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-1129722",
"timestamp": "2026-04-14T11:48:42Z",
"trace_id": "c57ba653-b98a-494a-b9f0-355f8bb4245d",
"weighted_score": 59.56
} | {
"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": 0.985,
"engine": "nemesis_planner",
"mcts_branches": 216,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.241,
"latency_ms": 497,
"node_provider": "Azure_Sentinel",
"noise_level_db": 43
},
"timestamp": "2026-04-14T11:48:42Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
"noise_penalty": 0.23,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.7,
"total_execution_ms": 3863
} | {
"fitness_score_update": 0.12,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1525984",
"timestamp": "2026-04-19T01:53:04Z",
"trace_id": "da341ac0-8c2b-4e3c-95f0-f21e7d261dbd",
"weighted_score": 73.16
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.813,
"engine": "nemesis_planner",
"mcts_branches": 353,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.57,
"latency_ms": 465,
"node_provider": "Local_Syslog",
"noise_level_db": 37
},
"timestamp": "2026-04-19T01:53:04Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
"noise_penalty": 0.38,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.87,
"total_execution_ms": 3663
} | {
"fitness_score_update": -0.07,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1282213",
"timestamp": "2026-04-16T06:10:13Z",
"trace_id": "3397c547-6e1c-405c-9a77-62ef6794ab96",
"weighted_score": 87.76
} | {
"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": 0.807,
"engine": "nemesis_planner",
"mcts_branches": 562,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.423,
"latency_ms": 295,
"node_provider": "CrowdStrike",
"noise_level_db": 38
},
"timestamp": "2026-04-16T06:10:13Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
"noise_penalty": 0.09,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.7,
"total_execution_ms": 4248
} | {
"fitness_score_update": 0.21,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0787947",
"timestamp": "2026-04-10T12:52:27Z",
"trace_id": "465d42f0-a0cc-4ddc-a0ec-98a79734aa90",
"weighted_score": 84.65
} | {
"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": 0.948,
"engine": "nemesis_planner",
"mcts_branches": 491,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.41,
"latency_ms": 26,
"node_provider": "CrowdStrike",
"noise_level_db": 68
},
"timestamp": "2026-04-10T12:52:27Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component":... | {
"noise_penalty": 0.32,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.75,
"total_execution_ms": 8171
} | {
"fitness_score_update": 0.11,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0222079",
"timestamp": "2026-04-03T23:41:19Z",
"trace_id": "3f45ea35-4915-492b-a3c0-df87d79cb6cd",
"weighted_score": 30.52
} | {
"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": 0.976,
"engine": "nemesis_planner",
"mcts_branches": 411,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.791,
"latency_ms": 367,
"node_provider": "CloudTrail",
"noise_level_db": 23
},
"timestamp": "2026-04-03T23:41:19Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.2,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.82,
"total_execution_ms": 7124
} | {
"fitness_score_update": -0.09,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0746381",
"timestamp": "2026-04-10T01:19:41Z",
"trace_id": "0faf411f-0f33-4e17-969e-d5ded1733ed0",
"weighted_score": 47.45
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.77,
"engine": "nemesis_planner",
"mcts_branches": 832,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.68,
"latency_ms": 166,
"node_provider": "Local_Syslog",
"noise_level_db": 10
},
"timestamp": "2026-04-10T01:19:41Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compone... | {
"noise_penalty": 0.2,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.41,
"total_execution_ms": 6119
} | {
"fitness_score_update": 0.04,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1725983",
"timestamp": "2026-04-21T09:26:23Z",
"trace_id": "113a6bbd-7c8e-40c6-aeef-bbd63a491ac4",
"weighted_score": 83.52
} | {
"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": 0.902,
"engine": "nemesis_planner",
"mcts_branches": 901,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.747,
"latency_ms": 23,
"node_provider": "CrowdStrike",
"noise_level_db": 55
},
"timestamp": "2026-04-21T09:26:23Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
"noise_penalty": 0.04,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.57,
"total_execution_ms": 3622
} | {
"fitness_score_update": -0.07,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0362729",
"timestamp": "2026-04-05T14:45:29Z",
"trace_id": "abc07c30-9acd-4444-9f97-96b036e7c4f0",
"weighted_score": 78.88
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.799,
"engine": "nemesis_planner",
"mcts_branches": 769,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.98,
"latency_ms": 350,
"node_provider": "Local_Syslog",
"noise_level_db": 28
},
"timestamp": "2026-04-05T14:45:29Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.13,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.61,
"total_execution_ms": 2405
} | {
"fitness_score_update": 0.18,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1597441",
"timestamp": "2026-04-19T21:44:01Z",
"trace_id": "399c0d60-6337-47f5-9b6e-be646934cfae",
"weighted_score": 97.52
} | {
"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": 0.779,
"engine": "nemesis_planner",
"mcts_branches": 273,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.836,
"latency_ms": 325,
"node_provider": "Azure_Sentinel",
"noise_level_db": 18
},
"timestamp": "2026-04-19T21:44:01Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"com... | {
"noise_penalty": 0.49,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.9,
"total_execution_ms": 2337
} | {
"fitness_score_update": 0.15,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1748230",
"timestamp": "2026-04-21T15:37:10Z",
"trace_id": "be52ed4f-3329-4ca9-9d71-ab52ecf1faae",
"weighted_score": 43.41
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.78,
"engine": "nemesis_planner",
"mcts_branches": 207,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.652,
"latency_ms": 142,
"node_provider": "Local_Syslog",
"noise_level_db": 69
},
"timestamp": "2026-04-21T15:37:10Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compo... | {
"noise_penalty": 0.41,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.75,
"total_execution_ms": 9085
