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-1027706",
"timestamp": "2026-04-13T07:28:26Z",
"trace_id": "f0504f61-01f9-4912-a955-7a6e504a10d2",
"weighted_score": 91.12
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.789,
"engine": "nemesis_planner",
"mcts_branches": 315,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.654,
"latency_ms": 222,
"node_provider": "CloudTrail",
"noise_level_db": 58
},
"timestamp": "2026-04-13T07:28:26Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
"noise_penalty": 0.01,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.86,
"total_execution_ms": 2381
} | {
"fitness_score_update": 0,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0295265",
"timestamp": "2026-04-04T20:01:05Z",
"trace_id": "09cdc62f-f996-4a69-ab4f-b4a8fb320ae0",
"weighted_score": 59.67
} | {
"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": 0.922,
"engine": "nemesis_planner",
"mcts_branches": 897,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.136,
"latency_ms": 385,
"node_provider": "CrowdStrike",
"noise_level_db": 72
},
"timestamp": "2026-04-04T20:01:05Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
"noise_penalty": 0.05,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.43,
"total_execution_ms": 5714
} | {
"fitness_score_update": 0.47,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0817990",
"timestamp": "2026-04-10T21:13:10Z",
"trace_id": "2d625a6e-0b2c-47ed-9556-98ed4e5ca0e7",
"weighted_score": 74.63
} | {
"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": 0.812,
"engine": "nemesis_planner",
"mcts_branches": 433,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.443,
"latency_ms": 87,
"node_provider": "CrowdStrike",
"noise_level_db": 69
},
"timestamp": "2026-04-10T21:13:10Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.15,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.84,
"total_execution_ms": 6812
} | {
"fitness_score_update": 0.1,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2296197",
"timestamp": "2026-04-27T23:49:57Z",
"trace_id": "9f1c5f60-f236-496e-a425-4178916660db",
"weighted_score": 64.9
} | {
"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": 0.86,
"engine": "nemesis_planner",
"mcts_branches": 391,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.777,
"latency_ms": 405,
"node_provider": "Local_Syslog",
"noise_level_db": 24
},
"timestamp": "2026-04-27T23:49:57Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compo... | {
"noise_penalty": 0.02,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.46,
"total_execution_ms": 4647
} | {
"fitness_score_update": 0.04,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1002068",
"timestamp": "2026-04-13T00:21:08Z",
"trace_id": "d7b9af45-883f-4346-84e7-3c624473ab11",
"weighted_score": 32.61
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.936,
"engine": "nemesis_planner",
"mcts_branches": 547,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.317,
"latency_ms": 221,
"node_provider": "CrowdStrike",
"noise_level_db": 33
},
"timestamp": "2026-04-13T00:21:08Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
"noise_penalty": 0.01,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.43,
"total_execution_ms": 2285
} | {
"fitness_score_update": 0.29,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1172152",
"timestamp": "2026-04-14T23:35:52Z",
"trace_id": "474e0864-672c-4376-9989-5a8e4b4d3207",
"weighted_score": 56.54
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.838,
"engine": "nemesis_planner",
"mcts_branches": 467,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.517,
"latency_ms": 360,
"node_provider": "CloudTrail",
"noise_level_db": 63
},
"timestamp": "2026-04-14T23:35:52Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
"noise_penalty": 0.31,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.98,
"total_execution_ms": 5560
} | {
"fitness_score_update": 0.18,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0491601",
"timestamp": "2026-04-07T02:33:21Z",
"trace_id": "14a49f49-542b-41aa-b66a-9af3e831212d",
"weighted_score": 13.22
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.713,
"engine": "nemesis_planner",
"mcts_branches": 186,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.947,
"latency_ms": 60,
"node_provider": "Azure_Sentinel",
"noise_level_db": 69
},
"timestamp": "2026-04-07T02:33:21Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"... | {
"noise_penalty": 0.33,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.68,
"total_execution_ms": 9249
} | {
"fitness_score_update": 0.42,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1543744",
"timestamp": "2026-04-19T06:49:04Z",
"trace_id": "b5e9565f-a14b-43cd-a685-605d2c244abc",
"weighted_score": 34.02
} | {
"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": 0.876,
"engine": "nemesis_planner",
"mcts_branches": 339,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.741,
"latency_ms": 365,
"node_provider": "Local_Syslog",
"noise_level_db": 40
},
"timestamp": "2026-04-19T06:49:04Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"comp... | {
"noise_penalty": 0.35,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.53,
"total_execution_ms": 3285
} | {
"fitness_score_update": -0.01,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0262391",
"timestamp": "2026-04-04T10:53:11Z",
"trace_id": "5b64b8d3-cf97-4a40-b5ed-e15002f2f68c",
"weighted_score": 79.3
} | {
"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": 0.955,
"engine": "nemesis_planner",
"mcts_branches": 151,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.209,
"latency_ms": 375,
"node_provider": "Azure_Sentinel",
"noise_level_db": 75
