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-0884302",
"timestamp": "2026-04-11T15:38:22Z",
"trace_id": "d353abf7-3b11-44bf-9dbe-e88fa98ab90b",
"weighted_score": 79.29
} | {
"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": 0.775,
"engine": "nemesis_planner",
"mcts_branches": 770,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.632,
"latency_ms": 299,
"node_provider": "Azure_Sentinel",
"noise_level_db": 54
},
"timestamp": "2026-04-11T15:38:22Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compon... | {
"noise_penalty": 0.49,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.78,
"total_execution_ms": 1955
} | {
"fitness_score_update": 0.21,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2431005",
"timestamp": "2026-04-29T13:16:45Z",
"trace_id": "47adea10-f5e9-471d-8c3e-17700f761891",
"weighted_score": 39.09
} | {
"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": 0.709,
"engine": "nemesis_planner",
"mcts_branches": 294,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.537,
"latency_ms": 19,
"node_provider": "Azure_Sentinel",
"noise_level_db": 24
},
"timestamp": "2026-04-29T13:16:45Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"comp... | {
"noise_penalty": 0.07,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.6,
"total_execution_ms": 2157
} | {
"fitness_score_update": 0.18,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2250935",
"timestamp": "2026-04-27T11:15:35Z",
"trace_id": "2cfaf7ff-97fe-41c7-a478-1eb0538e2a68",
"weighted_score": 98.05
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.97,
"engine": "nemesis_planner",
"mcts_branches": 153,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.778,
"latency_ms": 327,
"node_provider": "Local_Syslog",
"noise_level_db": 20
},
"timestamp": "2026-04-27T11:15:35Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.19,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.4,
"total_execution_ms": 2764
} | {
"fitness_score_update": -0.03,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2051252",
"timestamp": "2026-04-25T03:47:32Z",
"trace_id": "14f84e26-851c-47ad-9753-94ddb26edcd1",
"weighted_score": 36.11
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.984,
"engine": "nemesis_planner",
"mcts_branches": 180,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.359,
"latency_ms": 57,
"node_provider": "CrowdStrike",
"noise_level_db": 33
},
"timestamp": "2026-04-25T03:47:32Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
"noise_penalty": 0.37,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.76,
"total_execution_ms": 2817
} | {
"fitness_score_update": 0.17,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0063206",
"timestamp": "2026-04-02T03:33:26Z",
"trace_id": "5c1aa7fd-31ee-4ba1-a477-393a09cf7414",
"weighted_score": 24.54
} | {
"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": 0.834,
"engine": "nemesis_planner",
"mcts_branches": 114,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.5,
"latency_ms": 424,
"node_provider": "Local_Syslog",
"noise_level_db": 46
},
"timestamp": "2026-04-02T03:33:26Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.02,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.82,
"total_execution_ms": 8982
} | {
"fitness_score_update": -0.07,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0155074",
"timestamp": "2026-04-03T05:04:34Z",
"trace_id": "ca5696fe-18dc-4c98-af58-fbaf7917ae21",
"weighted_score": 31.86
} | {
"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": 0.849,
"engine": "nemesis_planner",
"mcts_branches": 228,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.38,
"latency_ms": 403,
"node_provider": "CloudTrail",
"noise_level_db": 44
},
"timestamp": "2026-04-03T05:04:34Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"comp... | {
"noise_penalty": 0.14,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.57,
"total_execution_ms": 7160
} | {
"fitness_score_update": 0.16,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0820967",
"timestamp": "2026-04-10T22:02:47Z",
"trace_id": "129cb218-fafa-4bd0-99e9-27d8b0a096a6",
"weighted_score": 10.77
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.843,
"engine": "nemesis_planner",
"mcts_branches": 494,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.805,
"latency_ms": 85,
"node_provider": "Azure_Sentinel",
"noise_level_db": 46
},
"timestamp": "2026-04-10T22:02:47Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.48,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 1,
"total_execution_ms": 3966
} | {
"fitness_score_update": 0.33,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1106224",
"timestamp": "2026-04-14T05:17:04Z",
"trace_id": "042398a7-2c97-4ba4-92a0-2d558e5040b4",
"weighted_score": 75.14
} | {
"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": 0.834,
"engine": "nemesis_planner",
"mcts_branches": 181,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.783,
"latency_ms": 244,
"node_provider": "CloudTrail",
"noise_level_db": 55
},
"timestamp": "2026-04-14T05:17:04Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"com... | {
"noise_penalty": 0.44,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.68,
"total_execution_ms": 8828
} | {
"fitness_score_update": 0.08,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1046409",
"timestamp": "2026-04-13T12:40:09Z",
"trace_id": "236cc6de-1ced-4395-9430-f9128892b385",
"weighted_score": 20.32
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.786,
"engine": "nemesis_planner",
"mcts_branches": 930,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.329,
"latency_ms": 69,
"node_provider": "CloudTrail",
"noise_level_db": 21
},
"timestamp": "2026-04-13T12:40:09Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"... | {
"noise_penalty": 0.4,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.97,
"total_execution_ms": 8626
} | {
"fitness_score_update": -0.06,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1433893",
"timestamp": "2026-04-18T00:18:13Z",
"trace_id": "584d4a47-9d4b-4641-b142-ec31e6b5a69d",
"weighted_score": 91.1
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.835,
"engine": "nemesis_planner",
"mcts_branches": 830,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.153,
"latency_ms": 148,
"node_provider": "CloudTrail",
"noise_level_db": 14
},
"timestamp": "2026-04-18T00:18:13Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
"noise_penalty": 0.35,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.71,
"total_execution_ms": 7428
} | {
"fitness_score_update": 0.01,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2243616",
"timestamp": "2026-04-27T09:13:36Z",
"trace_id": "09bfe469-89b5-4dce-8099-f1cccd2d1236",
"weighted_score": 50.76
} | {
"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": 0.831,
"engine": "nemesis_planner",
"mcts_branches": 881,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.399,
"latency_ms": 268,
"node_provider": "CloudTrail",
"noise_level_db": 47
},
"timestamp": "2026-04-27T09:13:36Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.37,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.45,
"total_execution_ms": 2207
} | {