} | {
"fitness_score_update": 0.04,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1694170",
"timestamp": "2026-04-21T00:36:10Z",
"trace_id": "f8d19112-245f-411b-b30b-51640ec3f337",
"weighted_score": 66.63
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.968,
"engine": "nemesis_planner",
"mcts_branches": 609,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.243,
"latency_ms": 349,
"node_provider": "CloudTrail",
"noise_level_db": 73
},
"timestamp": "2026-04-21T00:36:10Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
"noise_penalty": 0.24,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.49,
"total_execution_ms": 8268
} | {
"fitness_score_update": 0.15,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0010374",
"timestamp": "2026-04-01T12:52:54Z",
"trace_id": "314fa404-297e-4952-9270-734efceb4243",
"weighted_score": 25.42
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.72,
"engine": "nemesis_planner",
"mcts_branches": 763,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.154,
"latency_ms": 129,
"node_provider": "Azure_Sentinel",
"noise_level_db": 48
},
"timestamp": "2026-04-01T12:52:54Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"... | {
"noise_penalty": 0.33,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.43,
"total_execution_ms": 3004
} | {
"fitness_score_update": 0.28,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1219445",
"timestamp": "2026-04-15T12:44:05Z",
"trace_id": "6b40c502-8187-4807-b475-f6e1fd838ae1",
"weighted_score": 25.53
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.737,
"engine": "nemesis_planner",
"mcts_branches": 873,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.828,
"latency_ms": 244,
"node_provider": "CrowdStrike",
"noise_level_db": 17
},
"timestamp": "2026-04-15T12:44:05Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.35,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.75,
"total_execution_ms": 4077
} | {
"fitness_score_update": 0.13,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2145131",
"timestamp": "2026-04-26T05:52:11Z",
"trace_id": "da73c4ee-d1af-4878-9b90-88520312f617",
"weighted_score": 62.46
} | {
"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": 853,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.386,
"latency_ms": 500,
"node_provider": "Azure_Sentinel",
"noise_level_db": 67
},
"timestamp": "2026-04-26T05:52:11Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"com... | {
"noise_penalty": 0.1,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.63,
"total_execution_ms": 6153
} | {
"fitness_score_update": 0.32,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0349904",
"timestamp": "2026-04-05T11:11:44Z",
"trace_id": "e6fe735e-066e-4dc4-8482-0be67e87c0bd",
"weighted_score": 98.7
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.729,
"engine": "nemesis_planner",
"mcts_branches": 503,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.248,
"latency_ms": 265,
"node_provider": "CloudTrail",
"noise_level_db": 42
},
"timestamp": "2026-04-05T11:11:44Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.41,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.8,
"total_execution_ms": 6628
} | {
"fitness_score_update": 0.2,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2175114",
"timestamp": "2026-04-26T14:11:54Z",
"trace_id": "ac57b21a-5f0d-40b4-9849-a3cae3115e6c",
"weighted_score": 72.1
} | {
"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": 0.882,
"engine": "nemesis_planner",
"mcts_branches": 126,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.478,
"latency_ms": 394,
"node_provider": "Azure_Sentinel",
"noise_level_db": 36
},
"timestamp": "2026-04-26T14:11:54Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"com... | {
"noise_penalty": 0.46,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.5,
"total_execution_ms": 4908
} | {
"fitness_score_update": 0.14,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1607715",
"timestamp": "2026-04-20T00:35:15Z",
"trace_id": "b9110aae-116c-46fb-868b-3d863a33c12a",
"weighted_score": 33.96
} | {
"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": 0.976,
"engine": "nemesis_planner",
"mcts_branches": 493,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.387,
"latency_ms": 318,
"node_provider": "Local_Syslog",
"noise_level_db": 16
},
"timestamp": "2026-04-20T00:35:15Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"c... | {
"noise_penalty": 0.17,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.57,
"total_execution_ms": 5414
} | {
"fitness_score_update": 0.11,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2284767",
"timestamp": "2026-04-27T20:39:27Z",
"trace_id": "8a83c1e7-6b58-4536-9035-07cf48dcae8a",
"weighted_score": 74.44
} | {
"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": 0.827,
"engine": "nemesis_planner",
"mcts_branches": 653,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-27T20:39:27Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compon... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.95,
"total_execution_ms": 2428
} | {
"fitness_score_update": 0.01,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1181456",
"timestamp": "2026-04-15T02:10:56Z",
"trace_id": "8e2cb1bf-d051-45ae-a3fd-1d8562fd88d1",
"weighted_score": 94.48
} | {
"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": 0.742,
"engine": "nemesis_planner",
"mcts_branches": 666,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"telemetry": {
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},
"timestamp": "2026-04-15T02:10:56Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"componen... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.77,
"total_execution_ms": 4152
} | {
"fitness_score_update": 0.37,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2282163",
"timestamp": "2026-04-27T19:56:03Z",
"trace_id": "9e709504-854e-4e97-9967-bfe41e66926a",
"weighted_score": 70.37
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.862,
"engine": "nemesis_planner",
"mcts_branches": 997,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-27T19:56:03Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.68,
"total_execution_ms": 3350
} | {
"fitness_score_update": 0.35,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0714943",
"timestamp": "2026-04-09T16:35:43Z",
"trace_id": "bb6eb123-8b3b-4131-8380-22153977ad6a",
"weighted_score": 76.29
} | {
"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"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 861,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-09T16:35:43Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 7884
