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": "stealth_maintained",
"id": "NEMESIS-1812274",
"timestamp": "2026-04-22T09:24:34Z",
"trace_id": "1caa9c43-4303-4d72-b97a-d7272030d4f7",
"weighted_score": 85.14
} | {
"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": 0.81,
"engine": "nemesis_planner",
"mcts_branches": 402,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.728,
"latency_ms": 287,
"node_provider": "CloudTrail",
"noise_level_db": 73
},
"timestamp": "2026-04-22T09:24:34Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.08,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.77,
"total_execution_ms": 3903
} | {
"fitness_score_update": 0.1,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0142822",
"timestamp": "2026-04-03T01:40:22Z",
"trace_id": "3780462d-ac30-4f77-8bfa-015e3d523b3f",
"weighted_score": 12.4
} | {
"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": 0.806,
"engine": "nemesis_planner",
"mcts_branches": 111,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.764,
"latency_ms": 398,
"node_provider": "Azure_Sentinel",
"noise_level_db": 61
},
"timestamp": "2026-04-03T01:40:22Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.09,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.79,
"total_execution_ms": 6091
} | {
"fitness_score_update": 0.18,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0694797",
"timestamp": "2026-04-09T10:59:57Z",
"trace_id": "ff3a60ce-642f-4c0c-853d-1e937dffc05d",
"weighted_score": 48.63
} | {
"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": 0.772,
"engine": "nemesis_planner",
"mcts_branches": 181,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.941,
"latency_ms": 274,
"node_provider": "CloudTrail",
"noise_level_db": 33
},
"timestamp": "2026-04-09T10:59:57Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.01,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.56,
"total_execution_ms": 2430
} | {
"fitness_score_update": 0.47,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2307955",
"timestamp": "2026-04-28T03:05:55Z",
"trace_id": "efcf1d0f-0491-4d7b-80a7-70fd00359f64",
"weighted_score": 37.38
} | {
"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": 0.836,
"engine": "nemesis_planner",
"mcts_branches": 851,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.108,
"latency_ms": 252,
"node_provider": "CrowdStrike",
"noise_level_db": 67
},
"timestamp": "2026-04-28T03:05:55Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.08,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.5,
"total_execution_ms": 9774
} | {
"fitness_score_update": 0.21,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1141270",
"timestamp": "2026-04-14T15:01:10Z",
"trace_id": "fba87d96-a878-4632-87d2-77d9e9dfabe2",
"weighted_score": 31.18
} | {
"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": 0.955,
"engine": "nemesis_planner",
"mcts_branches": 642,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.312,
"latency_ms": 86,
"node_provider": "CrowdStrike",
"noise_level_db": 44
},
"timestamp": "2026-04-14T15:01:10Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.28,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.76,
"total_execution_ms": 6444
} | {
"fitness_score_update": 0.16,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1428245",
"timestamp": "2026-04-17T22:44:05Z",
"trace_id": "b4956a28-83b9-40fa-8b57-8335a318d952",
"weighted_score": 75.33
} | {
"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": 0.913,
"engine": "nemesis_planner",
"mcts_branches": 363,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.395,
"latency_ms": 228,
"node_provider": "Local_Syslog",
"noise_level_db": 36
},
"timestamp": "2026-04-17T22:44:05Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.17,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.48,
"total_execution_ms": 6428
} | {
"fitness_score_update": 0.05,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2326003",
"timestamp": "2026-04-28T08:06:43Z",
"trace_id": "796db9fa-a908-4398-89c4-50ca0888f906",
"weighted_score": 54.95
} | {
"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": 0.804,
"engine": "nemesis_planner",
"mcts_branches": 836,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.263,
"latency_ms": 395,
"node_provider": "CloudTrail",
"noise_level_db": 78
},
"timestamp": "2026-04-28T08:06:43Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
"noise_penalty": 0.06,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.48,
"total_execution_ms": 7773
} | {
"fitness_score_update": 0.04,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1093077",
"timestamp": "2026-04-14T01:37:57Z",
"trace_id": "2c1b8952-89f0-4256-97b9-7141d8bf3a1e",
"weighted_score": 77.97
} | {
"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": 0.833,
"engine": "nemesis_planner",
"mcts_branches": 837,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.524,
"latency_ms": 101,
"node_provider": "Azure_Sentinel",
"noise_level_db": 48
},
"timestamp": "2026-04-14T01:37:57Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"com... | {
"noise_penalty": 0.45,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.56,
"total_execution_ms": 8586
} | {
"fitness_score_update": 0.31,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0735045",
"timestamp": "2026-04-09T22:10:45Z",
"trace_id": "b3834035-7e35-4a37-bb7a-ab4d5523dc2d",
"weighted_score": 64.56
} | {
"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": 0.888,
"engine": "nemesis_planner",
"mcts_branches": 481,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.713,
"latency_ms": 268,
"node_provider": "CrowdStrike",
"noise_level_db": 34
},
"timestamp": "2026-04-09T22:10:45Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.33,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.86,
"total_execution_ms": 1120
} | {
"fitness_score_update": 0.41,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1144179",
"timestamp": "2026-04-14T15:49:39Z",
"trace_id": "a07c3dd0-5c79-4ae7-a934-e97fee182730",
"weighted_score": 88.76
} | {
"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": 0.755,
"engine": "nemesis_planner",
"mcts_branches": 898,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.514,
"latency_ms": 156,
"node_provider": "Local_Syslog",
"noise_level_db": 27
},
"timestamp": "2026-04-14T15:49:39Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.21,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.87,
"total_execution_ms": 2267
} | {
"fitness_score_update": 0.13,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1417876",
"timestamp": "2026-04-17T19:51:16Z",
"trace_id": "1b363e17-c8da-4e7f-a01b-83b6acee010d",
"weighted_score": 92.56
} | {
"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": 716,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.363,
"latency_ms": 261,
"node_provider": "CloudTrail",
"noise_level_db": 61
},
"timestamp": "2026-04-17T19:51:16Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"... | {
"noise_penalty": 0.07,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.6,