"fitness_score_update": 0.26,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1284096",
"timestamp": "2026-04-16T06:41:36Z",
"trace_id": "7d766fa7-d8ee-486b-be2c-ce81986c8142",
"weighted_score": 27.83
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.986,
"engine": "nemesis_planner",
"mcts_branches": 244,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.765,
"latency_ms": 392,
"node_provider": "Local_Syslog",
"noise_level_db": 45
},
"timestamp": "2026-04-16T06:41:36Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.4,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.94,
"total_execution_ms": 1773
} | {
"fitness_score_update": 0.18,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1492605",
"timestamp": "2026-04-18T16:36:45Z",
"trace_id": "b4fe9a68-1765-4c92-82c1-e18828485d2b",
"weighted_score": 73.76
} | {
"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": 0.773,
"engine": "nemesis_planner",
"mcts_branches": 895,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.121,
"latency_ms": 376,
"node_provider": "CloudTrail",
"noise_level_db": 72
},
"timestamp": "2026-04-18T16:36:45Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.08,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.8,
"total_execution_ms": 9754
} | {
"fitness_score_update": 0.14,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2045644",
"timestamp": "2026-04-25T02:14:04Z",
"trace_id": "04ae0472-e02d-46bc-b22b-4abac3569782",
"weighted_score": 44.68
} | {
"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": 0.827,
"engine": "nemesis_planner",
"mcts_branches": 440,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.12,
"latency_ms": 344,
"node_provider": "CloudTrail",
"noise_level_db": 48
},
"timestamp": "2026-04-25T02:14:04Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"componen... | {
"noise_penalty": 0.05,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.58,
"total_execution_ms": 5301
} | {
"fitness_score_update": 0.23,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1977734",
"timestamp": "2026-04-24T07:22:14Z",
"trace_id": "45acf55c-41ca-45b1-8967-9ea6c12c08d4",
"weighted_score": 10.1
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.984,
"engine": "nemesis_planner",
"mcts_branches": 446,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.938,
"latency_ms": 274,
"node_provider": "Azure_Sentinel",
"noise_level_db": 78
},
"timestamp": "2026-04-24T07:22:14Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.45,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.88,
"total_execution_ms": 3645
} | {
"fitness_score_update": 0.07,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0354500",
"timestamp": "2026-04-05T12:28:20Z",
"trace_id": "57289d2f-97f5-404f-b7e6-080693175ed8",
"weighted_score": 44.02
} | {
"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": 0.722,
"engine": "nemesis_planner",
"mcts_branches": 476,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.547,
"latency_ms": 282,
"node_provider": "CloudTrail",
"noise_level_db": 18
},
"timestamp": "2026-04-05T12:28:20Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"... | {
"noise_penalty": 0.06,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.99,
"total_execution_ms": 8695
} | {
"fitness_score_update": 0.17,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0327993",
"timestamp": "2026-04-05T05:06:33Z",
"trace_id": "65ee685f-2588-4352-8042-32a219a51d84",
"weighted_score": 57.27
} | {
"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": 0.884,
"engine": "nemesis_planner",
"mcts_branches": 253,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.353,
"latency_ms": 94,
"node_provider": "CrowdStrike",
"noise_level_db": 56
},
"timestamp": "2026-04-05T05:06:33Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
"noise_penalty": 0.24,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.65,
"total_execution_ms": 6381
} | {
"fitness_score_update": 0.5,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2072011",
"timestamp": "2026-04-25T09:33:31Z",
"trace_id": "9b13196e-f8b6-4670-8415-5d578363ab2b",
"weighted_score": 99.84
} | {
"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": 0.783,
"engine": "nemesis_planner",
"mcts_branches": 250,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
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"latency_ms": 38,
"node_provider": "CloudTrail",
"noise_level_db": 68
},
"timestamp": "2026-04-25T09:33:31Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compone... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.53,
"total_execution_ms": 2673
} | {
"fitness_score_update": 0.21,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1778344",
"timestamp": "2026-04-21T23:59:04Z",
"trace_id": "ab2d23a0-6b7f-49d0-b39a-2d9f48f3c49d",
"weighted_score": 38.06
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.941,
"engine": "nemesis_planner",
"mcts_branches": 430,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
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"node_provider": "Azure_Sentinel",
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},
"timestamp": "2026-04-21T23:59:04Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"c... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.53,
"total_execution_ms": 8659
} | {
"fitness_score_update": 0.44,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1299935",
"timestamp": "2026-04-16T11:05:35Z",
"trace_id": "7fcbbc6a-1291-4ced-b8b9-19ccbac19d69",
"weighted_score": 95
} | {
"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": 0.78,
"engine": "nemesis_planner",
"mcts_branches": 744,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-16T11:05:35Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.7,
"total_execution_ms": 2941
} | {
"fitness_score_update": 0.23,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0540447",
"timestamp": "2026-04-07T16:07:27Z",
"trace_id": "570b0ee8-c9fc-4013-a588-336a4ec2a562",
"weighted_score": 18.67
} | {
"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": 0.864,
"engine": "nemesis_planner",
"mcts_branches": 474,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-07T16:07:27Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.91,
"total_execution_ms": 6286
} | {
"fitness_score_update": -0.04,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0822936",
"timestamp": "2026-04-10T22:35:36Z",
"trace_id": "1fafe94a-21dd-4069-a6da-f8e3c80d2628",
"weighted_score": 65.64
} | {
"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": 0.957,
"engine": "nemesis_planner",
"mcts_branches": 170,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-10T22:35:36Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.73,
"total_execution_ms": 6587
} | {
"fitness_score_update": 0.47,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2289436",
"timestamp": "2026-04-27T21:57:16Z",
"trace_id": "af125316-2e71-40bd-bfda-446cca43ada0",
"weighted_score": 26.6
} | {
"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": 0.755,
"engine": "nemesis_planner",
"mcts_branches": 243,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-27T21:57:16Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