} | {
"fitness_score_update": -0.1,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0136284",
"timestamp": "2026-04-02T23:51:24Z",
"trace_id": "99beaa69-ce9c-4595-8403-fc6f49104c9e",
"weighted_score": 98.13
} | {
"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": 847,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "Azure_Sentinel",
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},
"timestamp": "2026-04-02T23:51:24Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.88,
"total_execution_ms": 2946
} | {
"fitness_score_update": 0.27,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0495402",
"timestamp": "2026-04-07T03:36:42Z",
"trace_id": "77bcf548-8f58-4ba1-97d5-5ec251e55035",
"weighted_score": 37.4
} | {
"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": 0.753,
"engine": "nemesis_planner",
"mcts_branches": 796,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "Azure_Sentinel",
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},
"timestamp": "2026-04-07T03:36:42Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 8796
} | {
"fitness_score_update": 0.06,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0872526",
"timestamp": "2026-04-11T12:22:06Z",
"trace_id": "b1750b1d-dc7e-4017-9535-9ed886c363cb",
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} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-11T12:22:06Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 4539
} | {
"fitness_score_update": -0.05,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1978314",
"timestamp": "2026-04-24T07:31:54Z",
"trace_id": "087b3f2a-bdf9-49d3-9b24-732514c59f0f",
"weighted_score": 38.23
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.778,
"engine": "nemesis_planner",
"mcts_branches": 501,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-24T07:31:54Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"success_rate": 0.89,
"total_execution_ms": 1447
} | {
"fitness_score_update": -0.02,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0646857",
"timestamp": "2026-04-08T21:40:57Z",
"trace_id": "6798c0d5-fca3-4836-8297-b2cbfecaef8f",
"weighted_score": 33.07
} | {
"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"
} | {
"confidence_score": 0.956,
"engine": "nemesis_planner",
"mcts_branches": 881,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-08T21:40:57Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 9394
} | {
"fitness_score_update": 0.23,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1692873",
"timestamp": "2026-04-21T00:14:33Z",
"trace_id": "53b3072d-8f4e-4f2b-a47e-0d2475b6ecfd",
"weighted_score": 52.77
} | {
"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": 0.793,
"engine": "nemesis_planner",
"mcts_branches": 374,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-21T00:14:33Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
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"success_rate": 0.46,
"total_execution_ms": 7760
} | {
"fitness_score_update": 0,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0222983",
"timestamp": "2026-04-03T23:56:23Z",
"trace_id": "f3c12092-0a49-45f5-ad37-76abd355028f",
"weighted_score": 19.45
} | {
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"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 210,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-03T23:56:23Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"success_rate": 0.48,
"total_execution_ms": 9457
} | {
"fitness_score_update": 0.18,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0687084",
"timestamp": "2026-04-09T08:51:24Z",
"trace_id": "1bafb1cc-5fc1-43ce-a25c-2673fb6ed1a4",
"weighted_score": 55.09
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 458,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-09T08:51:24Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.61,
"total_execution_ms": 3037
} | {
"fitness_score_update": 0.41,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0785744",
"timestamp": "2026-04-10T12:15:44Z",
"trace_id": "726aeb14-35e8-44c5-913d-24e7afbc281b",
"weighted_score": 86.01
} | {
"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": 0.758,
"engine": "nemesis_planner",
"mcts_branches": 157,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-10T12:15:44Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"success_rate": 0.84,
"total_execution_ms": 2750
} | {
"fitness_score_update": 0.28,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1040527",
"timestamp": "2026-04-13T11:02:07Z",
"trace_id": "cf69cc0e-c4cd-48de-9056-ba3d9a1896f6",
"weighted_score": 72.51
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.804,
"engine": "nemesis_planner",
"mcts_branches": 636,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"noise_level_db": 68
},
"timestamp": "2026-04-13T11:02:07Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.64,
"total_execution_ms": 3637
} | {
"fitness_score_update": 0.48,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1653769",
"timestamp": "2026-04-20T13:22:49Z",
"trace_id": "7ac09bf6-b1da-42a2-90c4-4ffdf528112f",
"weighted_score": 34.95
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 845,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-20T13:22:49Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component":... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.44,
"total_execution_ms": 3387
} | {
"fitness_score_update": 0.27,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1673304",
"timestamp": "2026-04-20T18:48:24Z",
"trace_id": "80c85dd3-7afb-4509-9d6c-138992681c06",
"weighted_score": 11.74
} | {
"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": 834,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "CrowdStrike",
"noise_level_db": 80
},
"timestamp": "2026-04-20T18:48:24Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component":... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.54,
"total_execution_ms": 4235
} | {
"fitness_score_update": 0.5,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0317037",
"timestamp": "2026-04-05T02:03:57Z",
"trace_id": "4791ed2c-27bd-459f-9475-07ddba736980",
"weighted_score": 77.66
} | {
"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": 0.982,
"engine": "nemesis_planner",
"mcts_branches": 567,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"noise_level_db": 25
},
"timestamp": "2026-04-05T02:03:57Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 9255
} | {