"total_execution_ms": 9504
} | {
"fitness_score_update": 0.28,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1097314",
"timestamp": "2026-04-14T02:48:34Z",
"trace_id": "d39c7a91-bf43-4c03-a681-39cbea03cd4d",
"weighted_score": 68.35
} | {
"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": 0.919,
"engine": "nemesis_planner",
"mcts_branches": 147,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.608,
"latency_ms": 374,
"node_provider": "CrowdStrike",
"noise_level_db": 22
},
"timestamp": "2026-04-14T02:48:34Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"comp... | {
"noise_penalty": 0.13,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.6,
"total_execution_ms": 1871
} | {
"fitness_score_update": 0.29,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2240950",
"timestamp": "2026-04-27T08:29:10Z",
"trace_id": "4f45e12b-69f1-4336-9ec8-1b915020a243",
"weighted_score": 90.06
} | {
"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": 0.984,
"engine": "nemesis_planner",
"mcts_branches": 949,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.448,
"latency_ms": 107,
"node_provider": "Azure_Sentinel",
"noise_level_db": 38
},
"timestamp": "2026-04-27T08:29:10Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"... | {
"noise_penalty": 0.19,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.45,
"total_execution_ms": 4795
} | {
"fitness_score_update": 0.14,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1387668",
"timestamp": "2026-04-17T11:27:48Z",
"trace_id": "2eddfcca-cfe9-4d10-bb1b-4174c2754fad",
"weighted_score": 72.01
} | {
"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": 0.719,
"engine": "nemesis_planner",
"mcts_branches": 449,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.521,
"latency_ms": 338,
"node_provider": "Azure_Sentinel",
"noise_level_db": 67
},
"timestamp": "2026-04-17T11:27:48Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.31,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.87,
"total_execution_ms": 4524
} | {
"fitness_score_update": 0.15,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0103369",
"timestamp": "2026-04-02T14:42:49Z",
"trace_id": "80680f13-00b4-4bb4-902b-2343ec09545f",
"weighted_score": 98.36
} | {
"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": 0.784,
"engine": "nemesis_planner",
"mcts_branches": 174,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.408,
"latency_ms": 68,
"node_provider": "Azure_Sentinel",
"noise_level_db": 45
},
"timestamp": "2026-04-02T14:42:49Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.4,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.86,
"total_execution_ms": 7264
} | {
"fitness_score_update": 0.33,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2288682",
"timestamp": "2026-04-27T21:44:42Z",
"trace_id": "35b63c3b-e5e4-4f68-9864-fd7d5bba1a1c",
"weighted_score": 56.87
} | {
"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": 0.927,
"engine": "nemesis_planner",
"mcts_branches": 563,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.896,
"latency_ms": 325,
"node_provider": "CrowdStrike",
"noise_level_db": 14
},
"timestamp": "2026-04-27T21:44:42Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"co... | {
"noise_penalty": 0.23,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.46,
"total_execution_ms": 9594
} | {
"fitness_score_update": 0.07,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0235277",
"timestamp": "2026-04-04T03:21:17Z",
"trace_id": "deb3aeb1-dcfc-4f04-93e2-090cde16125d",
"weighted_score": 23.56
} | {
"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": 0.713,
"engine": "nemesis_planner",
"mcts_branches": 595,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.831,
"latency_ms": 188,
"node_provider": "Local_Syslog",
"noise_level_db": 38
},
"timestamp": "2026-04-04T03:21:17Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.14,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.51,
"total_execution_ms": 9328
} | {
"fitness_score_update": 0.1,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0435438",
"timestamp": "2026-04-06T10:57:18Z",
"trace_id": "9c3edc9e-ed2c-466c-a260-f5be187c1188",
"weighted_score": 96.48
} | {
"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": 0.928,
"engine": "nemesis_planner",
"mcts_branches": 119,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
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"latency_ms": 131,
"node_provider": "Local_Syslog",
"noise_level_db": 42
},
"timestamp": "2026-04-06T10:57:18Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"comp... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.59,
"total_execution_ms": 5132
} | {
"fitness_score_update": -0.01,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1677416",
"timestamp": "2026-04-20T19:56:56Z",
"trace_id": "6ea5293e-2565-4af8-b967-7c8301d312ba",
"weighted_score": 67.14
} | {
"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": 0.84,
"engine": "nemesis_planner",
"mcts_branches": 970,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"latency_ms": 406,
"node_provider": "CloudTrail",
"noise_level_db": 52
},
"timestamp": "2026-04-20T19:56:56Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"componen... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 1,
"total_execution_ms": 3374
} | {
"fitness_score_update": 0.18,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2425554",
"timestamp": "2026-04-29T11:45:54Z",
"trace_id": "c5ffcc2c-3a9e-4f78-b85d-db2d79dbca39",
"weighted_score": 91.93
} | {
"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": 0.909,
"engine": "nemesis_planner",
"mcts_branches": 180,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "CloudTrail",
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},
"timestamp": "2026-04-29T11:45:54Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.99,
"total_execution_ms": 5217
} | {
"fitness_score_update": 0.11,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1849302",
"timestamp": "2026-04-22T19:41:42Z",
"trace_id": "db68ccd5-c9e6-46a0-b00d-37a0d4f7d1e5",
"weighted_score": 48.54
} | {
"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": 0.706,
"engine": "nemesis_planner",
"mcts_branches": 155,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"telemetry": {
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-22T19:41:42Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compo... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.57,
"total_execution_ms": 9639
} | {
"fitness_score_update": 0.08,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1827546",
"timestamp": "2026-04-22T13:39:06Z",
"trace_id": "8dc0bcee-4a76-4f04-adca-17385070edf5",
"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": 0.877,
"engine": "nemesis_planner",
"mcts_branches": 893,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"latency_ms": 487,
"node_provider": "CrowdStrike",
"noise_level_db": 17
},
"timestamp": "2026-04-22T13:39:06Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"com... | {