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"success_rate": 0.84,
"total_execution_ms": 7517
} | {
"fitness_score_update": 0.38,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0769326",
"timestamp": "2026-04-10T07:42:06Z",
"trace_id": "17156af3-fe0a-4183-b5e4-66f163e92a99",
"weighted_score": 35.68
} | {
"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": 0.933,
"engine": "nemesis_planner",
"mcts_branches": 718,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-10T07:42:06Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 6440
} | {
"fitness_score_update": 0.05,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1119362",
"timestamp": "2026-04-14T08:56:02Z",
"trace_id": "6a0421e7-f61a-4ec1-a3e5-561ae8f90959",
"weighted_score": 27.54
} | {
"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"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 268,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-14T08:56:02Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.96,
"total_execution_ms": 7570
} | {
"fitness_score_update": 0.01,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0001852",
"timestamp": "2026-04-01T10:30:52Z",
"trace_id": "bcad94c3-cac0-41e8-a688-651a2ebdd0ae",
"weighted_score": 28.97
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.826,
"engine": "nemesis_planner",
"mcts_branches": 610,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-01T10:30:52Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
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"total_execution_ms": 3913
} | {
"fitness_score_update": 0.42,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1850765",
"timestamp": "2026-04-22T20:06:05Z",
"trace_id": "57134370-071e-4039-af26-70b041d1aeb8",
"weighted_score": 36.18
} | {
"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": "2026-04-22T20:06:05Z"
},
{
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"total_execution_ms": 8854
} | {
"fitness_score_update": 0.43,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0317402",
"timestamp": "2026-04-05T02:10:02Z",
"trace_id": "da04086b-40eb-4525-8a14-1b905623d4fd",
"weighted_score": 83.77
} | {
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"chain": "us-east-1",
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"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": "2026-04-05T02:10:02Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 1113
} | {
"fitness_score_update": -0.09,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0880884",
"timestamp": "2026-04-11T14:41:24Z",
"trace_id": "4dbf88ca-1bd7-425d-aacf-0d7019fb2145",
"weighted_score": 86.34
} | {
"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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"mcts_branches": 982,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-11T14:41:24Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 9041
} | {
"fitness_score_update": 0.24,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0330704",
"timestamp": "2026-04-05T05:51:44Z",
"trace_id": "5aee3202-aa77-481d-a66c-eda7781f684a",
"weighted_score": 65.59
} | {
"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": 0.801,
"engine": "nemesis_planner",
"mcts_branches": 226,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-05T05:51:44Z"
},
{
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"total_execution_ms": 8785
} | {
"fitness_score_update": 0.05,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0181293",
"timestamp": "2026-04-03T12:21:33Z",
"trace_id": "bfe67ac6-b565-4ce6-a653-4cee56b2fd35",
"weighted_score": 73.31
} | {
"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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},
"timestamp": "2026-04-03T12:21:33Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
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"success_rate": 0.92,
"total_execution_ms": 4707
} | {
"fitness_score_update": 0.27,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1788107",
"timestamp": "2026-04-22T02:41:47Z",
"trace_id": "49b8580d-31a2-4f1c-95c9-f1b1f2b6afe5",
"weighted_score": 55.45
} | {
"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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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-22T02:41:47Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 8922
} | {
"fitness_score_update": 0.41,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0956283",
"timestamp": "2026-04-12T11:38:03Z",
"trace_id": "b42a5bee-b684-45fa-8ed8-faf6bd65eeaa",
"weighted_score": 87.92
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.837,
"engine": "nemesis_planner",
"mcts_branches": 647,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-12T11:38:03Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component":... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.61,
"total_execution_ms": 1983
} | {
"fitness_score_update": 0.46,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1885367",
"timestamp": "2026-04-23T05:42:47Z",
"trace_id": "1c346f19-8eb1-4682-8195-58040665f134",
"weighted_score": 81.07
} | {
"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": 0.949,
"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-23T05:42:47Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 4885
} | {
"fitness_score_update": 0.37,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0313514",
"timestamp": "2026-04-05T01:05:14Z",
"trace_id": "d3327ec2-d23a-4dec-b6a7-0c87cef2066a",
"weighted_score": 68.29
} | {
"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": 205,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.529,
"latency_ms": 130,
"node_provider": "Azure_Sentinel",
"noise_level_db": 46
},
"timestamp": "2026-04-05T01:05:14Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compon... | {
"noise_penalty": 0.44,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.6,
"total_execution_ms": 9546
} | {
"fitness_score_update": 0.25,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0836433",
"timestamp": "2026-04-11T02:20:33Z",
"trace_id": "8c377d39-250d-4c15-98a5-19665c314f5e",
"weighted_score": 72.56
} | {
"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": 0.785,
"engine": "nemesis_planner",
"mcts_branches": 103,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.847,
"latency_ms": 288,
"node_provider": "CrowdStrike",
"noise_level_db": 62
},
"timestamp": "2026-04-11T02:20:33Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.3,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.85,
"total_execution_ms": 9164
} | {
"fitness_score_update": 0.23,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1375208",
"timestamp": "2026-04-17T08:00:08Z",
"trace_id": "8e74c0b9-c92b-4710-8915-90ea127879e4",
"weighted_score": 74.42
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.784,
"engine": "nemesis_planner",
"mcts_branches": 397,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.623,
"latency_ms": 215,
"node_provider": "Azure_Sentinel",
"noise_level_db": 26
},
"timestamp": "2026-04-17T08:00:08Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compon... | {
"noise_penalty": 0.49,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.84,