"fitness_score_update": -0.01,
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0466591",
"timestamp": "2026-04-06T19:36:31Z",
"trace_id": "8034c049-85b6-47bb-b6f0-349e55b4dd11",
"weighted_score": 50.86
} | {
"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": 0.806,
"engine": "nemesis_planner",
"mcts_branches": 609,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-06T19:36:31Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.76,
"total_execution_ms": 9366
} | {
"fitness_score_update": 0.17,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2353667",
"timestamp": "2026-04-28T15:47:47Z",
"trace_id": "3d8b1e98-633b-4cbc-b924-85287090ae65",
"weighted_score": 53.3
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.832,
"engine": "nemesis_planner",
"mcts_branches": 641,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-28T15:47:47Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"success_rate": 0.56,
"total_execution_ms": 5961
} | {
"fitness_score_update": 0.49,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1201817",
"timestamp": "2026-04-15T07:50:17Z",
"trace_id": "9fd557fa-3f75-41da-8a3e-7e055605a807",
"weighted_score": 27.82
} | {
"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": 0.771,
"engine": "nemesis_planner",
"mcts_branches": 294,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-15T07:50:17Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
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"total_execution_ms": 1846
} | {
"fitness_score_update": 0.01,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1451655",
"timestamp": "2026-04-18T05:14:15Z",
"trace_id": "5e0e46f5-de5e-4a34-8493-52bfb53871cd",
"weighted_score": 89.48
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.882,
"engine": "nemesis_planner",
"mcts_branches": 345,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-18T05:14:15Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 2912
} | {
"fitness_score_update": 0.11,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0523545",
"timestamp": "2026-04-07T11:25:45Z",
"trace_id": "70874a6e-4168-428a-819b-4b5ed03e1070",
"weighted_score": 50.07
} | {
"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"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 858,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-07T11:25:45Z"
},
{
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"total_execution_ms": 3971
} | {
"fitness_score_update": 0.1,
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1175555",
"timestamp": "2026-04-15T00:32:35Z",
"trace_id": "fb57b1d8-98d7-4de7-a835-d18f23226909",
"weighted_score": 79.31
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 524,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-15T00:32:35Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"total_execution_ms": 2461
} | {
"fitness_score_update": 0.03,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0771496",
"timestamp": "2026-04-10T08:18:16Z",
"trace_id": "deef0c62-e280-48df-b9b9-b042fc83a3ec",
"weighted_score": 52.72
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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"engine": "nemesis_planner",
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} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-10T08:18:16Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"comp... | {
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"total_execution_ms": 5482
} | {
"fitness_score_update": 0.17,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1070494",
"timestamp": "2026-04-13T19:21:34Z",
"trace_id": "79c598eb-32cb-487e-92d9-245cc78c3cb6",
"weighted_score": 95.19
} | {
"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": 0.853,
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"mcts_branches": 720,
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} | [
{
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},
"timestamp": "2026-04-13T19:21:34Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
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"total_execution_ms": 2344
} | {
"fitness_score_update": 0.37,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2281703",
"timestamp": "2026-04-27T19:48:23Z",
"trace_id": "49d450e4-011c-4f9b-a507-842d2a3ee299",
"weighted_score": 39.18
} | {
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"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-27T19:48:23Z"
},
{
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"total_execution_ms": 7453
} | {
"fitness_score_update": 0.28,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1260463",
"timestamp": "2026-04-16T00:07:43Z",
"trace_id": "7a09bf6f-6772-423c-9531-bdec8b602b66",
"weighted_score": 90.45
} | {
"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": 0.948,
"engine": "nemesis_planner",
"mcts_branches": 101,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-16T00:07:43Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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"total_execution_ms": 7471
} | {
"fitness_score_update": -0.05,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2492796",
"timestamp": "2026-04-30T06:26:36Z",
"trace_id": "47d926da-07f7-4e64-a505-8d2da882cb0b",
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} | {
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"chain": "us-east-1",
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"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-30T06:26:36Z"
},
{
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"total_execution_ms": 6404
} | {
"fitness_score_update": -0.01,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2395786",
"timestamp": "2026-04-29T03:29:46Z",
"trace_id": "a0b63b1c-ea62-4498-a2a5-74b66a317344",
"weighted_score": 26.94
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
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"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-29T03:29:46Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 9938
} | {
"fitness_score_update": 0.26,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2372195",
"timestamp": "2026-04-28T20:56:35Z",
"trace_id": "eac34b40-f9c0-49b1-a42c-8b07dd9eb45b",
"weighted_score": 83.99
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 216,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-28T20:56:35Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
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"total_execution_ms": 4536
} | {