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"success_rate": 0.46,
"total_execution_ms": 5572
} | {
"fitness_score_update": -0.07,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1091903",
"timestamp": "2026-04-14T01:18:23Z",
"trace_id": "07333b04-74fe-41a3-93d5-dbc146e4a6cb",
"weighted_score": 21.63
} | {
"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": 0.864,
"engine": "nemesis_planner",
"mcts_branches": 369,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "CloudTrail",
"noise_level_db": 67
},
"timestamp": "2026-04-14T01:18:23Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.9,
"total_execution_ms": 7629
} | {
"fitness_score_update": 0.44,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2151276",
"timestamp": "2026-04-26T07:34:36Z",
"trace_id": "80bcaf01-fd30-4b92-b1ad-613cd34eb6c6",
"weighted_score": 15.48
} | {
"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": 659,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "Azure_Sentinel",
"noise_level_db": 58
},
"timestamp": "2026-04-26T07:34:36Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.56,
"total_execution_ms": 2046
} | {
"fitness_score_update": 0.33,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0800975",
"timestamp": "2026-04-10T16:29:35Z",
"trace_id": "f92cbb9f-2fde-4493-9cb7-da757f45ebc8",
"weighted_score": 34.27
} | {
"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": 0.847,
"engine": "nemesis_planner",
"mcts_branches": 392,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-10T16:29:35Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component":... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.91,
"total_execution_ms": 1650
} | {
"fitness_score_update": 0.12,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0952661",
"timestamp": "2026-04-12T10:37:41Z",
"trace_id": "4101cd79-89a2-4ad4-8fb5-ce1fd32eaa47",
"weighted_score": 28.45
} | {
"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": 0.708,
"engine": "nemesis_planner",
"mcts_branches": 901,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-12T10:37:41Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"com... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.45,
"total_execution_ms": 3190
} | {
"fitness_score_update": 0.25,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0491646",
"timestamp": "2026-04-07T02:34:06Z",
"trace_id": "2284ee99-cba0-459a-8c51-99284e1db87f",
"weighted_score": 55.77
} | {
"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": 0.966,
"engine": "nemesis_planner",
"mcts_branches": 325,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"noise_level_db": 63
},
"timestamp": "2026-04-07T02:34:06Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.53,
"total_execution_ms": 8463
} | {
"fitness_score_update": 0.17,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1149324",
"timestamp": "2026-04-14T17:15:24Z",
"trace_id": "23f16990-4fba-420a-8fb0-e2f22f65f242",
"weighted_score": 82.42
} | {
"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": 0.701,
"engine": "nemesis_planner",
"mcts_branches": 549,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-14T17:15:24Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.57,
"total_execution_ms": 9774
} | {
"fitness_score_update": 0.14,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0126100",
"timestamp": "2026-04-02T21:01:40Z",
"trace_id": "6ab50c84-6b6c-4db7-8b29-edf1f0b5e6c8",
"weighted_score": 97.51
} | {
"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": 0.904,
"engine": "nemesis_planner",
"mcts_branches": 290,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"latency_ms": 37,
"node_provider": "CloudTrail",
"noise_level_db": 68
},
"timestamp": "2026-04-02T21:01:40Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"componen... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.42,
"total_execution_ms": 8160
} | {
"fitness_score_update": 0.43,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1805186",
"timestamp": "2026-04-22T07:26:26Z",
"trace_id": "375e5e16-5385-468d-8064-e32d6c053e1f",
"weighted_score": 81.86
} | {
"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": 0.947,
"engine": "nemesis_planner",
"mcts_branches": 957,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"latency_ms": 336,
"node_provider": "Azure_Sentinel",
"noise_level_db": 50
},
"timestamp": "2026-04-22T07:26:26Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compone... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.56,
"total_execution_ms": 3163
} | {
"fitness_score_update": 0.31,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0052555",
"timestamp": "2026-04-02T00:35:55Z",
"trace_id": "32f6c63e-7a84-48cd-9d60-46d41330badd",
"weighted_score": 53.4
} | {
"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": 0.808,
"engine": "nemesis_planner",
"mcts_branches": 458,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"noise_level_db": 12
},
"timestamp": "2026-04-02T00:35:55Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component":... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.58,
"total_execution_ms": 9532
} | {
"fitness_score_update": 0.36,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1946112",
"timestamp": "2026-04-23T22:35:12Z",
"trace_id": "d75950fb-760c-4ec4-8283-8f8fc4de1288",
"weighted_score": 12.48
} | {
"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": 0.85,
"engine": "nemesis_planner",
"mcts_branches": 450,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-23T22:35:12Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.46,
"total_execution_ms": 8805
} | {
"fitness_score_update": 0.49,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2248510",
"timestamp": "2026-04-27T10:35:10Z",
"trace_id": "c90351c2-1f64-4074-8d1b-e3feb406d804",
"weighted_score": 86.12
} | {
"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": 0.779,
"engine": "nemesis_planner",
"mcts_branches": 822,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "CrowdStrike",
"noise_level_db": 64
},
"timestamp": "2026-04-27T10:35:10Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.89,
"total_execution_ms": 3353
} | {
"fitness_score_update": 0.19,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1745783",
"timestamp": "2026-04-21T14:56:23Z",
"trace_id": "4760c578-805b-453f-a78a-ec80f0b137e7",
"weighted_score": 26.48
} | {
"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": 0.945,
"engine": "nemesis_planner",
"mcts_branches": 546,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "Azure_Sentinel",
"noise_level_db": 27
},
"timestamp": "2026-04-21T14:56:23Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
... | {
"noise_penalty": 0.35,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.88,
"total_execution_ms": 4688
} | {
"fitness_score_update": 0.16,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0604038",
"timestamp": "2026-04-08T09:47:18Z",
"trace_id": "abfa9d1a-ad1f-4964-acbb-3d2e4366a9ed",
"weighted_score": 15.78
} | {
"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": 0.879,
"engine": "nemesis_planner",