"total_execution_ms": 7685
} | {
"fitness_score_update": 0.29,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1109236",
"timestamp": "2026-04-14T06:07:16Z",
"trace_id": "b3067609-40a3-4cb0-9218-0b498ad99b18",
"weighted_score": 91.08
} | {
"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": 0.854,
"engine": "nemesis_planner",
"mcts_branches": 165,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.516,
"latency_ms": 100,
"node_provider": "CloudTrail",
"noise_level_db": 69
},
"timestamp": "2026-04-14T06:07:16Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.31,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.42,
"total_execution_ms": 3701
} | {
"fitness_score_update": -0.07,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0245509",
"timestamp": "2026-04-04T06:11:49Z",
"trace_id": "4ed232fb-cf89-403c-a6bf-f5235097d98e",
"weighted_score": 47.95
} | {
"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": 0.963,
"engine": "nemesis_planner",
"mcts_branches": 897,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.616,
"latency_ms": 171,
"node_provider": "Azure_Sentinel",
"noise_level_db": 36
},
"timestamp": "2026-04-04T06:11:49Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
"noise_penalty": 0.31,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.58,
"total_execution_ms": 2111
} | {
"fitness_score_update": 0.2,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0702493",
"timestamp": "2026-04-09T13:08:13Z",
"trace_id": "a3ec5910-bb25-4afd-8b2b-44b5cd887258",
"weighted_score": 33.9
} | {
"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": 0.824,
"engine": "nemesis_planner",
"mcts_branches": 483,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.2,
"latency_ms": 147,
"node_provider": "Local_Syslog",
"noise_level_db": 38
},
"timestamp": "2026-04-09T13:08:13Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.38,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.72,
"total_execution_ms": 8428
} | {
"fitness_score_update": 0.49,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2171798",
"timestamp": "2026-04-26T13:16:38Z",
"trace_id": "69ba00e2-d47d-4d42-bf88-3e487cc55d18",
"weighted_score": 79.64
} | {
"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": 0.969,
"engine": "nemesis_planner",
"mcts_branches": 264,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.821,
"latency_ms": 157,
"node_provider": "CrowdStrike",
"noise_level_db": 35
},
"timestamp": "2026-04-26T13:16:38Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
"noise_penalty": 0,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.77,
"total_execution_ms": 4583
} | {
"fitness_score_update": 0.39,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0073381",
"timestamp": "2026-04-02T06:23:01Z",
"trace_id": "43ef6e6e-4f30-4876-9ba0-bc99eb3f1c9d",
"weighted_score": 15.47
} | {
"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": 0.75,
"engine": "nemesis_planner",
"mcts_branches": 962,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.261,
"latency_ms": 488,
"node_provider": "CrowdStrike",
"noise_level_db": 30
},
"timestamp": "2026-04-02T06:23:01Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
"noise_penalty": 0.33,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.59,
"total_execution_ms": 5018
} | {
"fitness_score_update": 0.17,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1033561",
"timestamp": "2026-04-13T09:06:01Z",
"trace_id": "8355820c-5c5e-4c7c-bcef-d4ad0269bbf6",
"weighted_score": 27.36
} | {
"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": 0.888,
"engine": "nemesis_planner",
"mcts_branches": 710,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.297,
"latency_ms": 492,
"node_provider": "CloudTrail",
"noise_level_db": 55
},
"timestamp": "2026-04-13T09:06:01Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.21,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.78,
"total_execution_ms": 6405
} | {
"fitness_score_update": -0.01,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0592900",
"timestamp": "2026-04-08T06:41:40Z",
"trace_id": "581186b4-d1d8-4d2e-815f-7456dfa8d5de",
"weighted_score": 20.09
} | {
"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": 0.978,
"engine": "nemesis_planner",
"mcts_branches": 340,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.95,
"latency_ms": 340,
"node_provider": "CrowdStrike",
"noise_level_db": 13
},
"timestamp": "2026-04-08T06:41:40Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
"noise_penalty": 0,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.44,
"total_execution_ms": 3095
} | {
"fitness_score_update": 0.44,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0782167",
"timestamp": "2026-04-10T11:16:07Z",
"trace_id": "937dc635-62a3-41ba-a088-37bd9b8b9cc3",
"weighted_score": 65.35
} | {
"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": 0.748,
"engine": "nemesis_planner",
"mcts_branches": 244,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.467,
"latency_ms": 172,
"node_provider": "CrowdStrike",
"noise_level_db": 40
},
"timestamp": "2026-04-10T11:16:07Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
"noise_penalty": 0.22,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.92,
"total_execution_ms": 6135
} | {
"fitness_score_update": 0.14,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1028786",
"timestamp": "2026-04-13T07:46:26Z",
"trace_id": "6bc9407e-c856-434e-abb4-70536285e2be",
"weighted_score": 48.06
} | {
"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": 0.701,
"engine": "nemesis_planner",
"mcts_branches": 431,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.575,
"latency_ms": 316,
"node_provider": "CloudTrail",
"noise_level_db": 32
},
"timestamp": "2026-04-13T07:46:26Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
"noise_penalty": 0.3,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.98,
"total_execution_ms": 4528
} | {
"fitness_score_update": 0.08,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0209975",
"timestamp": "2026-04-03T20:19:35Z",
"trace_id": "4caaa5bb-5ebd-4429-99f8-cad7ec8ef4d6",
"weighted_score": 73.91
} | {
"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": 0.895,
"engine": "nemesis_planner",
"mcts_branches": 101,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.408,
"latency_ms": 220,
"node_provider": "Azure_Sentinel",
"noise_level_db": 60
},
"timestamp": "2026-04-03T20:19:35Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"c... | {
"noise_penalty": 0.15,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.94,
"total_execution_ms": 4279
} | {
"fitness_score_update": -0.08,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0981869",
"timestamp": "2026-04-12T18:44:29Z",
"trace_id": "ca0835c7-ce91-4357-a2a1-6801dbc03455",
"weighted_score": 61.93
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.781,
"engine": "nemesis_planner",
"mcts_branches": 886,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.752,
"latency_ms": 338,
"node_provider": "Azure_Sentinel",
"noise_level_db": 29
},
"timestamp": "2026-04-12T18:44:29Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"comp... | {
