schema_version
string
event
dict
risk_context
dict
agent_reasoning
dict
correlated_telemetry
list
execution_summary
dict
genetic_optimizer_feedback
dict
decision_outcome
string
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "exfiltration_complete", "id": "NEMESIS-0249396", "timestamp": "2026-04-04T07:16:36Z", "trace_id": "49cdac86-8f75-4a0d-ad1b-40ba0051cf26", "weighted_score": 32.66 }
{ "anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.", "chain": "prod-cluster-01", "impacted_asset": "cluster_secrets", "protocol": "Kubernetes", "trigger": "k8s_pod_escape" }
{ "confidence_score": 0.73, "engine": "nemesis_planner", "mcts_branches": 738, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_RECON", "telemetry": { "evasion_score": 0.886, "latency_ms": 489, "node_provider": "CloudTrail", "noise_level_db": 75 }, "timestamp": "2026-04-04T07:16:36Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", "compone...
{ "noise_penalty": 0.03, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.52, "total_execution_ms": 4905 }
{ "fitness_score_update": 0.3, "parameter_drift": "none" }
exfiltration_complete
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "blocked_by_edr", "id": "NEMESIS-1159358", "timestamp": "2026-04-14T20:02:38Z", "trace_id": "759d0f2b-53df-47fb-9b87-cabc66f1d1a2", "weighted_score": 18.53 }
{ "anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.", "chain": "prod-cluster-01", "impacted_asset": "cluster_secrets", "protocol": "Kubernetes", "trigger": "k8s_pod_escape" }
{ "confidence_score": 0.9, "engine": "nemesis_planner", "mcts_branches": 764, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_GHOST", "telemetry": { "evasion_score": 0.429, "latency_ms": 82, "node_provider": "Local_Syslog", "noise_level_db": 36 }, "timestamp": "2026-04-14T20:02:38Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", "compon...
{ "noise_penalty": 0.22, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.89, "total_execution_ms": 5349 }
{ "fitness_score_update": 0.25, "parameter_drift": "none" }
blocked_by_edr
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "impact_achieved", "id": "NEMESIS-0500257", "timestamp": "2026-04-07T04:57:37Z", "trace_id": "f4935532-a389-4b32-9950-904172fc929b", "weighted_score": 32.59 }
{ "anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.", "chain": "prod-cluster-01", "impacted_asset": "cluster_secrets", "protocol": "Kubernetes", "trigger": "k8s_pod_escape" }
{ "confidence_score": 0.767, "engine": "nemesis_planner", "mcts_branches": 588, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_GHOST", "telemetry": { "evasion_score": 0.44, "latency_ms": 480, "node_provider": "CrowdStrike", "noise_level_db": 36 }, "timestamp": "2026-04-07T04:57:37Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", "compone...
{ "noise_penalty": 0.42, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.81, "total_execution_ms": 2205 }
{ "fitness_score_update": 0.28, "parameter_drift": "none" }
impact_achieved
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "impact_achieved", "id": "NEMESIS-1129437", "timestamp": "2026-04-14T11:43:57Z", "trace_id": "b6c56b8c-958c-4473-83a6-2ba2e1892cf9", "weighted_score": 81.38 }
{ "anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.", "chain": "us-east-1", "impacted_asset": "s3_vault", "protocol": "AWS-Cloud", "trigger": "iam_policy_modification" }
{ "confidence_score": 0.787, "engine": "nemesis_planner", "mcts_branches": 362, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CLOUD_RECON_IAM", "component": "NEMESIS_ORCHESTRATOR", "telemetry": { "evasion_score": 0.399, "latency_ms": 64, "node_provider": "CrowdStrike", "noise_level_db": 63 }, "timestamp": "2026-04-14T11:43:57Z" }, { "action": "PRIV_ESC_POLICY_MUTATION", ...
{ "noise_penalty": 0.07, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.71, "total_execution_ms": 1466 }
{ "fitness_score_update": 0.4, "parameter_drift": "none" }
impact_achieved
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "impact_achieved", "id": "NEMESIS-0122398", "timestamp": "2026-04-02T19:59:58Z", "trace_id": "af5b8fbb-f898-44e3-b9c0-626fdfd4d720", "weighted_score": 82.31 }
{ "anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.", "chain": "us-east-1", "impacted_asset": "s3_vault", "protocol": "AWS-Cloud", "trigger": "iam_policy_modification" }
{ "confidence_score": 0.761, "engine": "nemesis_planner", "mcts_branches": 882, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CLOUD_RECON_IAM", "component": "NEMESIS_EXPLOIT", "telemetry": { "evasion_score": 0.961, "latency_ms": 135, "node_provider": "CrowdStrike", "noise_level_db": 23 }, "timestamp": "2026-04-02T19:59:58Z" }, { "action": "PRIV_ESC_POLICY_MUTATION", "com...
{ "noise_penalty": 0.49, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.69, "total_execution_ms": 4982 }
{ "fitness_score_update": 0.02, "parameter_drift": "none" }
impact_achieved
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "stealth_maintained", "id": "NEMESIS-1198947", "timestamp": "2026-04-15T07:02:27Z", "trace_id": "f8894325-96d1-4850-9df7-5e644c9735db", "weighted_score": 15.16 }
{ "anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.", "chain": "us-east-1", "impacted_asset": "s3_vault", "protocol": "AWS-Cloud", "trigger": "iam_policy_modification" }
{ "confidence_score": 0.722, "engine": "nemesis_planner", "mcts_branches": 182, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CLOUD_RECON_IAM", "component": "NEMESIS_EXPLOIT", "telemetry": { "evasion_score": 0.564, "latency_ms": 394, "node_provider": "CrowdStrike", "noise_level_db": 24 }, "timestamp": "2026-04-15T07:02:27Z" }, { "action": "PRIV_ESC_POLICY_MUTATION", "com...
{ "noise_penalty": 0.1, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.91, "total_execution_ms": 4671 }
{ "fitness_score_update": 0.25, "parameter_drift": "none" }
stealth_maintained
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "stealth_maintained", "id": "NEMESIS-1812648", "timestamp": "2026-04-22T09:30:48Z", "trace_id": "9bcee464-1978-4437-8442-15768cf45ebd", "weighted_score": 46.87 }
{ "anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.", "chain": "ubuntu-22.04", "impacted_asset": "customer_db", "protocol": "Web-App-Gateway", "trigger": "unusual_ingress_traffic" }
{ "confidence_score": 0.825, "engine": "nemesis_planner", "mcts_branches": 467, "winning_strategy": "Stealth_Escalation" }
[ { "action": "RECON_FUZZ_API", "component": "NEMESIS_EXPLOIT", "telemetry": { "evasion_score": 0.685, "latency_ms": 395, "node_provider": "CrowdStrike", "noise_level_db": 66 }, "timestamp": "2026-04-22T09:30:48Z" }, { "action": "EXPLOIT_SQL_INJECTION", "compone...
{ "noise_penalty": 0.35, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.84, "total_execution_ms": 4676 }
{ "fitness_score_update": 0.22, "parameter_drift": "none" }
stealth_maintained
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "blocked_by_edr", "id": "NEMESIS-1828924", "timestamp": "2026-04-22T14:02:04Z", "trace_id": "672e99b3-a5d6-4a82-ad5b-e7a1a486ed06", "weighted_score": 12.24 }
{ "anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.", "chain": "windows-server-2022", "impacted_asset": "ntds.dit", "protocol": "Active-Directory", "trigger": "phishing_attachment_opened" }
{ "confidence_score": 0.948, "engine": "nemesis_planner", "mcts_branches": 316, "winning_strategy": "Stealth_Escalation" }
[ { "action": "USER_DISCOVERY", "component": "NEMESIS_GHOST", "telemetry": { "evasion_score": 0.702, "latency_ms": 78, "node_provider": "Local_Syslog", "noise_level_db": 68 }, "timestamp": "2026-04-22T14:02:04Z" }, { "action": "LSASS_MEMORY_DUMP", "component": "...
{ "noise_penalty": 0.35, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.72, "total_execution_ms": 2059 }
{ "fitness_score_update": 0.18, "parameter_drift": "none" }
blocked_by_edr
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "stealth_maintained", "id": "NEMESIS-2234245", "timestamp": "2026-04-27T06:37:25Z", "trace_id": "23cce9a8-c53a-4b5d-aa48-6f0b26efbb0f", "weighted_score": 27.51 }
{ "anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.", "chain": "ubuntu-22.04", "impacted_asset": "customer_db", "protocol": "Web-App-Gateway", "trigger": "unusual_ingress_traffic" }
{ "confidence_score": 0.907, "engine": "nemesis_planner", "mcts_branches": 117, "winning_strategy": "Stealth_Escalation" }
[ { "action": "RECON_FUZZ_API", "component": "NEMESIS_EXPLOIT", "telemetry": { "evasion_score": 0.141, "latency_ms": 69, "node_provider": "Azure_Sentinel", "noise_level_db": 12 }, "timestamp": "2026-04-27T06:37:25Z" }, { "action": "EXPLOIT_SQL_INJECTION", "compo...
{ "noise_penalty": 0.32, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.98, "total_execution_ms": 1060 }
{ "fitness_score_update": 0.49, "parameter_drift": "none" }
stealth_maintained
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "detected_by_soc", "id": "NEMESIS-1871076", "timestamp": "2026-04-23T01:44:36Z", "trace_id": "168ea7f4-ab9d-4b9f-8d86-3e6c68623db8", "weighted_score": 64.3 }
{ "anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.", "chain": "us-east-1", "impacted_asset": "s3_vault", "protocol": "AWS-Cloud", "trigger": "iam_policy_modification" }
{ "confidence_score": 0.835, "engine": "nemesis_planner", "mcts_branches": 484, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CLOUD_RECON_IAM", "component": "NEMESIS_ORCHESTRATOR", "telemetry": { "evasion_score": 0.144, "latency_ms": 475, "node_provider": "Local_Syslog", "noise_level_db": 20 }, "timestamp": "2026-04-23T01:44:36Z" }, { "action": "PRIV_ESC_POLICY_MUTATION", ...
{ "noise_penalty": 0.04, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.97, "total_execution_ms": 4416 }
{ "fitness_score_update": 0.29, "parameter_drift": "none" }
detected_by_soc
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "stealth_maintained", "id": "NEMESIS-0547573", "timestamp": "2026-04-07T18:06:13Z", "trace_id": "f7da3c67-bf3c-4ad3-8acc-54ab7f977532", "weighted_score": 12.88 }
{ "anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.", "chain": "us-east-1", "impacted_asset": "s3_vault", "protocol": "AWS-Cloud", "trigger": "iam_policy_modification" }
{ "confidence_score": 0.826, "engine": "nemesis_planner", "mcts_branches": 963, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CLOUD_RECON_IAM", "component": "NEMESIS_EXPLOIT", "telemetry": { "evasion_score": 0.796, "latency_ms": 296, "node_provider": "Azure_Sentinel", "noise_level_db": 62 }, "timestamp": "2026-04-07T18:06:13Z" }, { "action": "PRIV_ESC_POLICY_MUTATION", "...
{ "noise_penalty": 0.05, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.76, "total_execution_ms": 3951 }
{ "fitness_score_update": 0.21, "parameter_drift": "none" }
stealth_maintained
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "exfiltration_complete", "id": "NEMESIS-0769681", "timestamp": "2026-04-10T07:48:01Z", "trace_id": "16b46dda-9068-40f2-89f5-aa3523357f39", "weighted_score": 70.95 }
{ "anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.", "chain": "prod-cluster-01", "impacted_asset": "cluster_secrets", "protocol": "Kubernetes", "trigger": "k8s_pod_escape" }
{ "confidence_score": 0.718, "engine": "nemesis_planner", "mcts_branches": 182, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_EXPLOIT", "telemetry": { "evasion_score": 0.683, "latency_ms": 468, "node_provider": "CrowdStrike", "noise_level_db": 57 }, "timestamp": "2026-04-10T07:48:01Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", "comp...
{ "noise_penalty": 0.39, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.71, "total_execution_ms": 3482 }
{ "fitness_score_update": 0.31, "parameter_drift": "none" }
exfiltration_complete
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "blocked_by_edr", "id": "NEMESIS-1412537", "timestamp": "2026-04-17T18:22:17Z", "trace_id": "a8da7f9d-f3e2-4ab7-af05-ba4d4978e67f", "weighted_score": 26.93 }
{ "anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.", "chain": "ubuntu-22.04", "impacted_asset": "customer_db", "protocol": "Web-App-Gateway", "trigger": "unusual_ingress_traffic" }
{ "confidence_score": 0.89, "engine": "nemesis_planner", "mcts_branches": 286, "winning_strategy": "Stealth_Escalation" }
[ { "action": "RECON_FUZZ_API", "component": "NEMESIS_GHOST", "telemetry": { "evasion_score": 0.96, "latency_ms": 337, "node_provider": "CrowdStrike", "noise_level_db": 19 }, "timestamp": "2026-04-17T18:22:17Z" }, { "action": "EXPLOIT_SQL_INJECTION", "component"...