"fitness_score_update": 0.23,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0339600",
"timestamp": "2026-04-05T08:20:00Z",
"trace_id": "0c9de313-bb02-41b1-a8c6-291fb89db0d3",
"weighted_score": 20.09
} | {
"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": 0.846,
"engine": "nemesis_planner",
"mcts_branches": 457,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-05T08:20:00Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
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"success_rate": 0.61,
"total_execution_ms": 8339
} | {
"fitness_score_update": -0.03,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0842447",
"timestamp": "2026-04-11T04:00:47Z",
"trace_id": "f92bcf71-6fb6-42b3-a7ac-64a59ebd417a",
"weighted_score": 23.96
} | {
"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": 0.937,
"engine": "nemesis_planner",
"mcts_branches": 794,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-11T04:00:47Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compon... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.96,
"total_execution_ms": 4970
} | {
"fitness_score_update": 0.48,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0868379",
"timestamp": "2026-04-11T11:12:59Z",
"trace_id": "eda20fa1-015a-4b61-870c-38fc8ba9e570",
"weighted_score": 47.44
} | {
"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": 660,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-11T11:12:59Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compo... | {
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 8080
} | {
"fitness_score_update": 0.12,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2475707",
"timestamp": "2026-04-30T01:41:47Z",
"trace_id": "86494a43-cb57-4197-a863-7bc5c2c98c60",
"weighted_score": 87.32
} | {
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"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-30T01:41:47Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 7385
} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1680551",
"timestamp": "2026-04-20T20:49:11Z",
"trace_id": "61a3eb94-bc94-4bf8-94ab-6b789d614954",
"weighted_score": 53.61
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-20T20:49:11Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"... | {
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"total_execution_ms": 6380
} | {
"fitness_score_update": 0.09,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1734676",
"timestamp": "2026-04-21T11:51:16Z",
"trace_id": "5ccb8a75-b86c-4470-bdf7-6545aa30817e",
"weighted_score": 71.6
} | {
"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": 0.758,
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"mcts_branches": 164,
"winning_strategy": "Stealth_Escalation"
} | [
{
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-21T11:51:16Z"
},
{
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"total_execution_ms": 2511
} | {
"fitness_score_update": 0.18,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0739608",
"timestamp": "2026-04-09T23:26:48Z",
"trace_id": "3d75230e-5e1b-4701-af46-e00f33d73873",
"weighted_score": 21.91
} | {
"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"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-09T23:26:48Z"
},
{
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"total_execution_ms": 2937
} | {
"fitness_score_update": 0.33,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2213637",
"timestamp": "2026-04-27T00:53:57Z",
"trace_id": "85355133-3dc7-4473-8e1f-88d5f07affb3",
"weighted_score": 18.41
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.917,
"engine": "nemesis_planner",
"mcts_branches": 638,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-27T00:53:57Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 8137
} | {
"fitness_score_update": -0.07,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1846704",
"timestamp": "2026-04-22T18:58:24Z",
"trace_id": "1a0bade6-22b2-4ba8-834c-cab832d2939c",
"weighted_score": 51.79
} | {
"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": 854,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-22T18:58:24Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 4591
} | {
"fitness_score_update": 0.22,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0707109",
"timestamp": "2026-04-09T14:25:09Z",
"trace_id": "ce419459-ec23-4711-a070-2406dfc94be7",
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} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-09T14:25:09Z"
},
{
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"total_execution_ms": 7124
} | {
"fitness_score_update": 0.35,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1685830",
"timestamp": "2026-04-20T22:17:10Z",
"trace_id": "16e19f47-53a9-44fa-9988-2cbb2a30973f",
"weighted_score": 26.9
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-20T22:17:10Z"
},
{
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"total_execution_ms": 4919
} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0128074",
"timestamp": "2026-04-02T21:34:34Z",
"trace_id": "2b00ccb1-16ee-4488-aa74-f71786dfa9ad",
"weighted_score": 51.35
} | {
"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": 0.782,
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"mcts_branches": 706,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-02T21:34:34Z"
},
{
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"total_execution_ms": 7567
} | {
"fitness_score_update": 0.16,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2149743",
"timestamp": "2026-04-26T07:09:03Z",
"trace_id": "f33ad4f7-bbef-47f2-b7f2-13279d4cd848",
"weighted_score": 61.91
} | {
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"chain": "prod-cluster-01",
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"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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"mcts_branches": 438,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-26T07:09:03Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 8449
} | {
"fitness_score_update": 0.14,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0700358",
"timestamp": "2026-04-09T12:32:38Z",
"trace_id": "bb06dd2c-fbd9-4d87-8a62-ff3665af022b",
"weighted_score": 20.75
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"mcts_branches": 809,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-09T12:32:38Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 4225
} | {
"fitness_score_update": 0.23,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1140989",
"timestamp": "2026-04-14T14:56:29Z",
"trace_id": "9f92091b-174c-4aa4-89df-1f5ffdda53b5",