"mcts_branches": 716,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"latency_ms": 368,
"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-08T09:47:18Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.6,
"total_execution_ms": 2825
} | {
"fitness_score_update": -0.01,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1312860",
"timestamp": "2026-04-16T14:41:00Z",
"trace_id": "12ed9ae0-471e-46ad-8de9-1fef66bab475",
"weighted_score": 44.64
} | {
"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": 0.831,
"engine": "nemesis_planner",
"mcts_branches": 518,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-16T14:41:00Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"success_rate": 0.78,
"total_execution_ms": 9309
} | {
"fitness_score_update": -0.06,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1013715",
"timestamp": "2026-04-13T03:35:15Z",
"trace_id": "d3493b7d-8eed-4143-a49a-76ea197e5627",
"weighted_score": 83.23
} | {
"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": 0.866,
"engine": "nemesis_planner",
"mcts_branches": 817,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-13T03:35:15Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 4925
} | {
"fitness_score_update": 0.42,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0701956",
"timestamp": "2026-04-09T12:59:16Z",
"trace_id": "40af38ca-427c-4fb8-8f10-85a9d8a347ff",
"weighted_score": 84.41
} | {
"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": 0.766,
"engine": "nemesis_planner",
"mcts_branches": 201,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "CloudTrail",
"noise_level_db": 66
},
"timestamp": "2026-04-09T12:59:16Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compone... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.87,
"total_execution_ms": 7627
} | {
"fitness_score_update": 0.09,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1211327",
"timestamp": "2026-04-15T10:28:47Z",
"trace_id": "193ceaa5-348c-44b8-b8bd-4f6c890d6854",
"weighted_score": 40.99
} | {
"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": 0.799,
"engine": "nemesis_planner",
"mcts_branches": 852,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-15T10:28:47Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
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"total_execution_ms": 4956
} | {
"fitness_score_update": 0.05,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2175944",
"timestamp": "2026-04-26T14:25:44Z",
"trace_id": "f9f5ab39-0a7d-4686-a803-367ba77d9600",
"weighted_score": 95.81
} | {
"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": 806,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-26T14:25:44Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.7,
"total_execution_ms": 7027
} | {
"fitness_score_update": 0.06,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1088121",
"timestamp": "2026-04-14T00:15:21Z",
"trace_id": "748a6e76-f82c-43f9-a43f-565667186fce",
"weighted_score": 95.03
} | {
"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"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 211,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-14T00:15:21Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
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"total_execution_ms": 7800
} | {
"fitness_score_update": 0.14,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1576522",
"timestamp": "2026-04-19T15:55:22Z",
"trace_id": "5e8096ca-a859-483d-9686-c780ddb11a22",
"weighted_score": 28.77
} | {
"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": 0.911,
"engine": "nemesis_planner",
"mcts_branches": 772,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-19T15:55:22Z"
},
{
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"total_execution_ms": 9467
} | {
"fitness_score_update": 0.43,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0008869",
"timestamp": "2026-04-01T12:27:49Z",
"trace_id": "446153c4-62bd-409b-9547-30838a7ecfd5",
"weighted_score": 68.7
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
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"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.853,
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"mcts_branches": 704,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-01T12:27:49Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"success_rate": 0.99,
"total_execution_ms": 6340
} | {
"fitness_score_update": 0.44,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0276205",
"timestamp": "2026-04-04T14:43:25Z",
"trace_id": "1a2e9d02-c78c-461b-9841-1566d69ba04c",
"weighted_score": 20.18
} | {
"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"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 916,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-04T14:43:25Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"total_execution_ms": 8644
} | {
"fitness_score_update": 0.04,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2004948",
"timestamp": "2026-04-24T14:55:48Z",
"trace_id": "9efe1f16-b019-4b2f-a6d2-af67c12671f6",
"weighted_score": 71.3
} | {
"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"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 884,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-24T14:55:48Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component":... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.49,
"total_execution_ms": 8858
} | {
"fitness_score_update": 0.1,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1155259",
"timestamp": "2026-04-14T18:54:19Z",
"trace_id": "8aadd060-0433-427e-b8b0-e3278b29d9eb",
"weighted_score": 70.55
} | {
"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"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 659,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-14T18:54:19Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.57,
"total_execution_ms": 2055
} | {
"fitness_score_update": 0.04,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0091976",
"timestamp": "2026-04-02T11:32:56Z",
"trace_id": "190d7c1c-4cc3-4673-a212-191551143213",
"weighted_score": 20.42
} | {
"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": 0.86,
"engine": "nemesis_planner",
"mcts_branches": 689,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-02T11:32:56Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"success_rate": 0.97,
"total_execution_ms": 8523
} | {
"fitness_score_update": -0.07,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2107571",
"timestamp": "2026-04-25T19:26:11Z",
"trace_id": "219f3861-3c4c-4b5e-a45c-b870dba3cc7d",
"weighted_score": 53.81
} | {
"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"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 228,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-25T19:26:11Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"com... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.78,
"total_execution_ms": 2480
} | {
"fitness_score_update": 0.12,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0836239",
"timestamp": "2026-04-11T02:17:19Z",