"noise_penalty": 0.5,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.45,
"total_execution_ms": 6252
} | {
"fitness_score_update": 0.05,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1219166",
"timestamp": "2026-04-15T12:39:26Z",
"trace_id": "d32d0434-bebc-4f2c-b2ef-9431e8e24d5e",
"weighted_score": 70.77
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.833,
"engine": "nemesis_planner",
"mcts_branches": 603,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.2,
"latency_ms": 382,
"node_provider": "CrowdStrike",
"noise_level_db": 21
},
"timestamp": "2026-04-15T12:39:26Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"componen... | {
"noise_penalty": 0.05,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.81,
"total_execution_ms": 1737
} | {
"fitness_score_update": 0.45,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1413884",
"timestamp": "2026-04-17T18:44:44Z",
"trace_id": "020e25b0-5860-46b4-9d5b-1f6ce58e7e61",
"weighted_score": 46.85
} | {
"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": 0.978,
"engine": "nemesis_planner",
"mcts_branches": 678,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
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"latency_ms": 407,
"node_provider": "Local_Syslog",
"noise_level_db": 46
},
"timestamp": "2026-04-17T18:44:44Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.07,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.66,
"total_execution_ms": 6927
} | {
"fitness_score_update": 0.41,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1369418",
"timestamp": "2026-04-17T06:23:38Z",
"trace_id": "d733dbfb-3d79-49fa-9784-642be0bfafd2",
"weighted_score": 39.73
} | {
"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": 0.93,
"engine": "nemesis_planner",
"mcts_branches": 534,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
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"latency_ms": 167,
"node_provider": "Local_Syslog",
"noise_level_db": 40
},
"timestamp": "2026-04-17T06:23:38Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.1,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.93,
"total_execution_ms": 8340
} | {
"fitness_score_update": -0.09,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0135645",
"timestamp": "2026-04-02T23:40:45Z",
"trace_id": "3ad47ec0-c574-4944-954b-a04bda885cb0",
"weighted_score": 16.51
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.918,
"engine": "nemesis_planner",
"mcts_branches": 558,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-02T23:40:45Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.83,
"total_execution_ms": 9733
} | {
"fitness_score_update": 0.29,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1986950",
"timestamp": "2026-04-24T09:55:50Z",
"trace_id": "8169d158-b815-44e5-b477-d622886944a0",
"weighted_score": 48.92
} | {
"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": 0.87,
"engine": "nemesis_planner",
"mcts_branches": 248,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-24T09:55:50Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.52,
"total_execution_ms": 2856
} | {
"fitness_score_update": 0.36,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2473988",
"timestamp": "2026-04-30T01:13:08Z",
"trace_id": "36291135-9c4b-4803-bc0b-69aa8461ab92",
"weighted_score": 86.33
} | {
"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": 0.914,
"engine": "nemesis_planner",
"mcts_branches": 857,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-30T01:13:08Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compon... | {
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 7660
} | {
"fitness_score_update": 0,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1238097",
"timestamp": "2026-04-15T17:54:57Z",
"trace_id": "90d18c32-95f1-456c-b0fd-42c94e19ac34",
"weighted_score": 71.35
} | {
"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": 287,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-15T17:54:57Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"success_rate": 0.99,
"total_execution_ms": 2795
} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1088980",
"timestamp": "2026-04-14T00:29:40Z",
"trace_id": "e9d9a28f-3dfe-4740-9a32-5e38d5d09f1f",
"weighted_score": 78.94
} | {
"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",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-14T00:29:40Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 3609
} | {
"fitness_score_update": 0.32,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0493692",
"timestamp": "2026-04-07T03:08:12Z",
"trace_id": "6901c143-5707-4535-9b4f-1d8f585db81d",
"weighted_score": 32.83
} | {
"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": 680,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "Azure_Sentinel",
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},
"timestamp": "2026-04-07T03:08:12Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.68,
"total_execution_ms": 3209
} | {
"fitness_score_update": 0.48,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0400316",
"timestamp": "2026-04-06T01:11:56Z",
"trace_id": "76423402-cb91-4b19-b798-db3f6b4bf2ac",
"weighted_score": 53.05
} | {
"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": 0.916,
"engine": "nemesis_planner",
"mcts_branches": 286,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-06T01:11:56Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.71,
"total_execution_ms": 1421
} | {
"fitness_score_update": 0.11,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2287295",
"timestamp": "2026-04-27T21:21:35Z",
"trace_id": "8c861d3f-4b4e-424e-b6e4-5d21f300529b",
"weighted_score": 41.18
} | {
"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": 0.866,
"engine": "nemesis_planner",
"mcts_branches": 442,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-27T21:21:35Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"comp... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.93,
"total_execution_ms": 7113
} | {
"fitness_score_update": 0.45,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1105712",
"timestamp": "2026-04-14T05:08:32Z",
"trace_id": "6178e186-a033-4cb8-9060-e75b4c19cf74",
"weighted_score": 99.84
} | {
"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": 0.894,
"engine": "nemesis_planner",
"mcts_branches": 630,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "CrowdStrike",
"noise_level_db": 21
},
"timestamp": "2026-04-14T05:08:32Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
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"success_rate": 1,
"total_execution_ms": 2847
} | {
"fitness_score_update": 0.17,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0462796",
"timestamp": "2026-04-06T18:33:16Z",
"trace_id": "b5b64bb5-0364-4027-a4af-ef634844d2bc",
"weighted_score": 70.5
} | {
"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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"mcts_branches": 971,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-06T18:33:16Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"co... | {
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"success_rate": 0.92,
"total_execution_ms": 5648
} | {