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} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
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},
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},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 5684
} | {
"fitness_score_update": 0.19,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0247834",
"timestamp": "2026-04-04T06:50:34Z",
"trace_id": "eaf86226-14a8-442c-88d5-b185ebf5b8c9",
"weighted_score": 64.54
} | {
"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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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-04T06:50:34Z"
},
{
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"total_execution_ms": 9166
} | {
"fitness_score_update": 0.3,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0399271",
"timestamp": "2026-04-06T00:54:31Z",
"trace_id": "34e84d81-be7d-4bf9-91bf-7444da2ddb04",
"weighted_score": 67.15
} | {
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"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.97,
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"mcts_branches": 706,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-06T00:54:31Z"
},
{
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"total_execution_ms": 9038
} | {
"fitness_score_update": 0.15,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1219474",
"timestamp": "2026-04-15T12:44:34Z",
"trace_id": "2e71e329-89ad-4b4d-905a-2b4f7bae370e",
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} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-15T12:44:34Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 2823
} | {
"fitness_score_update": 0.32,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1425986",
"timestamp": "2026-04-17T22:06:26Z",
"trace_id": "1fb1c326-384e-4727-872f-e6a327974101",
"weighted_score": 35.47
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
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"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-17T22:06:26Z"
},
{
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"total_execution_ms": 7412
} | {
"fitness_score_update": 0.15,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2104792",
"timestamp": "2026-04-25T18:39:52Z",
"trace_id": "b8ef4fc2-d3ae-4221-a6ee-464617d3d584",
"weighted_score": 53.94
} | {
"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": "2026-04-25T18:39:52Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 8536
} | {
"fitness_score_update": -0.01,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1272274",
"timestamp": "2026-04-16T03:24:34Z",
"trace_id": "1e8a8a2f-e405-4b3e-b44a-b1d8c984b9ec",
"weighted_score": 49.68
} | {
"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": "2026-04-16T03:24:34Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
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"total_execution_ms": 3112
} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0794722",
"timestamp": "2026-04-10T14:45:22Z",
"trace_id": "6afef304-7e83-43b6-a603-7391ed1787cd",
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} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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} | [
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},
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},
{
"action": "EXPLOIT_SQL_INJECTION",
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
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"timestamp": "2026-04-11T13:51:00Z",
"trace_id": "84f5857a-680a-40cc-b062-aae9764e15a4",
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} | {
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"chain": "prod-cluster-01",
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"trigger": "k8s_pod_escape"
} | {
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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 | {
"decision_outcome": "detected_by_soc",
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"timestamp": "2026-04-25T17:33:08Z",
"trace_id": "79602b33-470f-4bb7-ae51-3acf49e155cc",
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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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... | {
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} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
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"trace_id": "e9d1930d-63a5-4fbb-9902-442c8ffd080c",
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} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
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"protocol": "Web-App-Gateway",
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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": "exfiltration_complete",
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"trace_id": "182ae042-81ca-4d89-adf9-bdc5dcee8abe",
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} | {
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} | {
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} | [
{
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},
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},
{
"action": "EXPLOIT_SQL_INJECTION",
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} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2280040",
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"trace_id": "6aa3675d-e04b-43fd-a308-7d2c55c0863d",
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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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},
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},
{
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} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
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"trace_id": "19788da3-c70c-4cea-a98e-be713aab403e",
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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 | {
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"timestamp": "2026-04-08T10:16:41Z",
"trace_id": "1bea0000-7bee-4816-9946-2289722ab2bb",
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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": "688728a4-6b37-4da7-8625-82b52a6094e8",
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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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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