{ "noise_penalty": 0, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.84, "total_execution_ms": 5033 }
{ "fitness_score_update": 0.25, "parameter_drift": "none" }
blocked_by_edr
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "detected_by_soc", "id": "NEMESIS-1643941", "timestamp": "2026-04-20T10:39:01Z", "trace_id": "a04ef32f-050e-46ec-9d02-b66642ea90ec", "weighted_score": 50.97 }
{ "anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.", "chain": "prod-cluster-01", "impacted_asset": "cluster_secrets", "protocol": "Kubernetes", "trigger": "k8s_pod_escape" }
{ "confidence_score": 0.721, "engine": "nemesis_planner", "mcts_branches": 869, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_ORCHESTRATOR", "telemetry": { "evasion_score": 0.761, "latency_ms": 389, "node_provider": "Azure_Sentinel", "noise_level_db": 66 }, "timestamp": "2026-04-20T10:39:01Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", ...
{ "noise_penalty": 0.25, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.43, "total_execution_ms": 2172 }
{ "fitness_score_update": -0.01, "parameter_drift": "none" }
detected_by_soc
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "detected_by_soc", "id": "NEMESIS-0601765", "timestamp": "2026-04-08T09:09:25Z", "trace_id": "01e1198e-408a-433c-b4b9-9f7a3d008eb0", "weighted_score": 68.12 }
{ "anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.", "chain": "ubuntu-22.04", "impacted_asset": "customer_db", "protocol": "Web-App-Gateway", "trigger": "unusual_ingress_traffic" }
{ "confidence_score": 0.736, "engine": "nemesis_planner", "mcts_branches": 902, "winning_strategy": "Stealth_Escalation" }
[ { "action": "RECON_FUZZ_API", "component": "NEMESIS_RECON", "telemetry": { "evasion_score": 0.662, "latency_ms": 175, "node_provider": "Local_Syslog", "noise_level_db": 15 }, "timestamp": "2026-04-08T09:09:25Z" }, { "action": "EXPLOIT_SQL_INJECTION", "componen...
{ "noise_penalty": 0.46, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.47, "total_execution_ms": 6329 }
{ "fitness_score_update": 0.03, "parameter_drift": "none" }
detected_by_soc
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "impact_achieved", "id": "NEMESIS-1620607", "timestamp": "2026-04-20T04:10:07Z", "trace_id": "1d7a3317-423b-43a5-ae57-9ed099b89b76", "weighted_score": 84.52 }
{ "anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.", "chain": "prod-cluster-01", "impacted_asset": "cluster_secrets", "protocol": "Kubernetes", "trigger": "k8s_pod_escape" }
{ "confidence_score": 0.738, "engine": "nemesis_planner", "mcts_branches": 472, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_RECON", "telemetry": { "evasion_score": 0.932, "latency_ms": 81, "node_provider": "Local_Syslog", "noise_level_db": 63 }, "timestamp": "2026-04-20T04:10:07Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", "compon...
{ "noise_penalty": 0.4, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.51, "total_execution_ms": 8033 }
{ "fitness_score_update": 0.3, "parameter_drift": "none" }
impact_achieved
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "exfiltration_complete", "id": "NEMESIS-0286519", "timestamp": "2026-04-04T17:35:19Z", "trace_id": "a1565881-323a-4d6b-bb8c-5189706bd0de", "weighted_score": 52.97 }
{ "anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.", "chain": "us-east-1", "impacted_asset": "s3_vault", "protocol": "AWS-Cloud", "trigger": "iam_policy_modification" }
{ "confidence_score": 0.822, "engine": "nemesis_planner", "mcts_branches": 979, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CLOUD_RECON_IAM", "component": "NEMESIS_EXPLOIT", "telemetry": { "evasion_score": 0.914, "latency_ms": 115, "node_provider": "Azure_Sentinel", "noise_level_db": 23 }, "timestamp": "2026-04-04T17:35:19Z" }, { "action": "PRIV_ESC_POLICY_MUTATION", "...
{ "noise_penalty": 0.46, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.98, "total_execution_ms": 7188 }
{ "fitness_score_update": 0.18, "parameter_drift": "none" }
exfiltration_complete
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "blocked_by_edr", "id": "NEMESIS-0450974", "timestamp": "2026-04-06T15:16:14Z", "trace_id": "6d2f58eb-18a2-44bc-a469-dac055bab482", "weighted_score": 19.29 }
{ "anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.", "chain": "windows-server-2022", "impacted_asset": "ntds.dit", "protocol": "Active-Directory", "trigger": "phishing_attachment_opened" }
{ "confidence_score": 0.953, "engine": "nemesis_planner", "mcts_branches": 199, "winning_strategy": "Stealth_Escalation" }
[ { "action": "USER_DISCOVERY", "component": "NEMESIS_GHOST", "telemetry": { "evasion_score": 0.785, "latency_ms": 109, "node_provider": "CloudTrail", "noise_level_db": 27 }, "timestamp": "2026-04-06T15:16:14Z" }, { "action": "LSASS_MEMORY_DUMP", "component": "N...
{ "noise_penalty": 0.43, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.7, "total_execution_ms": 5115 }
{ "fitness_score_update": -0.1, "parameter_drift": "none" }
blocked_by_edr
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "stealth_maintained", "id": "NEMESIS-0785722", "timestamp": "2026-04-10T12:15:22Z", "trace_id": "3650d63e-66a6-43ae-84ac-19e9f33a239c", "weighted_score": 33.51 }
{ "anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.", "chain": "us-east-1", "impacted_asset": "s3_vault", "protocol": "AWS-Cloud", "trigger": "iam_policy_modification" }
{ "confidence_score": 0.964, "engine": "nemesis_planner", "mcts_branches": 278, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CLOUD_RECON_IAM", "component": "NEMESIS_RECON", "telemetry": { "evasion_score": 0.738, "latency_ms": 352, "node_provider": "CloudTrail", "noise_level_db": 22 }, "timestamp": "2026-04-10T12:15:22Z" }, { "action": "PRIV_ESC_POLICY_MUTATION", "compon...
{ "noise_penalty": 0.28, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.56, "total_execution_ms": 9635 }
{ "fitness_score_update": -0.07, "parameter_drift": "none" }
stealth_maintained
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "stealth_maintained", "id": "NEMESIS-2393556", "timestamp": "2026-04-29T02:52:36Z", "trace_id": "6196dae4-cabc-4bd7-b100-3802472f1612", "weighted_score": 81.14 }
{ "anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.", "chain": "windows-server-2022", "impacted_asset": "ntds.dit", "protocol": "Active-Directory", "trigger": "phishing_attachment_opened" }
{ "confidence_score": 0.74, "engine": "nemesis_planner", "mcts_branches": 159, "winning_strategy": "Stealth_Escalation" }
[ { "action": "USER_DISCOVERY", "component": "NEMESIS_EXPLOIT", "telemetry": { "evasion_score": 0.856, "latency_ms": 460, "node_provider": "CloudTrail", "noise_level_db": 45 }, "timestamp": "2026-04-29T02:52:36Z" }, { "action": "LSASS_MEMORY_DUMP", "component": ...
{ "noise_penalty": 0.15, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.56, "total_execution_ms": 5909 }
{ "fitness_score_update": 0.15, "parameter_drift": "none" }
stealth_maintained
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "stealth_maintained", "id": "NEMESIS-1017172", "timestamp": "2026-04-13T04:32:52Z", "trace_id": "a529b656-34ef-4dc5-adcb-05674e70d112", "weighted_score": 42.14 }
{ "anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.", "chain": "prod-cluster-01", "impacted_asset": "cluster_secrets", "protocol": "Kubernetes", "trigger": "k8s_pod_escape" }
{ "confidence_score": 0.8, "engine": "nemesis_planner", "mcts_branches": 778, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_RECON", "telemetry": { "evasion_score": 0.381, "latency_ms": 172, "node_provider": "Azure_Sentinel", "noise_level_db": 40 }, "timestamp": "2026-04-13T04:32:52Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", "com...
{ "noise_penalty": 0.19, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.97, "total_execution_ms": 4731 }
{ "fitness_score_update": 0.44, "parameter_drift": "none" }
stealth_maintained
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "blocked_by_edr", "id": "NEMESIS-1284093", "timestamp": "2026-04-16T06:41:33Z", "trace_id": "c8cbce5d-0e94-4e28-a099-29777467674a", "weighted_score": 55.48 }
{ "anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.", "chain": "prod-cluster-01", "impacted_asset": "cluster_secrets", "protocol": "Kubernetes", "trigger": "k8s_pod_escape" }
{ "confidence_score": 0.968, "engine": "nemesis_planner", "mcts_branches": 175, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_EXPLOIT", "telemetry": { "evasion_score": 0.364, "latency_ms": 466, "node_provider": "CloudTrail", "noise_level_db": 78 }, "timestamp": "2026-04-16T06:41:33Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", "compo...
{ "noise_penalty": 0.29, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.53, "total_execution_ms": 1981 }
{ "fitness_score_update": 0.39, "parameter_drift": "none" }
blocked_by_edr
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "blocked_by_edr", "id": "NEMESIS-0020855", "timestamp": "2026-04-01T15:47:35Z", "trace_id": "80735dd8-4583-4bb2-8df7-b7b276fe33e0", "weighted_score": 71.82 }
{ "anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.", "chain": "us-east-1", "impacted_asset": "s3_vault", "protocol": "AWS-Cloud", "trigger": "iam_policy_modification" }
{ "confidence_score": 0.726, "engine": "nemesis_planner", "mcts_branches": 453, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CLOUD_RECON_IAM", "component": "NEMESIS_RECON", "telemetry": { "evasion_score": 0.437, "latency_ms": 312, "node_provider": "Local_Syslog", "noise_level_db": 30 }, "timestamp": "2026-04-01T15:47:35Z" }, { "action": "PRIV_ESC_POLICY_MUTATION", "comp...
{ "noise_penalty": 0.15, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.64, "total_execution_ms": 8915 }
{ "fitness_score_update": 0.02, "parameter_drift": "none" }
blocked_by_edr
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "exfiltration_complete", "id": "NEMESIS-0931989", "timestamp": "2026-04-12T04:53:09Z", "trace_id": "a483dc73-f83e-4810-9ad1-118a60125197", "weighted_score": 17.12 }
{ "anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.", "chain": "windows-server-2022", "impacted_asset": "ntds.dit", "protocol": "Active-Directory", "trigger": "phishing_attachment_opened" }
{ "confidence_score": 0.774, "engine": "nemesis_planner", "mcts_branches": 491, "winning_strategy": "Stealth_Escalation" }
[ { "action": "USER_DISCOVERY", "component": "NEMESIS_ORCHESTRATOR", "telemetry": { "evasion_score": 0.204, "latency_ms": 238, "node_provider": "Azure_Sentinel", "noise_level_db": 45 }, "timestamp": "2026-04-12T04:53:09Z" }, { "action": "LSASS_MEMORY_DUMP", "com...
{ "noise_penalty": 0.4, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.71, "total_execution_ms": 3374 }
{ "fitness_score_update": 0.39, "parameter_drift": "none" }
exfiltration_complete
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "impact_achieved", "id": "NEMESIS-0241486", "timestamp": "2026-04-04T05:04:46Z", "trace_id": "34d4ee48-6c50-43f4-8216-b46caf129aa6", "weighted_score": 64.26 }
{ "anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.", "chain": "prod-cluster-01", "impacted_asset": "cluster_secrets", "protocol": "Kubernetes", "trigger": "k8s_pod_escape" }
{ "confidence_score": 0.905, "engine": "nemesis_planner", "mcts_branches": 322, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_RECON", "telemetry": { "evasion_score": 0.122, "latency_ms": 401, "node_provider": "Azure_Sentinel", "noise_level_db": 38 }, "timestamp": "2026-04-04T05:04:46Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", "com...