"trace_id": "69bb72e5-5e36-47f4-a69c-ef06b2351308",
"weighted_score": 64.87
} | {
"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"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 727,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-11T02:17:19Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.9,
"total_execution_ms": 2095
} | {
"fitness_score_update": 0.29,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1425418",
"timestamp": "2026-04-17T21:56:58Z",
"trace_id": "67189867-31c2-4827-8a8d-ca803968e762",
"weighted_score": 21.39
} | {
"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"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 275,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-17T21:56:58Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 5074
} | {
"fitness_score_update": 0.23,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2008977",
"timestamp": "2026-04-24T16:02:57Z",
"trace_id": "c0f7ea2d-337a-4a14-b7cb-575fffedc354",
"weighted_score": 14.44
} | {
"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"
} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-24T16:02:57Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"comp... | {
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 2799
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0371189",
"timestamp": "2026-04-05T17:06:29Z",
"trace_id": "12fee79c-cfab-4066-9a68-4e733bcd542a",
"weighted_score": 46.32
} | {
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"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-05T17:06:29Z"
},
{
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"total_execution_ms": 2885
} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0977257",
"timestamp": "2026-04-12T17:27:37Z",
"trace_id": "4c2cea2b-e4c7-4e98-a031-e5cc57339083",
"weighted_score": 95.71
} | {
"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"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
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},
{
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} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1891752",
"timestamp": "2026-04-23T07:29:12Z",
"trace_id": "d3887c0d-1c7b-42e3-8aa5-d57e9008db0d",
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} | {
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"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
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},
{
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... | {
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} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1168319",
"timestamp": "2026-04-14T22:31:59Z",
"trace_id": "35b83691-c771-423a-8c9c-9b48ea64ca1e",
"weighted_score": 63.85
} | {
"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"
} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
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},
{
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1264885",
"timestamp": "2026-04-16T01:21:25Z",
"trace_id": "7c7bf7d7-2127-40e5-bc13-7b0704bbb25b",
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} | {
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"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
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},
{
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... | {
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0365852",
"timestamp": "2026-04-05T15:37:32Z",
"trace_id": "9bd4e283-a2b6-4b25-ad50-4309f5c3050c",
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} | {
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"chain": "us-east-1",
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
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},
{
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... | {
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2017573",
"timestamp": "2026-04-24T18:26:13Z",
"trace_id": "47b97658-66d0-452f-9a0e-bc4edb697958",
"weighted_score": 97.54
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
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"protocol": "Kubernetes",
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} | {
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} | [
{
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},
"timestamp": "2026-04-24T18:26:13Z"
},
{
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1071644",
"timestamp": "2026-04-13T19:40:44Z",
"trace_id": "df42101a-9a32-4c75-b2e7-bb858a0e8df8",
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} | {
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"chain": "us-east-1",
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"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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} | [
{
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},
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},
{
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
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"timestamp": "2026-04-21T15:24:57Z",
"trace_id": "af3d5494-7840-411b-98d4-abdab078dbda",
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} | {
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} | {
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} | [
{
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},
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},
{
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... | {
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"total_execution_ms": 5291
} | {
"fitness_score_update": 0.11,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
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"id": "NEMESIS-0619008",
"timestamp": "2026-04-08T13:56:48Z",
"trace_id": "70ff7678-fef8-45da-9525-4a86c00d83f4",
"weighted_score": 27.67
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
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"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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} | [
{
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},
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},
{
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"total_execution_ms": 2202
} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
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"id": "NEMESIS-0833054",
"timestamp": "2026-04-11T01:24:14Z",
"trace_id": "2b30256e-e527-4ebc-8f22-74ad53593074",
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} | {
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} | {
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} | [
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},
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},
{
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"total_execution_ms": 7051
} | {
"fitness_score_update": 0.41,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0284323",
"timestamp": "2026-04-04T16:58:43Z",
"trace_id": "4261339d-f8fc-4d3c-959b-3759b9c15503",