},
"timestamp": "2026-04-04T10:53:11Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.46,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.61,
"total_execution_ms": 6151
} | {
"fitness_score_update": 0.34,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1235779",
"timestamp": "2026-04-15T17:16:19Z",
"trace_id": "dfc13610-4164-4b6a-ad86-bdcf0c1a344b",
"weighted_score": 12.01
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.833,
"engine": "nemesis_planner",
"mcts_branches": 879,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.655,
"latency_ms": 499,
"node_provider": "CloudTrail",
"noise_level_db": 27
},
"timestamp": "2026-04-15T17:16:19Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
"noise_penalty": 0.37,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.42,
"total_execution_ms": 8004
} | {
"fitness_score_update": 0.15,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0339446",
"timestamp": "2026-04-05T08:17:26Z",
"trace_id": "de92240e-8423-400b-91b3-2b67de2e2224",
"weighted_score": 14.26
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.733,
"engine": "nemesis_planner",
"mcts_branches": 316,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.419,
"latency_ms": 227,
"node_provider": "CrowdStrike",
"noise_level_db": 77
},
"timestamp": "2026-04-05T08:17:26Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
"noise_penalty": 0.45,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.65,
"total_execution_ms": 2536
} | {
"fitness_score_update": 0.13,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1797312",
"timestamp": "2026-04-22T05:15:12Z",
"trace_id": "f744e859-8e82-492d-9704-7554d057fbd0",
"weighted_score": 46.94
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.779,
"engine": "nemesis_planner",
"mcts_branches": 369,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.932,
"latency_ms": 246,
"node_provider": "Local_Syslog",
"noise_level_db": 15
},
"timestamp": "2026-04-22T05:15:12Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.07,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 1,
"total_execution_ms": 4747
} | {
"fitness_score_update": 0.13,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1568235",
"timestamp": "2026-04-19T13:37:15Z",
"trace_id": "4649da2c-8e6e-4650-8c1d-832aefabc572",
"weighted_score": 87.5
} | {
"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": 0.721,
"engine": "nemesis_planner",
"mcts_branches": 447,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.297,
"latency_ms": 316,
"node_provider": "Local_Syslog",
"noise_level_db": 28
},
"timestamp": "2026-04-19T13:37:15Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compo... | {
"noise_penalty": 0.3,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.97,
"total_execution_ms": 4772
} | {
"fitness_score_update": 0.1,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0666424",
"timestamp": "2026-04-09T03:07:04Z",
"trace_id": "0b2fde53-f256-44c9-8acd-2f12a60515a2",
"weighted_score": 51.29
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.724,
"engine": "nemesis_planner",
"mcts_branches": 867,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.336,
"latency_ms": 459,
"node_provider": "CloudTrail",
"noise_level_db": 48
},
"timestamp": "2026-04-09T03:07:04Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
"noise_penalty": 0.3,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.59,
"total_execution_ms": 4757
} | {
"fitness_score_update": 0.36,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0034626",
"timestamp": "2026-04-01T19:37:06Z",
"trace_id": "492e17bd-85e1-48e1-b7c6-0eaa1ca51042",
"weighted_score": 32.66
} | {
"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": 0.957,
"engine": "nemesis_planner",
"mcts_branches": 167,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.701,
"latency_ms": 57,
"node_provider": "CrowdStrike",
"noise_level_db": 38
},
"timestamp": "2026-04-01T19:37:06Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"com... | {
"noise_penalty": 0.22,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.75,
"total_execution_ms": 8720
} | {
"fitness_score_update": 0.07,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1574086",
"timestamp": "2026-04-19T15:14:46Z",
"trace_id": "f3a84969-ba2b-492b-acd9-ac4a8df21e2c",
"weighted_score": 25.36
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.828,
"engine": "nemesis_planner",
"mcts_branches": 830,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.755,
"latency_ms": 333,
"node_provider": "Local_Syslog",
"noise_level_db": 70
},
"timestamp": "2026-04-19T15:14:46Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.2,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.7,
"total_execution_ms": 9095
} | {
"fitness_score_update": 0.17,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0766328",
"timestamp": "2026-04-10T06:52:08Z",
"trace_id": "36010579-8a06-40fd-b9e9-db84c86f7a52",
"weighted_score": 84.25
} | {
"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": 0.801,
"engine": "nemesis_planner",
"mcts_branches": 790,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.954,
"latency_ms": 36,
"node_provider": "Azure_Sentinel",
"noise_level_db": 74
},
"timestamp": "2026-04-10T06:52:08Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"com... | {
"noise_penalty": 0.34,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.76,
"total_execution_ms": 3586
} | {
"fitness_score_update": 0.17,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2001207",
"timestamp": "2026-04-24T13:53:27Z",
"trace_id": "938b02c3-3c3b-4ae4-9e87-d887c7ae591d",
"weighted_score": 61.33
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.892,