{ "noise_penalty": 0.11, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.65, "total_execution_ms": 7611 }
{ "fitness_score_update": 0.46, "parameter_drift": "none" }
impact_achieved
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "exfiltration_complete", "id": "NEMESIS-1590618", "timestamp": "2026-04-19T19:50:18Z", "trace_id": "7f1ee00b-32fc-475a-975c-faaa575acd9f", "weighted_score": 89.45 }
{ "anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.", "chain": "us-east-1", "impacted_asset": "s3_vault", "protocol": "AWS-Cloud", "trigger": "iam_policy_modification" }
{ "confidence_score": 0.713, "engine": "nemesis_planner", "mcts_branches": 792, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CLOUD_RECON_IAM", "component": "NEMESIS_ORCHESTRATOR", "telemetry": { "evasion_score": 0.883, "latency_ms": 213, "node_provider": "CrowdStrike", "noise_level_db": 40 }, "timestamp": "2026-04-19T19:50:18Z" }, { "action": "PRIV_ESC_POLICY_MUTATION", ...
{ "noise_penalty": 0.28, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.47, "total_execution_ms": 3244 }
{ "fitness_score_update": 0.32, "parameter_drift": "none" }
exfiltration_complete
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "detected_by_soc", "id": "NEMESIS-0672115", "timestamp": "2026-04-09T04:41:55Z", "trace_id": "0f845199-4564-42b2-b9e2-ce3f90caddd5", "weighted_score": 28.14 }
{ "anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.", "chain": "prod-cluster-01", "impacted_asset": "cluster_secrets", "protocol": "Kubernetes", "trigger": "k8s_pod_escape" }
{ "confidence_score": 0.877, "engine": "nemesis_planner", "mcts_branches": 490, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_ORCHESTRATOR", "telemetry": { "evasion_score": 0.205, "latency_ms": 310, "node_provider": "CrowdStrike", "noise_level_db": 67 }, "timestamp": "2026-04-09T04:41:55Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", ...
{ "noise_penalty": 0.17, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.65, "total_execution_ms": 1873 }
{ "fitness_score_update": 0.39, "parameter_drift": "none" }
detected_by_soc
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "detected_by_soc", "id": "NEMESIS-1086856", "timestamp": "2026-04-13T23:54:16Z", "trace_id": "ede29e6d-b57c-43cf-8516-043969b6081d", "weighted_score": 71.01 }
{ "anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.", "chain": "windows-server-2022", "impacted_asset": "ntds.dit", "protocol": "Active-Directory", "trigger": "phishing_attachment_opened" }
{ "confidence_score": 0.707, "engine": "nemesis_planner", "mcts_branches": 950, "winning_strategy": "Stealth_Escalation" }
[ { "action": "USER_DISCOVERY", "component": "NEMESIS_ORCHESTRATOR", "telemetry": { "evasion_score": 0.459, "latency_ms": 163, "node_provider": "CloudTrail", "noise_level_db": 30 }, "timestamp": "2026-04-13T23:54:16Z" }, { "action": "LSASS_MEMORY_DUMP", "compone...
{ "noise_penalty": 0.2, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.66, "total_execution_ms": 7817 }
{ "fitness_score_update": 0.33, "parameter_drift": "none" }
detected_by_soc
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "blocked_by_edr", "id": "NEMESIS-0611819", "timestamp": "2026-04-08T11:56:59Z", "trace_id": "b5ce381e-60a4-41ec-a973-5400b538ea84", "weighted_score": 84.12 }
{ "anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.", "chain": "windows-server-2022", "impacted_asset": "ntds.dit", "protocol": "Active-Directory", "trigger": "phishing_attachment_opened" }
{ "confidence_score": 0.963, "engine": "nemesis_planner", "mcts_branches": 720, "winning_strategy": "Stealth_Escalation" }
[ { "action": "USER_DISCOVERY", "component": "NEMESIS_RECON", "telemetry": { "evasion_score": 0.297, "latency_ms": 231, "node_provider": "CrowdStrike", "noise_level_db": 43 }, "timestamp": "2026-04-08T11:56:59Z" }, { "action": "LSASS_MEMORY_DUMP", "component": "...
{ "noise_penalty": 0.24, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.46, "total_execution_ms": 7586 }
{ "fitness_score_update": -0.01, "parameter_drift": "none" }
blocked_by_edr
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "blocked_by_edr", "id": "NEMESIS-0509942", "timestamp": "2026-04-07T07:39:02Z", "trace_id": "a6e0a895-dfb4-4ad4-ba99-d277261fe2a7", "weighted_score": 75.94 }
{ "anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.", "chain": "prod-cluster-01", "impacted_asset": "cluster_secrets", "protocol": "Kubernetes", "trigger": "k8s_pod_escape" }
{ "confidence_score": 0.902, "engine": "nemesis_planner", "mcts_branches": 731, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_GHOST", "telemetry": { "evasion_score": 0.303, "latency_ms": 142, "node_provider": "CrowdStrike", "noise_level_db": 13 }, "timestamp": "2026-04-07T07:39:02Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", "compon...
{ "noise_penalty": 0.2, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.6, "total_execution_ms": 7607 }
{ "fitness_score_update": 0.08, "parameter_drift": "none" }
blocked_by_edr
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "exfiltration_complete", "id": "NEMESIS-2234369", "timestamp": "2026-04-27T06:39:29Z", "trace_id": "6189f64b-557f-4bfc-b893-c5a36d2d94bb", "weighted_score": 10.47 }
{ "anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.", "chain": "prod-cluster-01", "impacted_asset": "cluster_secrets", "protocol": "Kubernetes", "trigger": "k8s_pod_escape" }
{ "confidence_score": 0.861, "engine": "nemesis_planner", "mcts_branches": 659, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_RECON", "telemetry": { "evasion_score": 0.193, "latency_ms": 421, "node_provider": "CrowdStrike", "noise_level_db": 28 }, "timestamp": "2026-04-27T06:39:29Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", "compon...
{ "noise_penalty": 0.06, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.84, "total_execution_ms": 1082 }
{ "fitness_score_update": 0.15, "parameter_drift": "none" }
exfiltration_complete
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "impact_achieved", "id": "NEMESIS-0043318", "timestamp": "2026-04-01T22:01:58Z", "trace_id": "c5bac5c4-42fc-4168-933c-6ac271da5092", "weighted_score": 92.45 }
{ "anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.", "chain": "ubuntu-22.04", "impacted_asset": "customer_db", "protocol": "Web-App-Gateway", "trigger": "unusual_ingress_traffic" }
{ "confidence_score": 0.925, "engine": "nemesis_planner", "mcts_branches": 801, "winning_strategy": "Stealth_Escalation" }
[ { "action": "RECON_FUZZ_API", "component": "NEMESIS_GHOST", "telemetry": { "evasion_score": 0.806, "latency_ms": 111, "node_provider": "CloudTrail", "noise_level_db": 76 }, "timestamp": "2026-04-01T22:01:58Z" }, { "action": "EXPLOIT_SQL_INJECTION", "component"...
{ "noise_penalty": 0.31, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.47, "total_execution_ms": 5208 }
{ "fitness_score_update": 0.21, "parameter_drift": "none" }
impact_achieved
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "impact_achieved", "id": "NEMESIS-0066210", "timestamp": "2026-04-02T04:23:30Z", "trace_id": "25040d8d-c6e8-4b44-b8ee-2f384d993c1d", "weighted_score": 98.07 }
{ "anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.", "chain": "us-east-1", "impacted_asset": "s3_vault", "protocol": "AWS-Cloud", "trigger": "iam_policy_modification" }
{ "confidence_score": 0.944, "engine": "nemesis_planner", "mcts_branches": 998, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CLOUD_RECON_IAM", "component": "NEMESIS_GHOST", "telemetry": { "evasion_score": 0.642, "latency_ms": 495, "node_provider": "CrowdStrike", "noise_level_db": 41 }, "timestamp": "2026-04-02T04:23:30Z" }, { "action": "PRIV_ESC_POLICY_MUTATION", "compo...
{ "noise_penalty": 0.23, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.41, "total_execution_ms": 8307 }
{ "fitness_score_update": 0.29, "parameter_drift": "none" }
impact_achieved
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "impact_achieved", "id": "NEMESIS-1800517", "timestamp": "2026-04-22T06:08:37Z", "trace_id": "76f20a2f-c4ea-467f-b3df-61a240d14e76", "weighted_score": 84.1 }
{ "anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.", "chain": "prod-cluster-01", "impacted_asset": "cluster_secrets", "protocol": "Kubernetes", "trigger": "k8s_pod_escape" }
{ "confidence_score": 0.961, "engine": "nemesis_planner", "mcts_branches": 135, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_GHOST", "telemetry": { "evasion_score": 0.95, "latency_ms": 495, "node_provider": "Local_Syslog", "noise_level_db": 12 }, "timestamp": "2026-04-22T06:08:37Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", "compon...
{ "noise_penalty": 0.46, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.91, "total_execution_ms": 5723 }
{ "fitness_score_update": 0.5, "parameter_drift": "none" }
impact_achieved
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "detected_by_soc", "id": "NEMESIS-1320593", "timestamp": "2026-04-16T16:49:53Z", "trace_id": "0d373816-787b-476f-bcaa-bbd8414dc0f7", "weighted_score": 71.13 }
{ "anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.", "chain": "prod-cluster-01", "impacted_asset": "cluster_secrets", "protocol": "Kubernetes", "trigger": "k8s_pod_escape" }
{ "confidence_score": 0.708, "engine": "nemesis_planner", "mcts_branches": 493, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_GHOST", "telemetry": { "evasion_score": 0.32, "latency_ms": 304, "node_provider": "Local_Syslog", "noise_level_db": 27 }, "timestamp": "2026-04-16T16:49:53Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", "compon...
{ "noise_penalty": 0.34, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.44, "total_execution_ms": 8881 }
{ "fitness_score_update": -0.05, "parameter_drift": "none" }
detected_by_soc
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "exfiltration_complete", "id": "NEMESIS-2377180", "timestamp": "2026-04-28T22:19:40Z", "trace_id": "2fc6be1a-7493-49fb-8a0e-2c642f694b9b", "weighted_score": 89.52 }
{ "anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.", "chain": "ubuntu-22.04", "impacted_asset": "customer_db", "protocol": "Web-App-Gateway", "trigger": "unusual_ingress_traffic" }
{ "confidence_score": 0.944, "engine": "nemesis_planner", "mcts_branches": 452, "winning_strategy": "Stealth_Escalation" }
[ { "action": "RECON_FUZZ_API", "component": "NEMESIS_RECON", "telemetry": { "evasion_score": 0.742, "latency_ms": 173, "node_provider": "CloudTrail", "noise_level_db": 29 }, "timestamp": "2026-04-28T22:19:40Z" }, { "action": "EXPLOIT_SQL_INJECTION", "component"...
{ "noise_penalty": 0.17, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.55, "total_execution_ms": 3334 }
{ "fitness_score_update": -0.04, "parameter_drift": "none" }
exfiltration_complete
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "impact_achieved", "id": "NEMESIS-2226080", "timestamp": "2026-04-27T04:21:20Z", "trace_id": "1ecbdc69-558f-43c0-b8e7-cf1bcb225693", "weighted_score": 71.93 }
{ "anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.", "chain": "us-east-1", "impacted_asset": "s3_vault", "protocol": "AWS-Cloud", "trigger": "iam_policy_modification" }
{ "confidence_score": 0.877, "engine": "nemesis_planner", "mcts_branches": 450, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CLOUD_RECON_IAM", "component": "NEMESIS_ORCHESTRATOR", "telemetry": { "evasion_score": 0.783, "latency_ms": 310, "node_provider": "CrowdStrike", "noise_level_db": 80 }, "timestamp": "2026-04-27T04:21:20Z" }, { "action": "PRIV_ESC_POLICY_MUTATION", ...
{ "noise_penalty": 0.22, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.66, "total_execution_ms": 8971 }
{ "fitness_score_update": -0.02, "parameter_drift": "none" }
impact_achieved
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "exfiltration_complete", "id": "NEMESIS-1772878", "timestamp": "2026-04-21T22:27:58Z", "trace_id": "cbb8f47f-c397-48ad-b2ce-c25355d089a1", "weighted_score": 97.76 }
{ "anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.", "chain": "us-east-1", "impacted_asset": "s3_vault", "protocol": "AWS-Cloud", "trigger": "iam_policy_modification" }
{ "confidence_score": 0.843, "engine": "nemesis_planner", "mcts_branches": 764, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CLOUD_RECON_IAM", "component": "NEMESIS_RECON", "telemetry": { "evasion_score": 0.812, "latency_ms": 31, "node_provider": "CloudTrail", "noise_level_db": 21 }, "timestamp": "2026-04-21T22:27:58Z" }, { "action": "PRIV_ESC_POLICY_MUTATION", "compone...