"fitness_score_update": 0.27,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0040074",
"timestamp": "2026-04-01T21:07:54Z",
"trace_id": "27a47d1e-24b4-4dd4-ab03-c4bfb4caf60a",
"weighted_score": 75.98
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.728,
"engine": "nemesis_planner",
"mcts_branches": 981,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"noise_level_db": 10
},
"timestamp": "2026-04-01T21:07:54Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"com... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.95,
"total_execution_ms": 2804
} | {
"fitness_score_update": 0.06,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1255338",
"timestamp": "2026-04-15T22:42:18Z",
"trace_id": "b9bb90bb-79ad-4761-8c7e-911dcfa21a7c",
"weighted_score": 87.47
} | {
"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": 0.945,
"engine": "nemesis_planner",
"mcts_branches": 484,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"noise_level_db": 35
},
"timestamp": "2026-04-15T22:42:18Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"comp... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.75,
"total_execution_ms": 5533
} | {
"fitness_score_update": 0.45,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2062048",
"timestamp": "2026-04-25T06:47:28Z",
"trace_id": "ac6604e8-b8a8-45cc-a197-63dfd2f5d3db",
"weighted_score": 29.32
} | {
"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": 0.892,
"engine": "nemesis_planner",
"mcts_branches": 782,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"telemetry": {
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"noise_level_db": 70
},
"timestamp": "2026-04-25T06:47:28Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compone... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.83,
"total_execution_ms": 9873
} | {
"fitness_score_update": -0.01,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1916155",
"timestamp": "2026-04-23T14:15:55Z",
"trace_id": "48a8ded7-d968-4915-bbed-339f5ca1122e",
"weighted_score": 18.77
} | {
"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": 0.72,
"engine": "nemesis_planner",
"mcts_branches": 269,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "CrowdStrike",
"noise_level_db": 26
},
"timestamp": "2026-04-23T14:15:55Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compone... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.43,
"total_execution_ms": 2995
} | {
"fitness_score_update": 0.16,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1891321",
"timestamp": "2026-04-23T07:22:01Z",
"trace_id": "7d59f950-0d0f-4b55-aba6-9ee8ddd70ead",
"weighted_score": 31.84
} | {
"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": 0.742,
"engine": "nemesis_planner",
"mcts_branches": 441,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "CloudTrail",
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},
"timestamp": "2026-04-23T07:22:01Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"comp... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.48,
"total_execution_ms": 1820
} | {
"fitness_score_update": 0.24,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0945507",
"timestamp": "2026-04-12T08:38:27Z",
"trace_id": "2dfe5e9a-e53e-43cd-a353-c4361ca06cec",
"weighted_score": 57.26
} | {
"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": 0.865,
"engine": "nemesis_planner",
"mcts_branches": 592,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "Local_Syslog",
"noise_level_db": 26
},
"timestamp": "2026-04-12T08:38:27Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.37,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.9,
"total_execution_ms": 2215
} | {
"fitness_score_update": 0.22,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1198123",
"timestamp": "2026-04-15T06:48:43Z",
"trace_id": "6b87e154-c4dc-4ce8-90ba-4e4e7443ae5c",
"weighted_score": 55.02
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.867,
"engine": "nemesis_planner",
"mcts_branches": 370,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
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"node_provider": "Azure_Sentinel",
"noise_level_db": 70
},
"timestamp": "2026-04-15T06:48:43Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"comp... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.84,
"total_execution_ms": 8325
} | {
"fitness_score_update": 0.01,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2287082",
"timestamp": "2026-04-27T21:18:02Z",
"trace_id": "93d2b584-eed1-46af-8872-96eab045a3f3",
"weighted_score": 80.37
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-27T21:18:02Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1646924",
"timestamp": "2026-04-20T11:28:44Z",
"trace_id": "1ee1ef40-da4c-4b2d-a330-4f71b01d65f6",
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} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
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"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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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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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0968071",
"timestamp": "2026-04-12T14:54:31Z",
"trace_id": "63eca874-8b14-4b23-8b0e-e180e1184719",
"weighted_score": 23.45
} | {
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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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"total_execution_ms": 1938
} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0814701",
"timestamp": "2026-04-10T20:18:21Z",
"trace_id": "b58e9753-123b-48b7-9b1a-c720d66f7e5c",
"weighted_score": 71.36
} | {
"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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} | [
{
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},
"timestamp": "2026-04-10T20:18:21Z"
},
{
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2446145",
"timestamp": "2026-04-29T17:29:05Z",
"trace_id": "4d2224eb-b308-4d0e-9609-69fa6f2bb51d",
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} | {
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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 | {
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"timestamp": "2026-04-05T04:13:37Z",
"trace_id": "8dde9968-34ac-4ca7-a849-9828db373766",
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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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} | [
{
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},
{
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} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
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"trace_id": "1a97c2e2-4899-47ff-abf0-54ca10bdfa67",
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} | {
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"chain": "us-east-1",
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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 | {
"decision_outcome": "exfiltration_complete",
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"timestamp": "2026-04-28T22:43:28Z",