"engine": "nemesis_planner",
"mcts_branches": 616,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-24T13:53:27Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 1226
} | {
"fitness_score_update": 0.27,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0292643",
"timestamp": "2026-04-04T19:17:23Z",
"trace_id": "c81b4420-afac-4d2d-b2a0-ec31f55143de",
"weighted_score": 88.71
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"mcts_branches": 390,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "Azure_Sentinel",
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},
"timestamp": "2026-04-04T19:17:23Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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} | {
"fitness_score_update": 0.03,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1560458",
"timestamp": "2026-04-19T11:27:38Z",
"trace_id": "474c2724-406f-40cb-8d08-01b50743066a",
"weighted_score": 63.23
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.804,
"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
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"node_provider": "CloudTrail",
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},
"timestamp": "2026-04-19T11:27:38Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
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"total_execution_ms": 2866
} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0906426",
"timestamp": "2026-04-11T21:47:06Z",
"trace_id": "04fb5371-6410-4700-a80a-d394911a443f",
"weighted_score": 79.88
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.736,
"engine": "nemesis_planner",
"mcts_branches": 565,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-11T21:47:06Z"
},
{
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"total_execution_ms": 8721
} | {
"fitness_score_update": 0.12,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0382373",
"timestamp": "2026-04-05T20:12:53Z",
"trace_id": "40b8fe46-2001-4977-b284-b2e803f84408",
"weighted_score": 78.23
} | {
"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"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
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},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1371548",
"timestamp": "2026-04-17T06:59:08Z",
"trace_id": "2c065712-6a49-4e9c-b9f9-cc448529d598",
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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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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
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},
{
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1510102",
"timestamp": "2026-04-18T21:28:22Z",
"trace_id": "01c56e06-2956-4954-8129-36431a4349ac",
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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",
"trigger": "unusual_ingress_traffic"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-18T21:28:22Z"
},
{
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} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1500377",
"timestamp": "2026-04-18T18:46:17Z",
"trace_id": "1584fe1b-007c-4b6a-9f05-f781ca3942d1",
"weighted_score": 16.49
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-18T18:46:17Z"
},
{
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} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0055482",
"timestamp": "2026-04-02T01:24:42Z",
"trace_id": "12b70beb-8b79-4fc1-8c42-7cc6dd62c68f",
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} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
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"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-02T01:24:42Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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"total_execution_ms": 3641
} | {
"fitness_score_update": 0.34,
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0680900",
"timestamp": "2026-04-09T07:08:20Z",
"trace_id": "7bba1a0c-4a68-4bbd-8dcc-ca1af017ef2c",
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} | {
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"chain": "prod-cluster-01",
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"protocol": "Kubernetes",
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} | {
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} | [
{
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},
"timestamp": "2026-04-09T07:08:20Z"
},
{
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"total_execution_ms": 2262
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0727010",
"timestamp": "2026-04-09T19:56:50Z",
"trace_id": "37a6de95-d9ac-47f7-9725-146a150adce7",
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} | {
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"trigger": "k8s_pod_escape"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-09T19:56:50Z"
},
{
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... | {
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"total_execution_ms": 3968
} | {
"fitness_score_update": 0.07,
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2473849",
"timestamp": "2026-04-30T01:10:49Z",
"trace_id": "dd1bf990-1030-4386-861f-4dfa7dfd4a9f",
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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"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-30T01:10:49Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 7038
} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1079537",
"timestamp": "2026-04-13T21:52:17Z",
"trace_id": "e16b7961-f2c4-4250-8954-3d8fb955c62f",
"weighted_score": 13.58
} | {