{ "noise_penalty": 0.03, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.49, "total_execution_ms": 6203 }
{ "fitness_score_update": 0.22, "parameter_drift": "none" }
exfiltration_complete
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "blocked_by_edr", "id": "NEMESIS-0327331", "timestamp": "2026-04-05T04:55:31Z", "trace_id": "e23b46d4-e0a8-4117-87b0-2873a9b78bab", "weighted_score": 54.46 }
{ "anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.", "chain": "us-east-1", "impacted_asset": "s3_vault", "protocol": "AWS-Cloud", "trigger": "iam_policy_modification" }
{ "confidence_score": 0.906, "engine": "nemesis_planner", "mcts_branches": 394, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CLOUD_RECON_IAM", "component": "NEMESIS_EXPLOIT", "telemetry": { "evasion_score": 0.227, "latency_ms": 140, "node_provider": "Local_Syslog", "noise_level_db": 56 }, "timestamp": "2026-04-05T04:55:31Z" }, { "action": "PRIV_ESC_POLICY_MUTATION", "co...
{ "noise_penalty": 0.1, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.89, "total_execution_ms": 7790 }
{ "fitness_score_update": 0.41, "parameter_drift": "none" }
blocked_by_edr
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "impact_achieved", "id": "NEMESIS-2344604", "timestamp": "2026-04-28T13:16:44Z", "trace_id": "d0d191b9-dda1-4c25-a531-fd5c7a7137da", "weighted_score": 83.1 }
{ "anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.", "chain": "prod-cluster-01", "impacted_asset": "cluster_secrets", "protocol": "Kubernetes", "trigger": "k8s_pod_escape" }
{ "confidence_score": 0.89, "engine": "nemesis_planner", "mcts_branches": 797, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_GHOST", "telemetry": { "evasion_score": 0.281, "latency_ms": 239, "node_provider": "Azure_Sentinel", "noise_level_db": 57 }, "timestamp": "2026-04-28T13:16:44Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", "com...
{ "noise_penalty": 0.33, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.63, "total_execution_ms": 8516 }
{ "fitness_score_update": 0.26, "parameter_drift": "none" }
impact_achieved
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "stealth_maintained", "id": "NEMESIS-2330659", "timestamp": "2026-04-28T09:24:19Z", "trace_id": "6a0d6997-2444-4d8a-b899-c2e976b9cfac", "weighted_score": 68.25 }
{ "anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.", "chain": "prod-cluster-01", "impacted_asset": "cluster_secrets", "protocol": "Kubernetes", "trigger": "k8s_pod_escape" }
{ "confidence_score": 0.77, "engine": "nemesis_planner", "mcts_branches": 375, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_RECON", "telemetry": { "evasion_score": 0.634, "latency_ms": 145, "node_provider": "CloudTrail", "noise_level_db": 22 }, "timestamp": "2026-04-28T09:24:19Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", "compone...
{ "noise_penalty": 0.13, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.54, "total_execution_ms": 9884 }
{ "fitness_score_update": 0.01, "parameter_drift": "none" }
stealth_maintained
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "stealth_maintained", "id": "NEMESIS-0446994", "timestamp": "2026-04-06T14:09:54Z", "trace_id": "ca11d772-11d8-459b-bff3-0ebe994da025", "weighted_score": 87.71 }
{ "anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.", "chain": "windows-server-2022", "impacted_asset": "ntds.dit", "protocol": "Active-Directory", "trigger": "phishing_attachment_opened" }
{ "confidence_score": 0.893, "engine": "nemesis_planner", "mcts_branches": 499, "winning_strategy": "Stealth_Escalation" }
[ { "action": "USER_DISCOVERY", "component": "NEMESIS_ORCHESTRATOR", "telemetry": { "evasion_score": 0.344, "latency_ms": 435, "node_provider": "Azure_Sentinel", "noise_level_db": 43 }, "timestamp": "2026-04-06T14:09:54Z" }, { "action": "LSASS_MEMORY_DUMP", "com...
{ "noise_penalty": 0.17, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.76, "total_execution_ms": 9141 }
{ "fitness_score_update": 0.07, "parameter_drift": "none" }
stealth_maintained
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "detected_by_soc", "id": "NEMESIS-0839861", "timestamp": "2026-04-11T03:17:41Z", "trace_id": "276ae6a7-fdc9-4045-8779-bc39309a4832", "weighted_score": 97.11 }
{ "anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.", "chain": "windows-server-2022", "impacted_asset": "ntds.dit", "protocol": "Active-Directory", "trigger": "phishing_attachment_opened" }
{ "confidence_score": 0.758, "engine": "nemesis_planner", "mcts_branches": 711, "winning_strategy": "Stealth_Escalation" }
[ { "action": "USER_DISCOVERY", "component": "NEMESIS_GHOST", "telemetry": { "evasion_score": 0.135, "latency_ms": 436, "node_provider": "Local_Syslog", "noise_level_db": 14 }, "timestamp": "2026-04-11T03:17:41Z" }, { "action": "LSASS_MEMORY_DUMP", "component": ...
{ "noise_penalty": 0.38, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.92, "total_execution_ms": 8434 }
{ "fitness_score_update": 0.19, "parameter_drift": "none" }
detected_by_soc
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "impact_achieved", "id": "NEMESIS-0168947", "timestamp": "2026-04-03T08:55:47Z", "trace_id": "6888e89a-1cfa-45f9-a370-850ee52ae7a5", "weighted_score": 73.53 }
{ "anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.", "chain": "us-east-1", "impacted_asset": "s3_vault", "protocol": "AWS-Cloud", "trigger": "iam_policy_modification" }
{ "confidence_score": 0.82, "engine": "nemesis_planner", "mcts_branches": 255, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CLOUD_RECON_IAM", "component": "NEMESIS_ORCHESTRATOR", "telemetry": { "evasion_score": 0.911, "latency_ms": 469, "node_provider": "CloudTrail", "noise_level_db": 55 }, "timestamp": "2026-04-03T08:55:47Z" }, { "action": "PRIV_ESC_POLICY_MUTATION", ...
{ "noise_penalty": 0.38, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.94, "total_execution_ms": 9999 }
{ "fitness_score_update": 0.15, "parameter_drift": "none" }
impact_achieved
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "impact_achieved", "id": "NEMESIS-0847522", "timestamp": "2026-04-11T05:25:22Z", "trace_id": "651fe1de-2446-4865-b822-a0cf8c09424a", "weighted_score": 33.23 }
{ "anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.", "chain": "ubuntu-22.04", "impacted_asset": "customer_db", "protocol": "Web-App-Gateway", "trigger": "unusual_ingress_traffic" }
{ "confidence_score": 0.898, "engine": "nemesis_planner", "mcts_branches": 656, "winning_strategy": "Stealth_Escalation" }
[ { "action": "RECON_FUZZ_API", "component": "NEMESIS_ORCHESTRATOR", "telemetry": { "evasion_score": 0.476, "latency_ms": 438, "node_provider": "CrowdStrike", "noise_level_db": 56 }, "timestamp": "2026-04-11T05:25:22Z" }, { "action": "EXPLOIT_SQL_INJECTION", "co...
{ "noise_penalty": 0.5, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.58, "total_execution_ms": 5947 }
{ "fitness_score_update": 0.18, "parameter_drift": "none" }
impact_achieved
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "blocked_by_edr", "id": "NEMESIS-2329160", "timestamp": "2026-04-28T08:59:20Z", "trace_id": "55c41dc3-03dc-4b19-a2fc-b18589c2f5f7", "weighted_score": 60.54 }
{ "anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.", "chain": "prod-cluster-01", "impacted_asset": "cluster_secrets", "protocol": "Kubernetes", "trigger": "k8s_pod_escape" }
{ "confidence_score": 0.858, "engine": "nemesis_planner", "mcts_branches": 316, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_ORCHESTRATOR", "telemetry": { "evasion_score": 0.21, "latency_ms": 338, "node_provider": "CrowdStrike", "noise_level_db": 62 }, "timestamp": "2026-04-28T08:59:20Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", "...
{ "noise_penalty": 0.35, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.72, "total_execution_ms": 6305 }
{ "fitness_score_update": -0.07, "parameter_drift": "none" }
blocked_by_edr
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "impact_achieved", "id": "NEMESIS-2447883", "timestamp": "2026-04-29T17:58:03Z", "trace_id": "6811086c-fdcc-4be3-ad32-abc78678b2b1", "weighted_score": 31.61 }
{ "anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.", "chain": "prod-cluster-01", "impacted_asset": "cluster_secrets", "protocol": "Kubernetes", "trigger": "k8s_pod_escape" }
{ "confidence_score": 0.713, "engine": "nemesis_planner", "mcts_branches": 843, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_ORCHESTRATOR", "telemetry": { "evasion_score": 0.683, "latency_ms": 222, "node_provider": "Local_Syslog", "noise_level_db": 23 }, "timestamp": "2026-04-29T17:58:03Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", ...
{ "noise_penalty": 0.16, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.89, "total_execution_ms": 5932 }
{ "fitness_score_update": 0.37, "parameter_drift": "none" }
impact_achieved
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "exfiltration_complete", "id": "NEMESIS-1879734", "timestamp": "2026-04-23T04:08:54Z", "trace_id": "ce7799eb-5fac-4416-b6f4-34ea19663efe", "weighted_score": 47.12 }
{ "anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.", "chain": "ubuntu-22.04", "impacted_asset": "customer_db", "protocol": "Web-App-Gateway", "trigger": "unusual_ingress_traffic" }
{ "confidence_score": 0.909, "engine": "nemesis_planner", "mcts_branches": 656, "winning_strategy": "Stealth_Escalation" }
[ { "action": "RECON_FUZZ_API", "component": "NEMESIS_ORCHESTRATOR", "telemetry": { "evasion_score": 0.654, "latency_ms": 147, "node_provider": "CloudTrail", "noise_level_db": 45 }, "timestamp": "2026-04-23T04:08:54Z" }, { "action": "EXPLOIT_SQL_INJECTION", "com...
{ "noise_penalty": 0.11, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.54, "total_execution_ms": 8353 }
{ "fitness_score_update": 0.15, "parameter_drift": "none" }
exfiltration_complete
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "stealth_maintained", "id": "NEMESIS-2438602", "timestamp": "2026-04-29T15:23:22Z", "trace_id": "cc24cd4d-8d54-4a13-b737-88b020189cc0", "weighted_score": 69.11 }
{ "anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.", "chain": "prod-cluster-01", "impacted_asset": "cluster_secrets", "protocol": "Kubernetes", "trigger": "k8s_pod_escape" }
{ "confidence_score": 0.752, "engine": "nemesis_planner", "mcts_branches": 339, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_RECON", "telemetry": { "evasion_score": 0.253, "latency_ms": 44, "node_provider": "Local_Syslog", "noise_level_db": 31 }, "timestamp": "2026-04-29T15:23:22Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", "compon...
{ "noise_penalty": 0.49, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.43, "total_execution_ms": 3718 }
{ "fitness_score_update": 0.08, "parameter_drift": "none" }
stealth_maintained
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "exfiltration_complete", "id": "NEMESIS-0846165", "timestamp": "2026-04-11T05:02:45Z", "trace_id": "e9443e9e-60ed-4382-90d3-29a06f383c4a", "weighted_score": 80.81 }
{ "anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.", "chain": "windows-server-2022", "impacted_asset": "ntds.dit", "protocol": "Active-Directory", "trigger": "phishing_attachment_opened" }
{ "confidence_score": 0.704, "engine": "nemesis_planner", "mcts_branches": 468, "winning_strategy": "Stealth_Escalation" }
[ { "action": "USER_DISCOVERY", "component": "NEMESIS_EXPLOIT", "telemetry": { "evasion_score": 0.447, "latency_ms": 278, "node_provider": "CloudTrail", "noise_level_db": 18 }, "timestamp": "2026-04-11T05:02:45Z" }, { "action": "LSASS_MEMORY_DUMP", "component": ...