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} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
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"protocol": "Kubernetes",
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
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},
"timestamp": "2026-04-04T16:58:43Z"
},
{
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"total_execution_ms": 2127
} | {
"fitness_score_update": 0.4,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0812695",
"timestamp": "2026-04-10T19:44:55Z",
"trace_id": "e567c7a9-9ac0-4da9-9adf-319e8191205b",
"weighted_score": 98.48
} | {
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"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
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},
"timestamp": "2026-04-10T19:44:55Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 8881
} | {
"fitness_score_update": 0.34,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1713705",
"timestamp": "2026-04-21T06:01:45Z",
"trace_id": "46c928d0-2f10-4d20-8578-88f649ec3e14",
"weighted_score": 31.23
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
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"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-21T06:01:45Z"
},
{
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"total_execution_ms": 9011
} | {
"fitness_score_update": 0.33,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
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"id": "NEMESIS-2419853",
"timestamp": "2026-04-29T10:10:53Z",
"trace_id": "f78d5fea-8ef9-413a-aea9-88da5e51b0f9",
"weighted_score": 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"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-29T10:10:53Z"
},
{
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"total_execution_ms": 9265
} | {
"fitness_score_update": -0.03,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1562624",
"timestamp": "2026-04-19T12:03:44Z",
"trace_id": "10f21774-bfbc-4802-bc22-be50f8c3ecbf",
"weighted_score": 87.95
} | {
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"chain": "prod-cluster-01",
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"protocol": "Kubernetes",
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-19T12:03:44Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"success_rate": 0.86,
"total_execution_ms": 3854
} | {
"fitness_score_update": -0.06,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
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"id": "NEMESIS-1412648",
"timestamp": "2026-04-17T18:24:08Z",
"trace_id": "e1350299-ee0a-422c-9224-f5941f1296fd",
"weighted_score": 14.49
} | {
"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"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-17T18:24:08Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "NEM... | {
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 3782
} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0690372",
"timestamp": "2026-04-09T09:46:12Z",
"trace_id": "b1e2d2ba-c6dd-43a7-9dd1-897d2a926fcb",
"weighted_score": 56.17
} | {
"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"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 234,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-09T09:46:12Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 5025
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1967993",
"timestamp": "2026-04-24T04:39:53Z",
"trace_id": "f2ac3a9e-d790-4584-bc34-f0a172f80663",
"weighted_score": 27.13
} | {
"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"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
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},
"timestamp": "2026-04-24T04:39:53Z"
},
{
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"total_execution_ms": 5716
} | {
"fitness_score_update": 0.42,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2082597",
"timestamp": "2026-04-25T12:29:57Z",
"trace_id": "9ac77526-6201-4db5-8a72-c37de238d902",
"weighted_score": 10.65
} | {
"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": 451,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-25T12:29:57Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2422311",
"timestamp": "2026-04-29T10:51:51Z",
"trace_id": "46899da4-73d1-4889-b534-66281d21f394",
"weighted_score": 53.45
} | {
"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"
} | {
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"mcts_branches": 151,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-29T10:51:51Z"
},
{
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} | {
"fitness_score_update": 0.15,
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1548822",
"timestamp": "2026-04-19T08:13:42Z",
"trace_id": "adbf686f-64db-4097-a2dc-d8c69385f8cc",
"weighted_score": 36
} | {
"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"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-19T08:13:42Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0278961",
"timestamp": "2026-04-04T15:29:21Z",
"trace_id": "d090ea09-6c1e-4706-ac66-9a1351c4e8e1",
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} | {
"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"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
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},
{
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"total_execution_ms": 1083
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0306807",
"timestamp": "2026-04-04T23:13:27Z",
"trace_id": "ac398dc6-2106-49ec-8fba-c0b0e40771e5",
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} | {
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"chain": "us-east-1",
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"protocol": "AWS-Cloud",
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} | {
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} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-04T23:13:27Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1746429",
"timestamp": "2026-04-21T15:07:09Z",
"trace_id": "f182b49f-77f8-4ee0-a2bb-b1a4158e7041",
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} | {
"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"
} | {
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} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-21T15:07:09Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 1883
} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2279787",
"timestamp": "2026-04-27T19:16:27Z",
"trace_id": "9fba719c-15ac-4309-98fa-aebbdb73eb58",
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} | {
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"chain": "us-east-1",
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"protocol": "AWS-Cloud",
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
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},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 4488
} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
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"timestamp": "2026-04-29T16:35:24Z",