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"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.838,
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-13T21:52:17Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"total_execution_ms": 2818
} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1424861",
"timestamp": "2026-04-17T21:47:41Z",
"trace_id": "0783c6aa-c94e-4131-99de-d2f1a3bd9271",
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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": "2026-04-17T21:47:41Z"
},
{
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"total_execution_ms": 3458
} | {
"fitness_score_update": 0.23,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1453892",
"timestamp": "2026-04-18T05:51:32Z",
"trace_id": "f25a4da6-fc41-4c90-8433-a476024dbdb4",
"weighted_score": 17.68
} | {
"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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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-18T05:51:32Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1221437",
"timestamp": "2026-04-15T13:17:17Z",
"trace_id": "6df0813b-9ad0-4a2e-9ee5-8a7628df6f9a",
"weighted_score": 91.9
} | {
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"protocol": "AWS-Cloud",
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
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},
"timestamp": "2026-04-15T13:17:17Z"
},
{
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"total_execution_ms": 1454
} | {
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"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1288624",
"timestamp": "2026-04-16T07:57:04Z",
"trace_id": "6965e123-967f-40e4-a948-0bc4478874e2",
"weighted_score": 25.71
} | {
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-16T07:57:04Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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} | {
"fitness_score_update": 0.27,
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1311886",
"timestamp": "2026-04-16T14:24:46Z",
"trace_id": "c90f2d11-02c2-4f59-b7de-771ccaeb9478",
"weighted_score": 22.88
} | {
"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": 0.853,
"engine": "nemesis_planner",
"mcts_branches": 431,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
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"latency_ms": 107,
"node_provider": "Azure_Sentinel",
"noise_level_db": 44
},
"timestamp": "2026-04-16T14:24:46Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.46,
"total_execution_ms": 6065
} | {
"fitness_score_update": 0.08,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1789106",
"timestamp": "2026-04-22T02:58:26Z",
"trace_id": "42074642-1ea1-490b-9b36-dee697936906",
"weighted_score": 17.57
} | {
"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": 0.952,
"engine": "nemesis_planner",
"mcts_branches": 887,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"latency_ms": 476,
"node_provider": "Azure_Sentinel",
"noise_level_db": 49
},
"timestamp": "2026-04-22T02:58:26Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.45,
"total_execution_ms": 6872
} | {
"fitness_score_update": 0.34,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1660880",
"timestamp": "2026-04-20T15:21:20Z",
"trace_id": "c7eac12b-bfa0-44e8-9325-69ac33304db1",
"weighted_score": 56.56
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.878,
"engine": "nemesis_planner",
"mcts_branches": 720,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
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"latency_ms": 240,
"node_provider": "Azure_Sentinel",
"noise_level_db": 72
},
"timestamp": "2026-04-20T15:21:20Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.49,
"total_execution_ms": 9908
} | {
"fitness_score_update": 0.45,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1062875",
"timestamp": "2026-04-13T17:14:35Z",
"trace_id": "ce1cadef-2e9f-424a-bc14-3f69ce6a0f5d",
"weighted_score": 92.2
} | {
"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": 0.848,
"engine": "nemesis_planner",
"mcts_branches": 625,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"telemetry": {
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"latency_ms": 153,
"node_provider": "Local_Syslog",
"noise_level_db": 50
},
"timestamp": "2026-04-13T17:14:35Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compon... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.82,
"total_execution_ms": 4307
} | {
"fitness_score_update": 0.23,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1496105",
"timestamp": "2026-04-18T17:35:05Z",
"trace_id": "901f5d0a-8b28-422b-ae0a-0f3d8244cb76",
"weighted_score": 79.43
} | {
"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": 0.777,
"engine": "nemesis_planner",
"mcts_branches": 485,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "CloudTrail",
"noise_level_db": 24
},
"timestamp": "2026-04-18T17:35:05Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"com... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.47,
"total_execution_ms": 7741
} | {
"fitness_score_update": 0.17,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1468592",
"timestamp": "2026-04-18T09:56:32Z",
"trace_id": "cbe3acef-0759-4884-839c-74b554a93bdc",
"weighted_score": 94.64
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.709,
"engine": "nemesis_planner",
"mcts_branches": 691,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"telemetry": {
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"latency_ms": 364,
"node_provider": "Azure_Sentinel",
"noise_level_db": 54
},
"timestamp": "2026-04-18T09:56:32Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.81,