{ "noise_penalty": 0.05, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.46, "total_execution_ms": 8199 }
{ "fitness_score_update": 0.39, "parameter_drift": "none" }
exfiltration_complete
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "impact_achieved", "id": "NEMESIS-1869571", "timestamp": "2026-04-23T01:19:31Z", "trace_id": "02e2e293-0590-4c57-b3d5-99ba80a36f31", "weighted_score": 70.03 }
{ "anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.", "chain": "ubuntu-22.04", "impacted_asset": "customer_db", "protocol": "Web-App-Gateway", "trigger": "unusual_ingress_traffic" }
{ "confidence_score": 0.979, "engine": "nemesis_planner", "mcts_branches": 981, "winning_strategy": "Stealth_Escalation" }
[ { "action": "RECON_FUZZ_API", "component": "NEMESIS_ORCHESTRATOR", "telemetry": { "evasion_score": 0.508, "latency_ms": 385, "node_provider": "Local_Syslog", "noise_level_db": 28 }, "timestamp": "2026-04-23T01:19:31Z" }, { "action": "EXPLOIT_SQL_INJECTION", "c...
{ "noise_penalty": 0.41, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.52, "total_execution_ms": 8266 }
{ "fitness_score_update": -0.03, "parameter_drift": "none" }
impact_achieved
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "impact_achieved", "id": "NEMESIS-0009843", "timestamp": "2026-04-01T12:44:03Z", "trace_id": "4561d63f-e6fe-495c-91a4-7a0d9e96ed58", "weighted_score": 15.61 }
{ "anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.", "chain": "prod-cluster-01", "impacted_asset": "cluster_secrets", "protocol": "Kubernetes", "trigger": "k8s_pod_escape" }
{ "confidence_score": 0.792, "engine": "nemesis_planner", "mcts_branches": 783, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_EXPLOIT", "telemetry": { "evasion_score": 0.78, "latency_ms": 124, "node_provider": "CrowdStrike", "noise_level_db": 59 }, "timestamp": "2026-04-01T12:44:03Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", "compo...
{ "noise_penalty": 0.41, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.51, "total_execution_ms": 5664 }
{ "fitness_score_update": -0.02, "parameter_drift": "none" }
impact_achieved
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "impact_achieved", "id": "NEMESIS-1128435", "timestamp": "2026-04-14T11:27:15Z", "trace_id": "1afbd306-9a34-4427-8de0-40cf40fd8453", "weighted_score": 55.92 }
{ "anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.", "chain": "ubuntu-22.04", "impacted_asset": "customer_db", "protocol": "Web-App-Gateway", "trigger": "unusual_ingress_traffic" }
{ "confidence_score": 0.79, "engine": "nemesis_planner", "mcts_branches": 814, "winning_strategy": "Stealth_Escalation" }
[ { "action": "RECON_FUZZ_API", "component": "NEMESIS_RECON", "telemetry": { "evasion_score": 0.222, "latency_ms": 482, "node_provider": "Azure_Sentinel", "noise_level_db": 36 }, "timestamp": "2026-04-14T11:27:15Z" }, { "action": "EXPLOIT_SQL_INJECTION", "compon...
{ "noise_penalty": 0.45, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.49, "total_execution_ms": 2374 }
{ "fitness_score_update": 0.31, "parameter_drift": "none" }
impact_achieved
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "exfiltration_complete", "id": "NEMESIS-0773000", "timestamp": "2026-04-10T08:43:20Z", "trace_id": "cf852426-37f3-47af-a3d2-43e7cd3becd4", "weighted_score": 83.61 }
{ "anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.", "chain": "us-east-1", "impacted_asset": "s3_vault", "protocol": "AWS-Cloud", "trigger": "iam_policy_modification" }
{ "confidence_score": 0.747, "engine": "nemesis_planner", "mcts_branches": 530, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CLOUD_RECON_IAM", "component": "NEMESIS_EXPLOIT", "telemetry": { "evasion_score": 0.387, "latency_ms": 436, "node_provider": "Azure_Sentinel", "noise_level_db": 35 }, "timestamp": "2026-04-10T08:43:20Z" }, { "action": "PRIV_ESC_POLICY_MUTATION", "...
{ "noise_penalty": 0.39, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.97, "total_execution_ms": 1340 }
{ "fitness_score_update": 0.38, "parameter_drift": "none" }
exfiltration_complete
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "detected_by_soc", "id": "NEMESIS-1317083", "timestamp": "2026-04-16T15:51:23Z", "trace_id": "f961b648-6d64-4e32-bbf6-b251f701b641", "weighted_score": 42.15 }
{ "anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.", "chain": "prod-cluster-01", "impacted_asset": "cluster_secrets", "protocol": "Kubernetes", "trigger": "k8s_pod_escape" }
{ "confidence_score": 0.77, "engine": "nemesis_planner", "mcts_branches": 236, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_ORCHESTRATOR", "telemetry": { "evasion_score": 0.452, "latency_ms": 330, "node_provider": "CloudTrail", "noise_level_db": 66 }, "timestamp": "2026-04-16T15:51:23Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", "...
{ "noise_penalty": 0.35, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.63, "total_execution_ms": 8430 }
{ "fitness_score_update": -0.02, "parameter_drift": "none" }
detected_by_soc
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "detected_by_soc", "id": "NEMESIS-0889696", "timestamp": "2026-04-11T17:08:16Z", "trace_id": "65ac0269-5c97-491b-93c2-1dc82e3c93fe", "weighted_score": 17.5 }
{ "anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.", "chain": "prod-cluster-01", "impacted_asset": "cluster_secrets", "protocol": "Kubernetes", "trigger": "k8s_pod_escape" }
{ "confidence_score": 0.916, "engine": "nemesis_planner", "mcts_branches": 994, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_GHOST", "telemetry": { "evasion_score": 0.189, "latency_ms": 261, "node_provider": "CloudTrail", "noise_level_db": 80 }, "timestamp": "2026-04-11T17:08:16Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", "compone...
{ "noise_penalty": 0.15, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.42, "total_execution_ms": 3950 }
{ "fitness_score_update": 0.16, "parameter_drift": "none" }
detected_by_soc
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "impact_achieved", "id": "NEMESIS-1101271", "timestamp": "2026-04-14T03:54:31Z", "trace_id": "038f4599-e87c-44bb-87b2-e31a7da9ef5e", "weighted_score": 38.6 }
{ "anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.", "chain": "windows-server-2022", "impacted_asset": "ntds.dit", "protocol": "Active-Directory", "trigger": "phishing_attachment_opened" }
{ "confidence_score": 0.884, "engine": "nemesis_planner", "mcts_branches": 952, "winning_strategy": "Stealth_Escalation" }
[ { "action": "USER_DISCOVERY", "component": "NEMESIS_RECON", "telemetry": { "evasion_score": 0.451, "latency_ms": 37, "node_provider": "CrowdStrike", "noise_level_db": 12 }, "timestamp": "2026-04-14T03:54:31Z" }, { "action": "LSASS_MEMORY_DUMP", "component": "N...
{ "noise_penalty": 0.01, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.58, "total_execution_ms": 6989 }
{ "fitness_score_update": 0.31, "parameter_drift": "none" }
impact_achieved
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "exfiltration_complete", "id": "NEMESIS-1447989", "timestamp": "2026-04-18T04:13:09Z", "trace_id": "5061d4cc-aaa3-4164-aaec-a8c62b17db07", "weighted_score": 85.37 }
{ "anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.", "chain": "prod-cluster-01", "impacted_asset": "cluster_secrets", "protocol": "Kubernetes", "trigger": "k8s_pod_escape" }
{ "confidence_score": 0.828, "engine": "nemesis_planner", "mcts_branches": 639, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_EXPLOIT", "telemetry": { "evasion_score": 0.61, "latency_ms": 65, "node_provider": "CrowdStrike", "noise_level_db": 66 }, "timestamp": "2026-04-18T04:13:09Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", "compon...
{ "noise_penalty": 0.26, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.92, "total_execution_ms": 9995 }
{ "fitness_score_update": 0.43, "parameter_drift": "none" }
exfiltration_complete
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "blocked_by_edr", "id": "NEMESIS-2143541", "timestamp": "2026-04-26T05:25:41Z", "trace_id": "753075bf-1827-4070-81b4-c9bce882056f", "weighted_score": 34.04 }
{ "anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.", "chain": "ubuntu-22.04", "impacted_asset": "customer_db", "protocol": "Web-App-Gateway", "trigger": "unusual_ingress_traffic" }
{ "confidence_score": 0.78, "engine": "nemesis_planner", "mcts_branches": 842, "winning_strategy": "Stealth_Escalation" }
[ { "action": "RECON_FUZZ_API", "component": "NEMESIS_EXPLOIT", "telemetry": { "evasion_score": 0.481, "latency_ms": 332, "node_provider": "Local_Syslog", "noise_level_db": 27 }, "timestamp": "2026-04-26T05:25:41Z" }, { "action": "EXPLOIT_SQL_INJECTION", "compon...
{ "noise_penalty": 0.26, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.96, "total_execution_ms": 6011 }
{ "fitness_score_update": -0.05, "parameter_drift": "none" }
blocked_by_edr
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "blocked_by_edr", "id": "NEMESIS-0589005", "timestamp": "2026-04-08T05:36:45Z", "trace_id": "17d6e4c5-4f8d-4191-8450-c8172974386f", "weighted_score": 29.95 }
{ "anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.", "chain": "prod-cluster-01", "impacted_asset": "cluster_secrets", "protocol": "Kubernetes", "trigger": "k8s_pod_escape" }
{ "confidence_score": 0.928, "engine": "nemesis_planner", "mcts_branches": 948, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_RECON", "telemetry": { "evasion_score": 0.862, "latency_ms": 231, "node_provider": "Azure_Sentinel", "noise_level_db": 12 }, "timestamp": "2026-04-08T05:36:45Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", "com...
{ "noise_penalty": 0.28, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.49, "total_execution_ms": 1865 }
{ "fitness_score_update": 0, "parameter_drift": "none" }
blocked_by_edr
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "stealth_maintained", "id": "NEMESIS-2122207", "timestamp": "2026-04-25T23:30:07Z", "trace_id": "f079d3bd-095e-458b-93c9-a80441eb5a13", "weighted_score": 98.77 }
{ "anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.", "chain": "windows-server-2022", "impacted_asset": "ntds.dit", "protocol": "Active-Directory", "trigger": "phishing_attachment_opened" }
{ "confidence_score": 0.889, "engine": "nemesis_planner", "mcts_branches": 602, "winning_strategy": "Stealth_Escalation" }
[ { "action": "USER_DISCOVERY", "component": "NEMESIS_ORCHESTRATOR", "telemetry": { "evasion_score": 0.215, "latency_ms": 114, "node_provider": "Azure_Sentinel", "noise_level_db": 18 }, "timestamp": "2026-04-25T23:30:07Z" }, { "action": "LSASS_MEMORY_DUMP", "com...
{ "noise_penalty": 0.07, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.71, "total_execution_ms": 5468 }
{ "fitness_score_update": 0.23, "parameter_drift": "none" }
stealth_maintained
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "stealth_maintained", "id": "NEMESIS-0846245", "timestamp": "2026-04-11T05:04:05Z", "trace_id": "72e2f333-793d-4843-a3a9-e964c5325934", "weighted_score": 11.7 }
{ "anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.", "chain": "windows-server-2022", "impacted_asset": "ntds.dit", "protocol": "Active-Directory", "trigger": "phishing_attachment_opened" }
{ "confidence_score": 0.938, "engine": "nemesis_planner", "mcts_branches": 577, "winning_strategy": "Stealth_Escalation" }
[ { "action": "USER_DISCOVERY", "component": "NEMESIS_GHOST", "telemetry": { "evasion_score": 0.47, "latency_ms": 314, "node_provider": "CloudTrail", "noise_level_db": 12 }, "timestamp": "2026-04-11T05:04:05Z" }, { "action": "LSASS_MEMORY_DUMP", "component": "NE...
{ "noise_penalty": 0.23, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.74, "total_execution_ms": 3724 }
{ "fitness_score_update": 0.42, "parameter_drift": "none" }
stealth_maintained
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "impact_achieved", "id": "NEMESIS-2425972", "timestamp": "2026-04-29T11:52:52Z", "trace_id": "41cd8757-13f2-4da1-8d03-bb034d5377e6", "weighted_score": 67.23 }
{ "anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.", "chain": "prod-cluster-01", "impacted_asset": "cluster_secrets", "protocol": "Kubernetes", "trigger": "k8s_pod_escape" }
{ "confidence_score": 0.906, "engine": "nemesis_planner", "mcts_branches": 900, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_ORCHESTRATOR", "telemetry": { "evasion_score": 0.663, "latency_ms": 361, "node_provider": "CloudTrail", "noise_level_db": 42 }, "timestamp": "2026-04-29T11:52:52Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", "...