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"timestamp": "2026-04-19T23:52:21Z",
"trace_id": "97debd85-c2f1-4f3b-b6c4-601bcd5c283c",
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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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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
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"timestamp": "2026-04-15T17:25:38Z",
"trace_id": "80ada517-625e-48f4-ba0e-334615a83dd7",
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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": "impact_achieved",
"id": "NEMESIS-0720703",
"timestamp": "2026-04-09T18:11:43Z",
"trace_id": "67b3d8f5-8088-4271-9786-1523d6ac4c02",
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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 | {
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"trace_id": "b9f1ee4a-f9c6-48a2-b854-f4c05d6094d8",
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} | {
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"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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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
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"timestamp": "2026-04-15T10:11:00Z",
"trace_id": "7c730a62-fd54-4663-b322-01f4287a2898",
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} | {
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"protocol": "AWS-Cloud",
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
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},
{
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... | {
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
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"id": "NEMESIS-0796021",
"timestamp": "2026-04-10T15:07:01Z",
"trace_id": "bfd19e42-c1f5-4352-8480-51725b180475",
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} | {
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} | {
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} | [
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},
"timestamp": "2026-04-10T15:07:01Z"
},
{
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
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"trace_id": "b1bcdd7c-5e0b-4491-948a-074ef93e20f2",
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} | {
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} | {
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} | [
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},
"timestamp": "2026-04-02T14:41:37Z"
},
{
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
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"id": "NEMESIS-0871479",
"timestamp": "2026-04-11T12:04:39Z",
"trace_id": "ec64812b-54fe-481c-b821-62d6dcfb4814",
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} | {
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
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},
"timestamp": "2026-04-11T12:04:39Z"
},
{
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} | {
"fitness_score_update": 0.42,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2458007",
"timestamp": "2026-04-29T20:46:47Z",
"trace_id": "4d7a431a-7cb3-4205-a300-1ada74cad220",
"weighted_score": 34.4
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.9,
"engine": "nemesis_planner",
"mcts_branches": 465,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.299,
"latency_ms": 465,
"node_provider": "CloudTrail",
"noise_level_db": 16
},
"timestamp": "2026-04-29T20:46:47Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.46,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.94,
"total_execution_ms": 2268
} | {
"fitness_score_update": 0.08,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2395741",
"timestamp": "2026-04-29T03:29:01Z",
"trace_id": "12ef5fb6-8703-4726-9521-ddb7a4e0b4dc",
"weighted_score": 27.28
} | {
"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": 0.84,
"engine": "nemesis_planner",
"mcts_branches": 689,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.926,
"latency_ms": 427,
"node_provider": "Local_Syslog",
"noise_level_db": 59
},
"timestamp": "2026-04-29T03:29:01Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.19,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.62,
"total_execution_ms": 3486
} | {
"fitness_score_update": -0.05,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0403014",
"timestamp": "2026-04-06T01:56:54Z",
"trace_id": "3494d1b3-4d7e-4580-82fd-74d89d9366ed",
"weighted_score": 73.39
} | {
"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": 0.965,
"engine": "nemesis_planner",
"mcts_branches": 808,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.577,
"latency_ms": 303,
"node_provider": "CloudTrail",
"noise_level_db": 32
},
"timestamp": "2026-04-06T01:56:54Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
"noise_penalty": 0.3,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.5,
"total_execution_ms": 7251
} | {
"fitness_score_update": 0.03,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1489560",
"timestamp": "2026-04-18T15:46:00Z",
"trace_id": "2b518a86-553e-42c6-8655-6bb5e12590f8",
"weighted_score": 82.7
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.747,
"engine": "nemesis_planner",
"mcts_branches": 380,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.416,
"latency_ms": 136,
"node_provider": "CloudTrail",
"noise_level_db": 17
},
"timestamp": "2026-04-18T15:46:00Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
"noise_penalty": 0.47,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.42,
"total_execution_ms": 2535
} | {
"fitness_score_update": 0.5,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0470785",
"timestamp": "2026-04-06T20:46:25Z",
"trace_id": "d982ad39-cb90-42bf-be3c-63c0249cda48",
"weighted_score": 26.54
} | {
"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": 0.797,
"engine": "nemesis_planner",
"mcts_branches": 963,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.117,
"latency_ms": 387,
"node_provider": "CloudTrail",
"noise_level_db": 68
},
"timestamp": "2026-04-06T20:46:25Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compon... | {
"noise_penalty": 0.13,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.92,
"total_execution_ms": 7921
} | {
"fitness_score_update": 0.12,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0832964",
"timestamp": "2026-04-11T01:22:44Z",
"trace_id": "b6005ea9-e17e-415f-862d-4966aa180a02",