"total_execution_ms": 5552
} | {
"fitness_score_update": -0.02,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1504854",
"timestamp": "2026-04-18T20:00:54Z",
"trace_id": "91b03f9d-a00c-432a-bbd5-5d577aad621f",
"weighted_score": 67.83
} | {
"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": 0.71,
"engine": "nemesis_planner",
"mcts_branches": 308,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
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"node_provider": "CloudTrail",
"noise_level_db": 39
},
"timestamp": "2026-04-18T20:00:54Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"c... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.74,
"total_execution_ms": 4346
} | {
"fitness_score_update": 0.22,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2135496",
"timestamp": "2026-04-26T03:11:36Z",
"trace_id": "37a4ca2c-a7fe-4d1a-acb4-1c2b537d5acc",
"weighted_score": 41.23
} | {
"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": 0.75,
"engine": "nemesis_planner",
"mcts_branches": 247,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
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"node_provider": "CloudTrail",
"noise_level_db": 74
},
"timestamp": "2026-04-26T03:11:36Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.3,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.57,
"total_execution_ms": 8851
} | {
"fitness_score_update": 0.3,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0235568",
"timestamp": "2026-04-04T03:26:08Z",
"trace_id": "da7cc997-3982-459a-a1f0-b43058291142",
"weighted_score": 45.53
} | {
"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": 0.888,
"engine": "nemesis_planner",
"mcts_branches": 825,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"latency_ms": 445,
"node_provider": "Local_Syslog",
"noise_level_db": 31
},
"timestamp": "2026-04-04T03:26:08Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.24,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.88,
"total_execution_ms": 1867
} | {
"fitness_score_update": 0.3,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1820869",
"timestamp": "2026-04-22T11:47:49Z",
"trace_id": "8226fb8d-b9f9-478a-a1da-75218aa1a04b",
"weighted_score": 61.36
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.944,
"engine": "nemesis_planner",
"mcts_branches": 496,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"latency_ms": 363,
"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-22T11:47:49Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.74,
"total_execution_ms": 5836
} | {
"fitness_score_update": 0.33,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1633587",
"timestamp": "2026-04-20T07:46:27Z",
"trace_id": "28f15e5f-9235-4f36-be13-6a4b072ea0aa",
"weighted_score": 66.85
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.978,
"engine": "nemesis_planner",
"mcts_branches": 831,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"telemetry": {
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"latency_ms": 344,
"node_provider": "Azure_Sentinel",
"noise_level_db": 44
},
"timestamp": "2026-04-20T07:46:27Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.22,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.59,
"total_execution_ms": 2821
} | {
"fitness_score_update": 0.25,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2017194",
"timestamp": "2026-04-24T18:19:54Z",
"trace_id": "aeb57353-0ebc-4957-80db-bd7b07ed83ae",
"weighted_score": 20.44
} | {
"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": 0.987,
"engine": "nemesis_planner",
"mcts_branches": 502,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"telemetry": {
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"latency_ms": 154,
"node_provider": "Azure_Sentinel",
"noise_level_db": 13
},
"timestamp": "2026-04-24T18:19:54Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"comp... | {
"noise_penalty": 0.29,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.73,
"total_execution_ms": 7943
} | {
"fitness_score_update": -0.07,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0465267",
"timestamp": "2026-04-06T19:14:27Z",
"trace_id": "5b8556c3-2769-498e-b1d6-9734c2a35fb7",
"weighted_score": 71.34
} | {
"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": 0.735,
"engine": "nemesis_planner",
"mcts_branches": 819,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
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"latency_ms": 433,
"node_provider": "Azure_Sentinel",
"noise_level_db": 43
},
"timestamp": "2026-04-06T19:14:27Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"componen... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.54,
"total_execution_ms": 4768
} | {
"fitness_score_update": 0.22,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0810294",
"timestamp": "2026-04-10T19:04:54Z",
"trace_id": "17d5ca55-149f-40fc-9a6d-610629eb0999",
"weighted_score": 27.1
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.884,
"engine": "nemesis_planner",
"mcts_branches": 497,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"telemetry": {
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"node_provider": "Azure_Sentinel",
"noise_level_db": 42
},
"timestamp": "2026-04-10T19:04:54Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compo... | {
"noise_penalty": 0.25,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.89,
"total_execution_ms": 3345
} | {
"fitness_score_update": 0.47,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1023100",
"timestamp": "2026-04-13T06:11:40Z",
"trace_id": "b1f37beb-1696-4910-b5f7-7f3d281a38fa",
"weighted_score": 41.53
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.729,