{ "noise_penalty": 0.02, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.46, "total_execution_ms": 5012 }
{ "fitness_score_update": 0.17, "parameter_drift": "none" }
impact_achieved
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "blocked_by_edr", "id": "NEMESIS-1590949", "timestamp": "2026-04-19T19:55:49Z", "trace_id": "330dc9e8-a221-40fd-9f4c-0561368fcc1a", "weighted_score": 66 }
{ "anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.", "chain": "prod-cluster-01", "impacted_asset": "cluster_secrets", "protocol": "Kubernetes", "trigger": "k8s_pod_escape" }
{ "confidence_score": 0.942, "engine": "nemesis_planner", "mcts_branches": 268, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_ORCHESTRATOR", "telemetry": { "evasion_score": 0.246, "latency_ms": 457, "node_provider": "Azure_Sentinel", "noise_level_db": 38 }, "timestamp": "2026-04-19T19:55:49Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", ...
{ "noise_penalty": 0.35, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.77, "total_execution_ms": 9393 }
{ "fitness_score_update": 0.25, "parameter_drift": "none" }
blocked_by_edr
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "blocked_by_edr", "id": "NEMESIS-0436900", "timestamp": "2026-04-06T11:21:40Z", "trace_id": "32b1f8a9-d8d5-4e58-8376-5c4a29a4a0cc", "weighted_score": 87.2 }
{ "anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.", "chain": "us-east-1", "impacted_asset": "s3_vault", "protocol": "AWS-Cloud", "trigger": "iam_policy_modification" }
{ "confidence_score": 0.97, "engine": "nemesis_planner", "mcts_branches": 871, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CLOUD_RECON_IAM", "component": "NEMESIS_GHOST", "telemetry": { "evasion_score": 0.181, "latency_ms": 11, "node_provider": "CrowdStrike", "noise_level_db": 35 }, "timestamp": "2026-04-06T11:21:40Z" }, { "action": "PRIV_ESC_POLICY_MUTATION", "compon...
{ "noise_penalty": 0.1, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.52, "total_execution_ms": 5304 }
{ "fitness_score_update": 0.11, "parameter_drift": "none" }
blocked_by_edr
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "impact_achieved", "id": "NEMESIS-0896476", "timestamp": "2026-04-11T19:01:16Z", "trace_id": "9ed723e0-f63c-4ac3-a4df-5a8c15f4eda8", "weighted_score": 45.61 }
{ "anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.", "chain": "windows-server-2022", "impacted_asset": "ntds.dit", "protocol": "Active-Directory", "trigger": "phishing_attachment_opened" }
{ "confidence_score": 0.959, "engine": "nemesis_planner", "mcts_branches": 969, "winning_strategy": "Stealth_Escalation" }
[ { "action": "USER_DISCOVERY", "component": "NEMESIS_GHOST", "telemetry": { "evasion_score": 0.844, "latency_ms": 172, "node_provider": "Local_Syslog", "noise_level_db": 45 }, "timestamp": "2026-04-11T19:01:16Z" }, { "action": "LSASS_MEMORY_DUMP", "component": ...
{ "noise_penalty": 0.37, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.73, "total_execution_ms": 4118 }
{ "fitness_score_update": -0.07, "parameter_drift": "none" }
impact_achieved
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "impact_achieved", "id": "NEMESIS-0340441", "timestamp": "2026-04-05T08:34:01Z", "trace_id": "1b4f6dd1-51da-4093-b60d-63112da3f28e", "weighted_score": 30.85 }
{ "anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.", "chain": "windows-server-2022", "impacted_asset": "ntds.dit", "protocol": "Active-Directory", "trigger": "phishing_attachment_opened" }
{ "confidence_score": 0.804, "engine": "nemesis_planner", "mcts_branches": 533, "winning_strategy": "Stealth_Escalation" }
[ { "action": "USER_DISCOVERY", "component": "NEMESIS_EXPLOIT", "telemetry": { "evasion_score": 0.541, "latency_ms": 161, "node_provider": "CloudTrail", "noise_level_db": 45 }, "timestamp": "2026-04-05T08:34:01Z" }, { "action": "LSASS_MEMORY_DUMP", "component": ...
{ "noise_penalty": 0.49, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.9, "total_execution_ms": 9406 }
{ "fitness_score_update": -0.1, "parameter_drift": "none" }
impact_achieved
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "exfiltration_complete", "id": "NEMESIS-1790992", "timestamp": "2026-04-22T03:29:52Z", "trace_id": "49c2b73e-50e2-4365-9c99-33e0c2f9b234", "weighted_score": 79.12 }
{ "anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.", "chain": "ubuntu-22.04", "impacted_asset": "customer_db", "protocol": "Web-App-Gateway", "trigger": "unusual_ingress_traffic" }
{ "confidence_score": 0.902, "engine": "nemesis_planner", "mcts_branches": 150, "winning_strategy": "Stealth_Escalation" }
[ { "action": "RECON_FUZZ_API", "component": "NEMESIS_RECON", "telemetry": { "evasion_score": 0.266, "latency_ms": 403, "node_provider": "Local_Syslog", "noise_level_db": 29 }, "timestamp": "2026-04-22T03:29:52Z" }, { "action": "EXPLOIT_SQL_INJECTION", "componen...
{ "noise_penalty": 0.08, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.61, "total_execution_ms": 6123 }
{ "fitness_score_update": 0.38, "parameter_drift": "none" }
exfiltration_complete
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "detected_by_soc", "id": "NEMESIS-0144668", "timestamp": "2026-04-03T02:11:08Z", "trace_id": "792a4cde-a8dd-4fcf-9ede-9de73d03c409", "weighted_score": 76.37 }
{ "anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.", "chain": "ubuntu-22.04", "impacted_asset": "customer_db", "protocol": "Web-App-Gateway", "trigger": "unusual_ingress_traffic" }
{ "confidence_score": 0.953, "engine": "nemesis_planner", "mcts_branches": 268, "winning_strategy": "Stealth_Escalation" }
[ { "action": "RECON_FUZZ_API", "component": "NEMESIS_GHOST", "telemetry": { "evasion_score": 0.45, "latency_ms": 94, "node_provider": "CrowdStrike", "noise_level_db": 46 }, "timestamp": "2026-04-03T02:11:08Z" }, { "action": "EXPLOIT_SQL_INJECTION", "component":...
{ "noise_penalty": 0.47, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.63, "total_execution_ms": 7014 }
{ "fitness_score_update": 0.44, "parameter_drift": "none" }
detected_by_soc
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "stealth_maintained", "id": "NEMESIS-2493321", "timestamp": "2026-04-30T06:35:21Z", "trace_id": "43b45309-cf2e-4e54-b2f3-9295ef3cf7f2", "weighted_score": 54.29 }
{ "anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.", "chain": "prod-cluster-01", "impacted_asset": "cluster_secrets", "protocol": "Kubernetes", "trigger": "k8s_pod_escape" }
{ "confidence_score": 0.718, "engine": "nemesis_planner", "mcts_branches": 291, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_GHOST", "telemetry": { "evasion_score": 0.521, "latency_ms": 490, "node_provider": "Local_Syslog", "noise_level_db": 44 }, "timestamp": "2026-04-30T06:35:21Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", "compo...
{ "noise_penalty": 0.17, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.61, "total_execution_ms": 9252 }
{ "fitness_score_update": 0.11, "parameter_drift": "none" }
stealth_maintained
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "exfiltration_complete", "id": "NEMESIS-0025118", "timestamp": "2026-04-01T16:58:38Z", "trace_id": "3bdfba64-d280-4878-8a33-ad1f5f1a7610", "weighted_score": 96.77 }
{ "anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.", "chain": "prod-cluster-01", "impacted_asset": "cluster_secrets", "protocol": "Kubernetes", "trigger": "k8s_pod_escape" }
{ "confidence_score": 0.703, "engine": "nemesis_planner", "mcts_branches": 709, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_RECON", "telemetry": { "evasion_score": 0.752, "latency_ms": 184, "node_provider": "Azure_Sentinel", "noise_level_db": 11 }, "timestamp": "2026-04-01T16:58:38Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", "com...
{ "noise_penalty": 0.02, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.9, "total_execution_ms": 5317 }
{ "fitness_score_update": 0.1, "parameter_drift": "none" }
exfiltration_complete
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "stealth_maintained", "id": "NEMESIS-1261906", "timestamp": "2026-04-16T00:31:46Z", "trace_id": "8068bfa2-f5b7-4572-ae45-47e76859438b", "weighted_score": 68.41 }
{ "anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.", "chain": "ubuntu-22.04", "impacted_asset": "customer_db", "protocol": "Web-App-Gateway", "trigger": "unusual_ingress_traffic" }
{ "confidence_score": 0.949, "engine": "nemesis_planner", "mcts_branches": 214, "winning_strategy": "Stealth_Escalation" }
[ { "action": "RECON_FUZZ_API", "component": "NEMESIS_ORCHESTRATOR", "telemetry": { "evasion_score": 0.164, "latency_ms": 256, "node_provider": "CloudTrail", "noise_level_db": 23 }, "timestamp": "2026-04-16T00:31:46Z" }, { "action": "EXPLOIT_SQL_INJECTION", "com...
{ "noise_penalty": 0.43, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.93, "total_execution_ms": 8987 }
{ "fitness_score_update": 0.19, "parameter_drift": "none" }
stealth_maintained
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "blocked_by_edr", "id": "NEMESIS-1833407", "timestamp": "2026-04-22T15:16:47Z", "trace_id": "04b4c3c2-b726-45e5-ad32-044818ae8eba", "weighted_score": 79.49 }
{ "anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.", "chain": "windows-server-2022", "impacted_asset": "ntds.dit", "protocol": "Active-Directory", "trigger": "phishing_attachment_opened" }
{ "confidence_score": 0.816, "engine": "nemesis_planner", "mcts_branches": 674, "winning_strategy": "Stealth_Escalation" }
[ { "action": "USER_DISCOVERY", "component": "NEMESIS_RECON", "telemetry": { "evasion_score": 0.522, "latency_ms": 383, "node_provider": "CrowdStrike", "noise_level_db": 28 }, "timestamp": "2026-04-22T15:16:47Z" }, { "action": "LSASS_MEMORY_DUMP", "component": "...
{ "noise_penalty": 0.29, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.78, "total_execution_ms": 2582 }
{ "fitness_score_update": 0.37, "parameter_drift": "none" }
blocked_by_edr
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "detected_by_soc", "id": "NEMESIS-0850367", "timestamp": "2026-04-11T06:12:47Z", "trace_id": "867810c8-f9c2-487b-bf1e-f826e439217e", "weighted_score": 85.41 }
{ "anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.", "chain": "ubuntu-22.04", "impacted_asset": "customer_db", "protocol": "Web-App-Gateway", "trigger": "unusual_ingress_traffic" }
{ "confidence_score": 0.887, "engine": "nemesis_planner", "mcts_branches": 542, "winning_strategy": "Stealth_Escalation" }
[ { "action": "RECON_FUZZ_API", "component": "NEMESIS_GHOST", "telemetry": { "evasion_score": 0.589, "latency_ms": 342, "node_provider": "Local_Syslog", "noise_level_db": 45 }, "timestamp": "2026-04-11T06:12:47Z" }, { "action": "EXPLOIT_SQL_INJECTION", "componen...
{ "noise_penalty": 0.04, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.49, "total_execution_ms": 7963 }
{ "fitness_score_update": 0.04, "parameter_drift": "none" }
detected_by_soc
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "stealth_maintained", "id": "NEMESIS-2237158", "timestamp": "2026-04-27T07:25:58Z", "trace_id": "12f6636f-7a0b-45c1-a38c-6917709e7d9b", "weighted_score": 90.15 }
{ "anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.", "chain": "prod-cluster-01", "impacted_asset": "cluster_secrets", "protocol": "Kubernetes", "trigger": "k8s_pod_escape" }
{ "confidence_score": 0.767, "engine": "nemesis_planner", "mcts_branches": 446, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_EXPLOIT", "telemetry": { "evasion_score": 0.731, "latency_ms": 471, "node_provider": "CloudTrail", "noise_level_db": 17 }, "timestamp": "2026-04-27T07:25:58Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", "compo...
{ "noise_penalty": 0.32, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.87, "total_execution_ms": 7007 }
{ "fitness_score_update": 0.47, "parameter_drift": "none" }
stealth_maintained
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "exfiltration_complete", "id": "NEMESIS-2250473", "timestamp": "2026-04-27T11:07:53Z", "trace_id": "de02fbfe-778c-45b2-810d-bf2ebb6b2194", "weighted_score": 70.38 }
{ "anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.", "chain": "us-east-1", "impacted_asset": "s3_vault", "protocol": "AWS-Cloud", "trigger": "iam_policy_modification" }
{ "confidence_score": 0.841, "engine": "nemesis_planner", "mcts_branches": 879, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CLOUD_RECON_IAM", "component": "NEMESIS_ORCHESTRATOR", "telemetry": { "evasion_score": 0.657, "latency_ms": 212, "node_provider": "Local_Syslog", "noise_level_db": 10 }, "timestamp": "2026-04-27T11:07:53Z" }, { "action": "PRIV_ESC_POLICY_MUTATION", ...