"weighted_score": 74.74
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.836,
"engine": "nemesis_planner",
"mcts_branches": 967,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.51,
"latency_ms": 55,
"node_provider": "Azure_Sentinel",
"noise_level_db": 46
},
"timestamp": "2026-04-11T01:22:44Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.47,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.47,
"total_execution_ms": 4281
} | {
"fitness_score_update": -0.1,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0440576",
"timestamp": "2026-04-06T12:22:56Z",
"trace_id": "642e5e9f-8164-4dc1-847c-8f63d2e93cb4",
"weighted_score": 41.56
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.96,
"engine": "nemesis_planner",
"mcts_branches": 941,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.641,
"latency_ms": 104,
"node_provider": "Azure_Sentinel",
"noise_level_db": 49
},
"timestamp": "2026-04-06T12:22:56Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"componen... | {
"noise_penalty": 0.29,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.89,
"total_execution_ms": 1974
} | {
"fitness_score_update": -0.07,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2197490",
"timestamp": "2026-04-26T20:24:50Z",
"trace_id": "950ab72a-7476-4295-b08a-8a4b71c8175e",
"weighted_score": 38
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.786,
"engine": "nemesis_planner",
"mcts_branches": 349,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.361,
"latency_ms": 351,
"node_provider": "CloudTrail",
"noise_level_db": 32
},
"timestamp": "2026-04-26T20:24:50Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
"noise_penalty": 0.23,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.46,
"total_execution_ms": 6279
} | {
"fitness_score_update": 0.47,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1939184",
"timestamp": "2026-04-23T20:39:44Z",
"trace_id": "c6ed42f0-eac1-4b58-a7bc-c8bb05a140d0",
"weighted_score": 81.54
} | {
"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": 0.989,
"engine": "nemesis_planner",
"mcts_branches": 743,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.891,
"latency_ms": 113,
"node_provider": "Azure_Sentinel",
"noise_level_db": 39
},
"timestamp": "2026-04-23T20:39:44Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
"noise_penalty": 0.26,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.55,
"total_execution_ms": 3435
} | {
"fitness_score_update": -0.05,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0381269",
"timestamp": "2026-04-05T19:54:29Z",
"trace_id": "6b2e691f-6634-4e83-a8e2-82481d9e7492",
"weighted_score": 26.71
} | {
"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": 0.751,
"engine": "nemesis_planner",
"mcts_branches": 167,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.576,
"latency_ms": 62,
"node_provider": "CloudTrail",
"noise_level_db": 63
},
"timestamp": "2026-04-05T19:54:29Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"componen... | {
"noise_penalty": 0.05,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.7,
"total_execution_ms": 8548
} | {
"fitness_score_update": 0.33,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1164208",
"timestamp": "2026-04-14T21:23:28Z",
"trace_id": "9acf182f-a5f9-47b6-9500-9f63b889611a",
"weighted_score": 51.15
} | {
"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": 0.711,
"engine": "nemesis_planner",
"mcts_branches": 946,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.163,
"latency_ms": 248,
"node_provider": "Local_Syslog",
"noise_level_db": 80
},
"timestamp": "2026-04-14T21:23:28Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.24,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.96,
"total_execution_ms": 4811
} | {
"fitness_score_update": -0.01,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1385665",
"timestamp": "2026-04-17T10:54:25Z",
"trace_id": "36917c97-50ae-4553-8f95-896822882a22",
"weighted_score": 13.4
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.986,
"engine": "nemesis_planner",
"mcts_branches": 848,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.204,
"latency_ms": 105,
"node_provider": "Local_Syslog",
"noise_level_db": 66
},
"timestamp": "2026-04-17T10:54:25Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compo... | {
"noise_penalty": 0.38,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.71,
"total_execution_ms": 1776
} | {
"fitness_score_update": 0.14,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1836141",
"timestamp": "2026-04-22T16:02:21Z",
"trace_id": "d68cf849-527f-4872-ba4b-b35039b3657d",
"weighted_score": 98.32
} | {
"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": 0.951,
"engine": "nemesis_planner",
"mcts_branches": 856,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.483,
"latency_ms": 248,
"node_provider": "CrowdStrike",
"noise_level_db": 41
},
"timestamp": "2026-04-22T16:02:21Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
"noise_penalty": 0.19,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.58,
"total_execution_ms": 9349
} | {
"fitness_score_update": 0.1,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0383750",
"timestamp": "2026-04-05T20:35:50Z",
"trace_id": "8ba0e1d5-a96b-4087-85e5-7b26b2423d54",
"weighted_score": 53.6
} | {
"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": 0.839,
"engine": "nemesis_planner",
"mcts_branches": 182,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.396,
"latency_ms": 446,
"node_provider": "Azure_Sentinel",
"noise_level_db": 67
},
"timestamp": "2026-04-05T20:35:50Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
"noise_penalty": 0.12,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.43,
"total_execution_ms": 2270
} | {
"fitness_score_update": 0.25,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0459423",
"timestamp": "2026-04-06T17:37:03Z",
"trace_id": "58e87ce1-0c49-4bee-9e3f-83bb803e9b6f",
"weighted_score": 53.66
} | {
"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": 0.759,
"engine": "nemesis_planner",
"mcts_branches": 994,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.108,
"latency_ms": 378,
"node_provider": "Local_Syslog",
"noise_level_db": 49
},
"timestamp": "2026-04-06T17:37:03Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"comp... | {
"noise_penalty": 0.01,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.73,
"total_execution_ms": 8229
} | {
"fitness_score_update": 0.37,
"parameter_drift": "none"
} | stealth_maintained |
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