"trace_id": "009929b5-9b1f-4982-86a0-3134b5aede62",
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} | {
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"chain": "ubuntu-22.04",
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"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
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},
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},
{
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"total_execution_ms": 7603
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
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"timestamp": "2026-04-14T04:45:29Z",
"trace_id": "4983661f-3d8f-43ea-8dba-ee845696106e",
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} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
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"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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} | [
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},
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},
{
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"total_execution_ms": 6984
} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0762420",
"timestamp": "2026-04-10T05:47:00Z",
"trace_id": "6ce5a181-5022-4569-980a-ada144848110",
"weighted_score": 38.17
} | {
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"chain": "us-east-1",
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"protocol": "AWS-Cloud",
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
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},
"timestamp": "2026-04-10T05:47:00Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 2484
} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1521173",
"timestamp": "2026-04-19T00:32:53Z",
"trace_id": "dbe513f0-58c5-47ea-97a3-bd7a2164abc9",
"weighted_score": 64.18
} | {
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"chain": "us-east-1",
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"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-19T00:32:53Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"total_execution_ms": 4180
} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2469137",
"timestamp": "2026-04-29T23:52:17Z",
"trace_id": "37985cb2-a327-4b9c-9b16-9c8c428a2dc7",
"weighted_score": 12.18
} | {
"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"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
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},
"timestamp": "2026-04-29T23:52:17Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 6427
} | {
"fitness_score_update": 0.45,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0324996",
"timestamp": "2026-04-05T04:16:36Z",
"trace_id": "27636f5a-348a-47a0-bb5c-3c4e759cc441",
"weighted_score": 55.86
} | {
"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"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-05T04:16:36Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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"total_execution_ms": 8650
} | {
"fitness_score_update": 0.39,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0448487",
"timestamp": "2026-04-06T14:34:47Z",
"trace_id": "65328e5b-9af3-43cd-a1d5-c630585bc4ef",
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} | {
"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"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
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},
"timestamp": "2026-04-06T14:34:47Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 9051
} | {
"fitness_score_update": 0.02,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1190827",
"timestamp": "2026-04-15T04:47:07Z",
"trace_id": "08fc3f58-362f-40e5-80c4-95840e04478c",
"weighted_score": 83
} | {
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"chain": "us-east-1",
"impacted_asset": "s3_vault",
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"trigger": "iam_policy_modification"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-15T04:47:07Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 9647
} | {
"fitness_score_update": 0.31,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0825654",
"timestamp": "2026-04-10T23:20:54Z",
"trace_id": "5cde5f99-2caa-4044-97de-32d41ab19a5d",
"weighted_score": 22.95
} | {
"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": 0.91,
"engine": "nemesis_planner",
"mcts_branches": 659,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.695,
"latency_ms": 5,
"node_provider": "Azure_Sentinel",
"noise_level_db": 16
},
"timestamp": "2026-04-10T23:20:54Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.07,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.68,
"total_execution_ms": 2352
} | {
"fitness_score_update": 0.48,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1885024",
"timestamp": "2026-04-23T05:37:04Z",
"trace_id": "1654ab14-0e1c-4b7d-9bc0-14b88d0a6218",
"weighted_score": 85.46
} | {
"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": 0.811,
"engine": "nemesis_planner",
"mcts_branches": 191,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.58,
"latency_ms": 458,
"node_provider": "CloudTrail",
"noise_level_db": 46
},
"timestamp": "2026-04-23T05:37:04Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"comp... | {
"noise_penalty": 0.26,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.59,
"total_execution_ms": 1009
} | {
"fitness_score_update": -0.07,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1213775",
"timestamp": "2026-04-15T11:09:35Z",
"trace_id": "8a12fcfc-a25f-4349-90e7-664cc2fd55b0",
"weighted_score": 84.24
} | {
"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": 571,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.28,
"latency_ms": 390,
"node_provider": "Azure_Sentinel",
"noise_level_db": 67
},
"timestamp": "2026-04-15T11:09:35Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.2,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.72,
"total_execution_ms": 7275
} | {
"fitness_score_update": 0.4,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1248810",
"timestamp": "2026-04-15T20:53:30Z",
"trace_id": "e301d4bc-fcda-4c6a-8196-c173818108fb",
"weighted_score": 80.3
} | {
"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": 0.893,
"engine": "nemesis_planner",
"mcts_branches": 370,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.834,
"latency_ms": 292,
"node_provider": "CloudTrail",
"noise_level_db": 33
},
"timestamp": "2026-04-15T20:53:30Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
"noise_penalty": 0.18,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.55,
"total_execution_ms": 6781
} | {
"fitness_score_update": 0.26,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1011768",
"timestamp": "2026-04-13T03:02:48Z",
"trace_id": "f3a0d5bc-3d37-4e6e-bbdb-437ff0c88efe",
"weighted_score": 74.17
} | {
"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": 0.971,
"engine": "nemesis_planner",
"mcts_branches": 305,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.468,
"latency_ms": 87,