"engine": "nemesis_planner",
"mcts_branches": 412,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"latency_ms": 17,
"node_provider": "Azure_Sentinel",
"noise_level_db": 35
},
"timestamp": "2026-04-13T06:11:40Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"comp... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.4,
"total_execution_ms": 3051
} | {
"fitness_score_update": 0.34,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1504416",
"timestamp": "2026-04-18T19:53:36Z",
"trace_id": "99896dbf-b9ce-4c0c-bf3b-73973cad88a2",
"weighted_score": 80.14
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.88,
"engine": "nemesis_planner",
"mcts_branches": 631,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
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"latency_ms": 454,
"node_provider": "Local_Syslog",
"noise_level_db": 46
},
"timestamp": "2026-04-18T19:53:36Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.1,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.41,
"total_execution_ms": 6655
} | {
"fitness_score_update": 0.05,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0931269",
"timestamp": "2026-04-12T04:41:09Z",
"trace_id": "bfae6e43-2d63-4dde-932d-93d9e9556af0",
"weighted_score": 15.66
} | {
"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": 0.99,
"engine": "nemesis_planner",
"mcts_branches": 909,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
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"latency_ms": 404,
"node_provider": "Azure_Sentinel",
"noise_level_db": 56
},
"timestamp": "2026-04-12T04:41:09Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.06,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.4,
"total_execution_ms": 8261
} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2219299",
"timestamp": "2026-04-27T02:28:19Z",
"trace_id": "6e7d1170-e027-467b-bbc9-6c9c1b718e10",
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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"
} | {
"confidence_score": 0.935,
"engine": "nemesis_planner",
"mcts_branches": 289,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-27T02:28:19Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"total_execution_ms": 3684
} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2164219",
"timestamp": "2026-04-26T11:10:19Z",
"trace_id": "0d970292-4601-457f-a2f6-4d5d61a604bc",
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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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"engine": "nemesis_planner",
"mcts_branches": 221,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-26T11:10:19Z"
},
{
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} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0475308",
"timestamp": "2026-04-06T22:01:48Z",
"trace_id": "27b43b42-14c5-4662-873f-392423149d9a",
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} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-06T22:01:48Z"
},
{
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0339658",
"timestamp": "2026-04-05T08:20:58Z",
"trace_id": "1e761c66-49b7-4c1c-9af1-9690541122bb",
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} | {
"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": "2026-04-05T08:20:58Z"
},
{
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2198651",
"timestamp": "2026-04-26T20:44:11Z",
"trace_id": "7f41fa67-dbdd-41e7-a73e-843215a4267a",
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} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
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"protocol": "Kubernetes",
"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",
"id": "NEMESIS-0366331",
"timestamp": "2026-04-05T15:45:31Z",
"trace_id": "2d9dd73f-5b75-4c50-af7e-234e08629e2d",
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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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},
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},
{
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"total_execution_ms": 1669
} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2142155",
"timestamp": "2026-04-26T05:02:35Z",
"trace_id": "4ddc481b-8d9e-4709-a30e-0863086620bc",
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} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
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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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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2209145",
"timestamp": "2026-04-26T23:39:05Z",
"trace_id": "35413503-c411-4907-b353-1b0a817dc44b",
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} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-26T23:39:05Z"
},
{
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0326977",
"timestamp": "2026-04-05T04:49:37Z",
"trace_id": "26f39f72-8a5c-4f57-b191-249a599b15bd",
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} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-05T04:49:37Z"
},
{
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} | {
"fitness_score_update": 0.19,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1962544",
"timestamp": "2026-04-24T03:09:04Z",
"trace_id": "064b9561-b308-47d7-9c26-7c46e6aa2e36",
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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",
"trigger": "unusual_ingress_traffic"
} | {
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"mcts_branches": 454,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-24T03:09:04Z"
},
{
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"total_execution_ms": 9346