{ "noise_penalty": 0.39, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.46, "total_execution_ms": 2622 }
{ "fitness_score_update": 0.04, "parameter_drift": "none" }
exfiltration_complete
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "exfiltration_complete", "id": "NEMESIS-1096177", "timestamp": "2026-04-14T02:29:37Z", "trace_id": "b7e3ed14-9692-4f81-a5a7-0e4a7d01b010", "weighted_score": 83.38 }
{ "anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.", "chain": "windows-server-2022", "impacted_asset": "ntds.dit", "protocol": "Active-Directory", "trigger": "phishing_attachment_opened" }
{ "confidence_score": 0.838, "engine": "nemesis_planner", "mcts_branches": 162, "winning_strategy": "Stealth_Escalation" }
[ { "action": "USER_DISCOVERY", "component": "NEMESIS_ORCHESTRATOR", "telemetry": { "evasion_score": 0.867, "latency_ms": 132, "node_provider": "CloudTrail", "noise_level_db": 23 }, "timestamp": "2026-04-14T02:29:37Z" }, { "action": "LSASS_MEMORY_DUMP", "compone...
{ "noise_penalty": 0.04, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.96, "total_execution_ms": 7207 }
{ "fitness_score_update": 0.45, "parameter_drift": "none" }
exfiltration_complete
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "exfiltration_complete", "id": "NEMESIS-0046069", "timestamp": "2026-04-01T22:47:49Z", "trace_id": "cdab9d70-cc2a-48b0-a3d0-6a6bb2f4ccbe", "weighted_score": 93.52 }
{ "anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.", "chain": "ubuntu-22.04", "impacted_asset": "customer_db", "protocol": "Web-App-Gateway", "trigger": "unusual_ingress_traffic" }
{ "confidence_score": 0.936, "engine": "nemesis_planner", "mcts_branches": 806, "winning_strategy": "Stealth_Escalation" }
[ { "action": "RECON_FUZZ_API", "component": "NEMESIS_ORCHESTRATOR", "telemetry": { "evasion_score": 0.353, "latency_ms": 466, "node_provider": "Local_Syslog", "noise_level_db": 79 }, "timestamp": "2026-04-01T22:47:49Z" }, { "action": "EXPLOIT_SQL_INJECTION", "c...
{ "noise_penalty": 0.16, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.62, "total_execution_ms": 3240 }
{ "fitness_score_update": 0.02, "parameter_drift": "none" }
exfiltration_complete
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "stealth_maintained", "id": "NEMESIS-0264630", "timestamp": "2026-04-04T11:30:30Z", "trace_id": "1221145d-a1da-4f94-ae58-2e20f391a238", "weighted_score": 21.59 }
{ "anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.", "chain": "prod-cluster-01", "impacted_asset": "cluster_secrets", "protocol": "Kubernetes", "trigger": "k8s_pod_escape" }
{ "confidence_score": 0.877, "engine": "nemesis_planner", "mcts_branches": 691, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_GHOST", "telemetry": { "evasion_score": 0.281, "latency_ms": 154, "node_provider": "CrowdStrike", "noise_level_db": 26 }, "timestamp": "2026-04-04T11:30:30Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", "compon...
{ "noise_penalty": 0.18, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.86, "total_execution_ms": 2029 }
{ "fitness_score_update": -0.06, "parameter_drift": "none" }
stealth_maintained
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "detected_by_soc", "id": "NEMESIS-0738346", "timestamp": "2026-04-09T23:05:46Z", "trace_id": "8d74c5fa-f592-44ed-98f5-507c03471106", "weighted_score": 89.92 }
{ "anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.", "chain": "windows-server-2022", "impacted_asset": "ntds.dit", "protocol": "Active-Directory", "trigger": "phishing_attachment_opened" }
{ "confidence_score": 0.95, "engine": "nemesis_planner", "mcts_branches": 789, "winning_strategy": "Stealth_Escalation" }
[ { "action": "USER_DISCOVERY", "component": "NEMESIS_GHOST", "telemetry": { "evasion_score": 0.709, "latency_ms": 331, "node_provider": "Local_Syslog", "noise_level_db": 39 }, "timestamp": "2026-04-09T23:05:46Z" }, { "action": "LSASS_MEMORY_DUMP", "component": ...
{ "noise_penalty": 0.4, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.47, "total_execution_ms": 2682 }
{ "fitness_score_update": 0.24, "parameter_drift": "none" }
detected_by_soc
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "exfiltration_complete", "id": "NEMESIS-0558101", "timestamp": "2026-04-07T21:01:41Z", "trace_id": "49451735-abe3-40b0-ba6c-f516c8213e5c", "weighted_score": 38.23 }
{ "anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.", "chain": "us-east-1", "impacted_asset": "s3_vault", "protocol": "AWS-Cloud", "trigger": "iam_policy_modification" }
{ "confidence_score": 0.814, "engine": "nemesis_planner", "mcts_branches": 227, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CLOUD_RECON_IAM", "component": "NEMESIS_EXPLOIT", "telemetry": { "evasion_score": 0.368, "latency_ms": 108, "node_provider": "Local_Syslog", "noise_level_db": 49 }, "timestamp": "2026-04-07T21:01:41Z" }, { "action": "PRIV_ESC_POLICY_MUTATION", "co...
{ "noise_penalty": 0.29, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.48, "total_execution_ms": 7963 }
{ "fitness_score_update": 0.29, "parameter_drift": "none" }
exfiltration_complete
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "stealth_maintained", "id": "NEMESIS-2231824", "timestamp": "2026-04-27T05:57:04Z", "trace_id": "bb41d43b-db94-4870-bb92-77d30f3da943", "weighted_score": 58.07 }
{ "anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.", "chain": "us-east-1", "impacted_asset": "s3_vault", "protocol": "AWS-Cloud", "trigger": "iam_policy_modification" }
{ "confidence_score": 0.91, "engine": "nemesis_planner", "mcts_branches": 851, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CLOUD_RECON_IAM", "component": "NEMESIS_GHOST", "telemetry": { "evasion_score": 0.818, "latency_ms": 194, "node_provider": "CloudTrail", "noise_level_db": 62 }, "timestamp": "2026-04-27T05:57:04Z" }, { "action": "PRIV_ESC_POLICY_MUTATION", "compon...
{ "noise_penalty": 0.07, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.45, "total_execution_ms": 9197 }
{ "fitness_score_update": 0.1, "parameter_drift": "none" }
stealth_maintained
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "impact_achieved", "id": "NEMESIS-1290960", "timestamp": "2026-04-16T08:36:00Z", "trace_id": "6ad2b0c6-c3ea-4b2a-89a3-d34277226109", "weighted_score": 50.29 }
{ "anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.", "chain": "us-east-1", "impacted_asset": "s3_vault", "protocol": "AWS-Cloud", "trigger": "iam_policy_modification" }
{ "confidence_score": 0.96, "engine": "nemesis_planner", "mcts_branches": 889, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CLOUD_RECON_IAM", "component": "NEMESIS_RECON", "telemetry": { "evasion_score": 0.788, "latency_ms": 27, "node_provider": "CrowdStrike", "noise_level_db": 20 }, "timestamp": "2026-04-16T08:36:00Z" }, { "action": "PRIV_ESC_POLICY_MUTATION", "compon...
{ "noise_penalty": 0.11, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.8, "total_execution_ms": 8924 }
{ "fitness_score_update": -0.07, "parameter_drift": "none" }
impact_achieved
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "stealth_maintained", "id": "NEMESIS-0158569", "timestamp": "2026-04-03T06:02:49Z", "trace_id": "e532eb9f-8290-4ced-946d-5b4e8c1f03e0", "weighted_score": 87.37 }
{ "anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.", "chain": "windows-server-2022", "impacted_asset": "ntds.dit", "protocol": "Active-Directory", "trigger": "phishing_attachment_opened" }
{ "confidence_score": 0.986, "engine": "nemesis_planner", "mcts_branches": 702, "winning_strategy": "Stealth_Escalation" }
[ { "action": "USER_DISCOVERY", "component": "NEMESIS_ORCHESTRATOR", "telemetry": { "evasion_score": 0.424, "latency_ms": 113, "node_provider": "Local_Syslog", "noise_level_db": 12 }, "timestamp": "2026-04-03T06:02:49Z" }, { "action": "LSASS_MEMORY_DUMP", "compo...
{ "noise_penalty": 0.27, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.6, "total_execution_ms": 3954 }
{ "fitness_score_update": 0.35, "parameter_drift": "none" }
stealth_maintained
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "stealth_maintained", "id": "NEMESIS-2424245", "timestamp": "2026-04-29T11:24:05Z", "trace_id": "87ad8940-7a42-4de7-93fa-e4feb3dda6ed", "weighted_score": 30.59 }
{ "anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.", "chain": "us-east-1", "impacted_asset": "s3_vault", "protocol": "AWS-Cloud", "trigger": "iam_policy_modification" }
{ "confidence_score": 0.728, "engine": "nemesis_planner", "mcts_branches": 110, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CLOUD_RECON_IAM", "component": "NEMESIS_EXPLOIT", "telemetry": { "evasion_score": 0.73, "latency_ms": 320, "node_provider": "CrowdStrike", "noise_level_db": 29 }, "timestamp": "2026-04-29T11:24:05Z" }, { "action": "PRIV_ESC_POLICY_MUTATION", "comp...
{ "noise_penalty": 0.24, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.58, "total_execution_ms": 4949 }
{ "fitness_score_update": 0.14, "parameter_drift": "none" }
stealth_maintained
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "impact_achieved", "id": "NEMESIS-0374880", "timestamp": "2026-04-05T18:08:00Z", "trace_id": "1b84a53c-123f-4b22-834d-cc5d9bcdca10", "weighted_score": 37.58 }
{ "anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.", "chain": "prod-cluster-01", "impacted_asset": "cluster_secrets", "protocol": "Kubernetes", "trigger": "k8s_pod_escape" }
{ "confidence_score": 0.937, "engine": "nemesis_planner", "mcts_branches": 558, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_ORCHESTRATOR", "telemetry": { "evasion_score": 0.887, "latency_ms": 334, "node_provider": "Azure_Sentinel", "noise_level_db": 75 }, "timestamp": "2026-04-05T18:08:00Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", ...
{ "noise_penalty": 0.43, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.75, "total_execution_ms": 5348 }
{ "fitness_score_update": 0.09, "parameter_drift": "none" }
impact_achieved
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "stealth_maintained", "id": "NEMESIS-1731064", "timestamp": "2026-04-21T10:51:04Z", "trace_id": "b048fd74-c63d-4516-b001-4aed1ca8d2da", "weighted_score": 30.54 }
{ "anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.", "chain": "ubuntu-22.04", "impacted_asset": "customer_db", "protocol": "Web-App-Gateway", "trigger": "unusual_ingress_traffic" }
{ "confidence_score": 0.711, "engine": "nemesis_planner", "mcts_branches": 446, "winning_strategy": "Stealth_Escalation" }
[ { "action": "RECON_FUZZ_API", "component": "NEMESIS_ORCHESTRATOR", "telemetry": { "evasion_score": 0.459, "latency_ms": 47, "node_provider": "Local_Syslog", "noise_level_db": 11 }, "timestamp": "2026-04-21T10:51:04Z" }, { "action": "EXPLOIT_SQL_INJECTION", "co...
{ "noise_penalty": 0.19, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.56, "total_execution_ms": 7653 }
{ "fitness_score_update": 0.3, "parameter_drift": "none" }
stealth_maintained
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "detected_by_soc", "id": "NEMESIS-1304647", "timestamp": "2026-04-16T12:24:07Z", "trace_id": "3f048778-6501-428f-bcf1-b3fd4e7495b3", "weighted_score": 31.42 }
{ "anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.", "chain": "ubuntu-22.04", "impacted_asset": "customer_db", "protocol": "Web-App-Gateway", "trigger": "unusual_ingress_traffic" }
{ "confidence_score": 0.904, "engine": "nemesis_planner", "mcts_branches": 152, "winning_strategy": "Stealth_Escalation" }
[ { "action": "RECON_FUZZ_API", "component": "NEMESIS_EXPLOIT", "telemetry": { "evasion_score": 0.804, "latency_ms": 346, "node_provider": "Local_Syslog", "noise_level_db": 50 }, "timestamp": "2026-04-16T12:24:07Z" }, { "action": "EXPLOIT_SQL_INJECTION", "compon...