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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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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
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"trace_id": "6ce1b7f0-e4f0-410e-b198-2b90ef8b103a",
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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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} | [
{
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},
"timestamp": "2026-04-24T07:32:19Z"
},
{
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"total_execution_ms": 6589
} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
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"timestamp": "2026-04-16T13:30:38Z",
"trace_id": "ca0996f6-4f61-4b3c-8eff-1aa93cdcd76a",
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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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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
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"trace_id": "febe8ba9-8e71-4404-97c2-ba58ec67dd21",
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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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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
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"timestamp": "2026-04-04T07:01:34Z",
"trace_id": "e075d63b-109b-4da4-a37b-6ed68f69370c",
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} | {
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} | {
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} | [
{
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},
"timestamp": "2026-04-04T07:01:34Z"
},
{
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} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
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"timestamp": "2026-04-01T15:32:17Z",
"trace_id": "74444f29-9779-4fc6-a90b-79729d4850e0",
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} | {
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} | {
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} | [
{
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},
"timestamp": "2026-04-01T15:32:17Z"
},
{
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} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
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} | {
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} | {
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} | [
{
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},
"timestamp": "2026-04-02T09:25:34Z"
},
{
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"... | {
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
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"timestamp": "2026-04-26T06:19:59Z",
"trace_id": "55d5a83a-064c-40a7-a16c-e819c3840177",
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} | {
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"trigger": "unusual_ingress_traffic"
} | {
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} | [
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},
"timestamp": "2026-04-26T06:19:59Z"
},
{
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"total_execution_ms": 3984
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
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"timestamp": "2026-04-20T21:07:28Z",
"trace_id": "35cdeb2f-d4ee-4ffa-a7d7-e83381d7d490",
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} | {
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} | {
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} | [
{
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},
"timestamp": "2026-04-20T21:07:28Z"
},
{
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"total_execution_ms": 6757
} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
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"trace_id": "1c3d7095-3c47-46ff-a296-3a6a32d644e8",
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} | {
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} | {
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} | [
{
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},
"timestamp": "2026-04-25T08:13:07Z"
},
{
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} | {
"fitness_score_update": 0.03,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0323808",
"timestamp": "2026-04-05T03:56:48Z",
"trace_id": "caeb0458-20dd-432d-a136-02d9e5524222",
"weighted_score": 32.66
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.805,
"engine": "nemesis_planner",
"mcts_branches": 480,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.791,
"latency_ms": 420,
"node_provider": "Local_Syslog",
"noise_level_db": 23
},
"timestamp": "2026-04-05T03:56:48Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.01,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 1,
"total_execution_ms": 9615
} | {
"fitness_score_update": 0.09,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0635434",
"timestamp": "2026-04-08T18:30:34Z",
"trace_id": "1076b302-f86c-4f6f-9b9a-f7dc233b658e",
"weighted_score": 32.04
} | {
"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": 0.868,
"engine": "nemesis_planner",
"mcts_branches": 256,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.392,
"latency_ms": 109,
"node_provider": "CloudTrail",
"noise_level_db": 37
},
"timestamp": "2026-04-08T18:30:34Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compone... | {
"noise_penalty": 0.46,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.49,
"total_execution_ms": 1003
} | {
"fitness_score_update": 0.41,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0092671",
"timestamp": "2026-04-02T11:44:31Z",
"trace_id": "a1270862-aac5-4534-8ea1-d5c67099d701",
"weighted_score": 61.38
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.845,
"engine": "nemesis_planner",
"mcts_branches": 189,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.703,
"latency_ms": 450,
"node_provider": "Local_Syslog",
"noise_level_db": 65
},
"timestamp": "2026-04-02T11:44:31Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.18,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.83,
"total_execution_ms": 9955
} | {
"fitness_score_update": 0.32,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1401246",
"timestamp": "2026-04-17T15:14:06Z",
"trace_id": "346d361a-03bd-41e9-97f5-7cd09dd79bcf",
"weighted_score": 15.68
} | {
"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": 0.837,
"engine": "nemesis_planner",
"mcts_branches": 983,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.921,
"latency_ms": 335,
"node_provider": "Azure_Sentinel",
"noise_level_db": 53
},
"timestamp": "2026-04-17T15:14:06Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.06,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.58,
"total_execution_ms": 7771
} | {
"fitness_score_update": 0.32,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2291696",
"timestamp": "2026-04-27T22:34:56Z",
"trace_id": "4f0f9d6c-f7ec-4fdf-8054-636546244e2b",
"weighted_score": 16.03
} | {