"node_provider": "Azure_Sentinel",
"noise_level_db": 24
},
"timestamp": "2026-04-13T03:02:48Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compo... | {
"noise_penalty": 0.07,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.42,
"total_execution_ms": 7164
} | {
"fitness_score_update": 0.32,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0666469",
"timestamp": "2026-04-09T03:07:49Z",
"trace_id": "f8dcb812-dbc7-47eb-a9f1-aa836db5611a",
"weighted_score": 76.57
} | {
"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": 0.738,
"engine": "nemesis_planner",
"mcts_branches": 114,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.862,
"latency_ms": 409,
"node_provider": "Local_Syslog",
"noise_level_db": 77
},
"timestamp": "2026-04-09T03:07:49Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compo... | {
"noise_penalty": 0.08,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.85,
"total_execution_ms": 4051
} | {
"fitness_score_update": 0.29,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2179005",
"timestamp": "2026-04-26T15:16:45Z",
"trace_id": "a65764e7-f04a-4b87-b5be-774176c05d83",
"weighted_score": 76.95
} | {
"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": 0.771,
"engine": "nemesis_planner",
"mcts_branches": 539,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.342,
"latency_ms": 237,
"node_provider": "CloudTrail",
"noise_level_db": 57
},
"timestamp": "2026-04-26T15:16:45Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compon... | {
"noise_penalty": 0.24,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.69,
"total_execution_ms": 9938
} | {
"fitness_score_update": -0.09,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1477651",
"timestamp": "2026-04-18T12:27:31Z",
"trace_id": "16bbc804-4d7e-42de-aaed-c3063a7d4456",
"weighted_score": 88.67
} | {
"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": 0.943,
"engine": "nemesis_planner",
"mcts_branches": 524,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.513,
"latency_ms": 310,
"node_provider": "CloudTrail",
"noise_level_db": 14
},
"timestamp": "2026-04-18T12:27:31Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compon... | {
"noise_penalty": 0.13,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.92,
"total_execution_ms": 3220
} | {
"fitness_score_update": 0.2,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0459586",
"timestamp": "2026-04-06T17:39:46Z",
"trace_id": "0fa8138e-e837-4068-97ef-770453f4794b",
"weighted_score": 45.16
} | {
"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": 0.883,
"engine": "nemesis_planner",
"mcts_branches": 623,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.739,
"latency_ms": 13,
"node_provider": "CloudTrail",
"noise_level_db": 56
},
"timestamp": "2026-04-06T17:39:46Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compone... | {
"noise_penalty": 0.14,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.67,
"total_execution_ms": 5249
} | {
"fitness_score_update": 0.46,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1973332",
"timestamp": "2026-04-24T06:08:52Z",
"trace_id": "f4c1bf84-a09d-41cd-b167-102c653e2d7d",
"weighted_score": 29.14
} | {
"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": 0.749,
"engine": "nemesis_planner",
"mcts_branches": 123,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.225,
"latency_ms": 408,
"node_provider": "CloudTrail",
"noise_level_db": 47
},
"timestamp": "2026-04-24T06:08:52Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"... | {
"noise_penalty": 0.4,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.64,
"total_execution_ms": 8483
} | {
"fitness_score_update": 0.38,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1560808",
"timestamp": "2026-04-19T11:33:28Z",
"trace_id": "8e7705f2-b52b-4e2f-b55c-927629dcdb16",
"weighted_score": 33.64
} | {
"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": 0.833,
"engine": "nemesis_planner",
"mcts_branches": 331,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.309,
"latency_ms": 209,
"node_provider": "Local_Syslog",
"noise_level_db": 48
},
"timestamp": "2026-04-19T11:33:28Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.38,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.99,
"total_execution_ms": 8420
} | {
"fitness_score_update": 0.25,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0911879",
"timestamp": "2026-04-11T23:17:59Z",
"trace_id": "fdef37d5-a0af-42fd-9ec1-2963ad77bae5",
"weighted_score": 51.11
} | {
"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": 0.969,
"engine": "nemesis_planner",
"mcts_branches": 810,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.771,
"latency_ms": 311,
"node_provider": "Azure_Sentinel",
"noise_level_db": 48
},
"timestamp": "2026-04-11T23:17:59Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"... | {
"noise_penalty": 0.14,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.89,
"total_execution_ms": 8124
} | {
"fitness_score_update": 0.15,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0964352",
"timestamp": "2026-04-12T13:52:32Z",
"trace_id": "377ba95f-674f-44df-b553-d45f52536d2b",
"weighted_score": 51.29
} | {
"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": 0.885,
"engine": "nemesis_planner",
"mcts_branches": 211,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.927,
"latency_ms": 359,
"node_provider": "Azure_Sentinel",
"noise_level_db": 22
},
"timestamp": "2026-04-12T13:52:32Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.08,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.72,
"total_execution_ms": 9577
} | {
"fitness_score_update": 0.37,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2263304",
"timestamp": "2026-04-27T14:41:44Z",
"trace_id": "9f1e90bc-7363-4afd-ac60-1ead85f4ef5c",
"weighted_score": 56.48
} | {
"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": 0.9,
"engine": "nemesis_planner",
"mcts_branches": 282,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.107,
"latency_ms": 33,
"node_provider": "CloudTrail",
"noise_level_db": 18
},
"timestamp": "2026-04-27T14:41:44Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
"noise_penalty": 0.03,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.57,
"total_execution_ms": 4367
} | {
"fitness_score_update": 0.32,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2399455",
"timestamp": "2026-04-29T04:30:55Z",
"trace_id": "6a0af627-9a7b-44ae-9b65-5204d1b1b970",
"weighted_score": 82.87
} | {
"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": 0.926,
"engine": "nemesis_planner",
"mcts_branches": 414,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.412,
"latency_ms": 312,
"node_provider": "Azure_Sentinel",
"noise_level_db": 70
},
"timestamp": "2026-04-29T04:30:55Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
... | {
"noise_penalty": 0.38,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.9,
"total_execution_ms": 9919
} | {
"fitness_score_update": 0,
"parameter_drift": "none"
} | stealth_maintained |
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