{ "noise_penalty": 0.18, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.46, "total_execution_ms": 8963 }
{ "fitness_score_update": 0.22, "parameter_drift": "none" }
detected_by_soc
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "exfiltration_complete", "id": "NEMESIS-1483779", "timestamp": "2026-04-18T14:09:39Z", "trace_id": "671dabf4-66fe-498f-baee-8f695bf38b0a", "weighted_score": 75.63 }
{ "anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.", "chain": "windows-server-2022", "impacted_asset": "ntds.dit", "protocol": "Active-Directory", "trigger": "phishing_attachment_opened" }
{ "confidence_score": 0.936, "engine": "nemesis_planner", "mcts_branches": 792, "winning_strategy": "Stealth_Escalation" }
[ { "action": "USER_DISCOVERY", "component": "NEMESIS_EXPLOIT", "telemetry": { "evasion_score": 0.514, "latency_ms": 273, "node_provider": "Azure_Sentinel", "noise_level_db": 26 }, "timestamp": "2026-04-18T14:09:39Z" }, { "action": "LSASS_MEMORY_DUMP", "componen...
{ "noise_penalty": 0.06, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.74, "total_execution_ms": 9530 }
{ "fitness_score_update": 0.27, "parameter_drift": "none" }
exfiltration_complete
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "impact_achieved", "id": "NEMESIS-0748794", "timestamp": "2026-04-10T01:59:54Z", "trace_id": "c3713c86-e931-418c-9409-ab398cd8739e", "weighted_score": 83.58 }
{ "anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.", "chain": "prod-cluster-01", "impacted_asset": "cluster_secrets", "protocol": "Kubernetes", "trigger": "k8s_pod_escape" }
{ "confidence_score": 0.794, "engine": "nemesis_planner", "mcts_branches": 649, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_GHOST", "telemetry": { "evasion_score": 0.191, "latency_ms": 313, "node_provider": "CrowdStrike", "noise_level_db": 27 }, "timestamp": "2026-04-10T01:59:54Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", "compon...
{ "noise_penalty": 0.44, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.83, "total_execution_ms": 8941 }
{ "fitness_score_update": 0.25, "parameter_drift": "none" }
impact_achieved
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "impact_achieved", "id": "NEMESIS-1605143", "timestamp": "2026-04-19T23:52:23Z", "trace_id": "cbbc3c34-6b77-44be-81e1-57a233e83b80", "weighted_score": 24.04 }
{ "anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.", "chain": "ubuntu-22.04", "impacted_asset": "customer_db", "protocol": "Web-App-Gateway", "trigger": "unusual_ingress_traffic" }
{ "confidence_score": 0.882, "engine": "nemesis_planner", "mcts_branches": 531, "winning_strategy": "Stealth_Escalation" }
[ { "action": "RECON_FUZZ_API", "component": "NEMESIS_EXPLOIT", "telemetry": { "evasion_score": 0.428, "latency_ms": 60, "node_provider": "Azure_Sentinel", "noise_level_db": 10 }, "timestamp": "2026-04-19T23:52:23Z" }, { "action": "EXPLOIT_SQL_INJECTION", "compo...
{ "noise_penalty": 0.11, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.8, "total_execution_ms": 7150 }
{ "fitness_score_update": 0, "parameter_drift": "none" }
impact_achieved
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "blocked_by_edr", "id": "NEMESIS-0899657", "timestamp": "2026-04-11T19:54:17Z", "trace_id": "5b1d3811-9326-4394-8326-58031f53b024", "weighted_score": 15.41 }
{ "anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.", "chain": "windows-server-2022", "impacted_asset": "ntds.dit", "protocol": "Active-Directory", "trigger": "phishing_attachment_opened" }
{ "confidence_score": 0.823, "engine": "nemesis_planner", "mcts_branches": 636, "winning_strategy": "Stealth_Escalation" }
[ { "action": "USER_DISCOVERY", "component": "NEMESIS_EXPLOIT", "telemetry": { "evasion_score": 0.407, "latency_ms": 257, "node_provider": "Local_Syslog", "noise_level_db": 63 }, "timestamp": "2026-04-11T19:54:17Z" }, { "action": "LSASS_MEMORY_DUMP", "component"...
{ "noise_penalty": 0.34, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.65, "total_execution_ms": 4719 }
{ "fitness_score_update": -0.06, "parameter_drift": "none" }
blocked_by_edr
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "blocked_by_edr", "id": "NEMESIS-1020068", "timestamp": "2026-04-13T05:21:08Z", "trace_id": "6373c070-83f4-4577-86f3-7df1f8701137", "weighted_score": 59.56 }
{ "anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.", "chain": "windows-server-2022", "impacted_asset": "ntds.dit", "protocol": "Active-Directory", "trigger": "phishing_attachment_opened" }
{ "confidence_score": 0.863, "engine": "nemesis_planner", "mcts_branches": 919, "winning_strategy": "Stealth_Escalation" }
[ { "action": "USER_DISCOVERY", "component": "NEMESIS_GHOST", "telemetry": { "evasion_score": 0.487, "latency_ms": 235, "node_provider": "CloudTrail", "noise_level_db": 23 }, "timestamp": "2026-04-13T05:21:08Z" }, { "action": "LSASS_MEMORY_DUMP", "component": "N...
{ "noise_penalty": 0.18, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.92, "total_execution_ms": 5156 }
{ "fitness_score_update": 0.39, "parameter_drift": "none" }
blocked_by_edr
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "stealth_maintained", "id": "NEMESIS-1200056", "timestamp": "2026-04-15T07:20:56Z", "trace_id": "c7b0fff9-58f6-48b3-8f3b-1c4766713071", "weighted_score": 86.32 }
{ "anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.", "chain": "us-east-1", "impacted_asset": "s3_vault", "protocol": "AWS-Cloud", "trigger": "iam_policy_modification" }
{ "confidence_score": 0.704, "engine": "nemesis_planner", "mcts_branches": 308, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CLOUD_RECON_IAM", "component": "NEMESIS_GHOST", "telemetry": { "evasion_score": 0.195, "latency_ms": 170, "node_provider": "Azure_Sentinel", "noise_level_db": 35 }, "timestamp": "2026-04-15T07:20:56Z" }, { "action": "PRIV_ESC_POLICY_MUTATION", "co...
{ "noise_penalty": 0.03, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.71, "total_execution_ms": 6875 }
{ "fitness_score_update": -0.07, "parameter_drift": "none" }
stealth_maintained
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "blocked_by_edr", "id": "NEMESIS-1658378", "timestamp": "2026-04-20T14:39:38Z", "trace_id": "d3e04c68-94c0-4852-8626-eefb3a815e65", "weighted_score": 54.06 }
{ "anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.", "chain": "prod-cluster-01", "impacted_asset": "cluster_secrets", "protocol": "Kubernetes", "trigger": "k8s_pod_escape" }
{ "confidence_score": 0.86, "engine": "nemesis_planner", "mcts_branches": 670, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_GHOST", "telemetry": { "evasion_score": 0.457, "latency_ms": 355, "node_provider": "CrowdStrike", "noise_level_db": 27 }, "timestamp": "2026-04-20T14:39:38Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", "compon...
{ "noise_penalty": 0.25, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.52, "total_execution_ms": 7357 }
{ "fitness_score_update": 0.36, "parameter_drift": "none" }
blocked_by_edr
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "blocked_by_edr", "id": "NEMESIS-0610921", "timestamp": "2026-04-08T11:42:01Z", "trace_id": "ee2baf94-3e4e-4313-b5a8-3b7ef14faa45", "weighted_score": 29.74 }
{ "anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.", "chain": "us-east-1", "impacted_asset": "s3_vault", "protocol": "AWS-Cloud", "trigger": "iam_policy_modification" }
{ "confidence_score": 0.869, "engine": "nemesis_planner", "mcts_branches": 167, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CLOUD_RECON_IAM", "component": "NEMESIS_ORCHESTRATOR", "telemetry": { "evasion_score": 0.722, "latency_ms": 274, "node_provider": "Azure_Sentinel", "noise_level_db": 20 }, "timestamp": "2026-04-08T11:42:01Z" }, { "action": "PRIV_ESC_POLICY_MUTATION", ...
{ "noise_penalty": 0.02, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.88, "total_execution_ms": 2118 }
{ "fitness_score_update": 0.15, "parameter_drift": "none" }
blocked_by_edr
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "blocked_by_edr", "id": "NEMESIS-0616006", "timestamp": "2026-04-08T13:06:46Z", "trace_id": "d3d5ab6e-dc85-4ee6-8305-8d8723c08f64", "weighted_score": 19.46 }
{ "anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.", "chain": "us-east-1", "impacted_asset": "s3_vault", "protocol": "AWS-Cloud", "trigger": "iam_policy_modification" }
{ "confidence_score": 0.858, "engine": "nemesis_planner", "mcts_branches": 763, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CLOUD_RECON_IAM", "component": "NEMESIS_ORCHESTRATOR", "telemetry": { "evasion_score": 0.773, "latency_ms": 365, "node_provider": "Azure_Sentinel", "noise_level_db": 14 }, "timestamp": "2026-04-08T13:06:46Z" }, { "action": "PRIV_ESC_POLICY_MUTATION", ...
{ "noise_penalty": 0.26, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.78, "total_execution_ms": 2316 }
{ "fitness_score_update": 0.41, "parameter_drift": "none" }
blocked_by_edr
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "blocked_by_edr", "id": "NEMESIS-0325796", "timestamp": "2026-04-05T04:29:56Z", "trace_id": "f10dc004-5a64-4720-bad8-d254c69db15f", "weighted_score": 73.9 }
{ "anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.", "chain": "prod-cluster-01", "impacted_asset": "cluster_secrets", "protocol": "Kubernetes", "trigger": "k8s_pod_escape" }
{ "confidence_score": 0.867, "engine": "nemesis_planner", "mcts_branches": 184, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_EXPLOIT", "telemetry": { "evasion_score": 0.392, "latency_ms": 285, "node_provider": "CloudTrail", "noise_level_db": 19 }, "timestamp": "2026-04-05T04:29:56Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", "compo...
{ "noise_penalty": 0.32, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.76, "total_execution_ms": 7851 }
{ "fitness_score_update": 0.15, "parameter_drift": "none" }
blocked_by_edr
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "impact_achieved", "id": "NEMESIS-1986820", "timestamp": "2026-04-24T09:53:40Z", "trace_id": "bf32099c-6a7f-4a7d-baac-b1a5269ae1b5", "weighted_score": 38.59 }
{ "anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.", "chain": "prod-cluster-01", "impacted_asset": "cluster_secrets", "protocol": "Kubernetes", "trigger": "k8s_pod_escape" }
{ "confidence_score": 0.736, "engine": "nemesis_planner", "mcts_branches": 355, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_RECON", "telemetry": { "evasion_score": 0.182, "latency_ms": 150, "node_provider": "CloudTrail", "noise_level_db": 31 }, "timestamp": "2026-04-24T09:53:40Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", "compone...
{ "noise_penalty": 0.42, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.86, "total_execution_ms": 2772 }
{ "fitness_score_update": 0.49, "parameter_drift": "none" }
impact_achieved
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "impact_achieved", "id": "NEMESIS-2103283", "timestamp": "2026-04-25T18:14:43Z", "trace_id": "25b8c2bd-4354-4034-8a40-c59209dc7a78", "weighted_score": 47.64 }
{ "anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.", "chain": "windows-server-2022", "impacted_asset": "ntds.dit", "protocol": "Active-Directory", "trigger": "phishing_attachment_opened" }
{ "confidence_score": 0.984, "engine": "nemesis_planner", "mcts_branches": 270, "winning_strategy": "Stealth_Escalation" }
[ { "action": "USER_DISCOVERY", "component": "NEMESIS_GHOST", "telemetry": { "evasion_score": 0.656, "latency_ms": 458, "node_provider": "CloudTrail", "noise_level_db": 78 }, "timestamp": "2026-04-25T18:14:43Z" }, { "action": "LSASS_MEMORY_DUMP", "component": "N...
{ "noise_penalty": 0.23, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.86, "total_execution_ms": 5517 }
{ "fitness_score_update": 0.15, "parameter_drift": "none" }
impact_achieved