"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": 0.941,
"engine": "nemesis_planner",
"mcts_branches": 493,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.438,
"latency_ms": 458,
"node_provider": "Local_Syslog",
"noise_level_db": 60
},
"timestamp": "2026-04-27T22:34:56Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.46,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.54,
"total_execution_ms": 9854
} | {
"fitness_score_update": 0.4,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1942326",
"timestamp": "2026-04-23T21:32:06Z",
"trace_id": "e0c7d691-7b0d-4c29-a9e3-faa305801df9",
"weighted_score": 81.53
} | {
"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": 0.856,
"engine": "nemesis_planner",
"mcts_branches": 444,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.305,
"latency_ms": 157,
"node_provider": "CrowdStrike",
"noise_level_db": 17
},
"timestamp": "2026-04-23T21:32:06Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
"noise_penalty": 0.31,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.84,
"total_execution_ms": 4959
} | {
"fitness_score_update": 0.12,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1105034",
"timestamp": "2026-04-14T04:57:14Z",
"trace_id": "78085bd1-68ac-457f-96f1-fa0a274b6145",
"weighted_score": 15.1
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.904,
"engine": "nemesis_planner",
"mcts_branches": 910,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.781,
"latency_ms": 135,
"node_provider": "Local_Syslog",
"noise_level_db": 26
},
"timestamp": "2026-04-14T04:57:14Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compon... | {
"noise_penalty": 0.39,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.49,
"total_execution_ms": 2488
} | {
"fitness_score_update": 0.01,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1561724",
"timestamp": "2026-04-19T11:48:44Z",
"trace_id": "bfa07d0e-3f12-434e-8018-2541c9db66b0",
"weighted_score": 54.62
} | {
"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": 0.93,
"engine": "nemesis_planner",
"mcts_branches": 700,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.755,
"latency_ms": 246,
"node_provider": "Azure_Sentinel",
"noise_level_db": 22
},
"timestamp": "2026-04-19T11:48:44Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"... | {
"noise_penalty": 0.16,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.51,
"total_execution_ms": 1920
} | {
"fitness_score_update": -0.08,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0129575",
"timestamp": "2026-04-02T21:59:35Z",
"trace_id": "ee1f59c7-edc6-4a71-8fad-56e5722b3426",
"weighted_score": 52.33
} | {
"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": 0.717,
"engine": "nemesis_planner",
"mcts_branches": 553,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.329,
"latency_ms": 168,
"node_provider": "CrowdStrike",
"noise_level_db": 50
},
"timestamp": "2026-04-02T21:59:35Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
"noise_penalty": 0.02,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.72,
"total_execution_ms": 4910
} | {
"fitness_score_update": 0.27,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0235102",
"timestamp": "2026-04-04T03:18:22Z",
"trace_id": "f51b77b5-146c-4e57-94d6-fca1e4d3ae9f",
"weighted_score": 12.62
} | {
"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": 0.771,
"engine": "nemesis_planner",
"mcts_branches": 763,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.769,
"latency_ms": 101,
"node_provider": "Local_Syslog",
"noise_level_db": 75
},
"timestamp": "2026-04-04T03:18:22Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.08,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.83,
"total_execution_ms": 7035
} | {
"fitness_score_update": 0.27,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0007573",
"timestamp": "2026-04-01T12:06:13Z",
"trace_id": "aadc6560-e1e3-4dd2-984f-99715b89631b",
"weighted_score": 66.72
} | {
"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": 0.795,
"engine": "nemesis_planner",
"mcts_branches": 314,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.336,
"latency_ms": 56,
"node_provider": "Azure_Sentinel",
"noise_level_db": 67
},
"timestamp": "2026-04-01T12:06:13Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component":... | {
"noise_penalty": 0.04,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.6,
"total_execution_ms": 4794
} | {
"fitness_score_update": -0.05,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1053654",
"timestamp": "2026-04-13T14:40:54Z",
"trace_id": "834f84fc-72df-4e05-b354-1a10f9dbd36e",
"weighted_score": 98.97
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.953,
"engine": "nemesis_planner",
"mcts_branches": 291,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.11,
"latency_ms": 412,
"node_provider": "Local_Syslog",
"noise_level_db": 64
},
"timestamp": "2026-04-13T14:40:54Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
"noise_penalty": 0.26,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.82,
"total_execution_ms": 8675
} | {
"fitness_score_update": 0.24,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0504520",
"timestamp": "2026-04-07T06:08:40Z",
"trace_id": "c2ac2ac7-9943-43d3-8ce6-fa3e4e17a3e8",
"weighted_score": 73.44
} | {
"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"
} | {
"confidence_score": 0.754,
"engine": "nemesis_planner",
"mcts_branches": 278,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.605,
"latency_ms": 428,
"node_provider": "Local_Syslog",
"noise_level_db": 55
},
"timestamp": "2026-04-07T06:08:40Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"comp... | {
"noise_penalty": 0.28,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.64,
"total_execution_ms": 7554
} | {
"fitness_score_update": 0.31,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2473239",
"timestamp": "2026-04-30T01:00:39Z",
"trace_id": "1ab5f982-4a4f-4d37-9d0d-4bbf42705d33",
"weighted_score": 87.36
} | {
"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": 0.85,
"engine": "nemesis_planner",
"mcts_branches": 958,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.714,
"latency_ms": 297,
"node_provider": "Azure_Sentinel",
"noise_level_db": 28
},
"timestamp": "2026-04-30T01:00:39Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
"noise_penalty": 0.29,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.44,
"total_execution_ms": 9116
} | {
"fitness_score_update": 0.29,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1226622",
"timestamp": "2026-04-15T14:43:42Z",
"trace_id": "763c9abb-10d0-44e1-89ff-20f5e042c26d",
"weighted_score": 36.71
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.743,
"engine": "nemesis_planner",
"mcts_branches": 897,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.611,
"latency_ms": 331,
"node_provider": "CloudTrail",
"noise_level_db": 64
},
"timestamp": "2026-04-15T14:43:42Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.1,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.5,
"total_execution_ms": 6866
} | {
"fitness_score_update": 0.45,
"parameter_drift": "none"
} | detected_by_soc |
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