} | {
"fitness_score_update": 0.25,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2441074",
"timestamp": "2026-04-29T16:04:34Z",
"trace_id": "e60ccd19-bb09-4be1-86e5-6d90ddc5cdcf",
"weighted_score": 93.74
} | {
"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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"winning_strategy": "Stealth_Escalation"
} | [
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},
"timestamp": "2026-04-29T16:04:34Z"
},
{
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"total_execution_ms": 8822
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2188208",
"timestamp": "2026-04-26T17:50:08Z",
"trace_id": "d67a0ea5-c169-4907-a109-6e331c490038",
"weighted_score": 33.92
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
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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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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0262097",
"timestamp": "2026-04-04T10:48:17Z",
"trace_id": "d6c5d0ea-6870-466d-9bdd-3c27428bee76",
"weighted_score": 11.95
} | {
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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": 496,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-04T10:48:17Z"
},
{
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"total_execution_ms": 5892
} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0743484",
"timestamp": "2026-04-10T00:31:24Z",
"trace_id": "acafd0e5-6627-4ce6-80cc-5b56ceba321e",
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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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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-10T00:31:24Z"
},
{
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"... | {
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"total_execution_ms": 1520
} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1341996",
"timestamp": "2026-04-16T22:46:36Z",
"trace_id": "18b03774-16d1-4fe0-bdbb-672215524e62",
"weighted_score": 70.36
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
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"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.911,
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-16T22:46:36Z"
},
{
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
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"timestamp": "2026-04-01T14:22:15Z",
"trace_id": "a9378e2a-29d2-4866-8494-21cbb96947c4",
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} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
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"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
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},
"timestamp": "2026-04-01T14:22:15Z"
},
{
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"total_execution_ms": 2942
} | {
"fitness_score_update": 0.17,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
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"id": "NEMESIS-1458123",
"timestamp": "2026-04-18T07:02:03Z",
"trace_id": "c3eda04f-6375-4f83-9a10-3bdadd4ce8c3",
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} | {
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-18T07:02:03Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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} | {
"fitness_score_update": 0.09,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2482205",
"timestamp": "2026-04-30T03:30:05Z",
"trace_id": "b37d74ab-6df7-455a-ae0e-5f2d08d29556",
"weighted_score": 47.9
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.926,
"engine": "nemesis_planner",
"mcts_branches": 901,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
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"latency_ms": 93,
"node_provider": "CrowdStrike",
"noise_level_db": 45
},
"timestamp": "2026-04-30T03:30:05Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"componen... | {
"noise_penalty": 0.33,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.91,
"total_execution_ms": 6878
} | {
"fitness_score_update": 0.48,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1766947",
"timestamp": "2026-04-21T20:49:07Z",
"trace_id": "6965cc62-9a0d-4f57-8974-726fed0f8a8b",
"weighted_score": 73.39
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.829,
"engine": "nemesis_planner",
"mcts_branches": 837,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
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"latency_ms": 208,
"node_provider": "CloudTrail",
"noise_level_db": 28
},
"timestamp": "2026-04-21T20:49:07Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.99,
"total_execution_ms": 3289
} | {
"fitness_score_update": -0.09,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1577281",
"timestamp": "2026-04-19T16:08:01Z",
"trace_id": "4cc27819-8d15-4a40-bfbb-c619b4280a1d",
"weighted_score": 16.35
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.793,
"engine": "nemesis_planner",
"mcts_branches": 327,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
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"node_provider": "Azure_Sentinel",
"noise_level_db": 74
},
"timestamp": "2026-04-19T16:08:01Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.41,
"total_execution_ms": 3674
} | {
"fitness_score_update": 0.04,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0302914",
"timestamp": "2026-04-04T22:08:34Z",
"trace_id": "f24eea81-54e3-41ac-a506-5ad007493bfd",
"weighted_score": 28.85
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.8,
"engine": "nemesis_planner",
"mcts_branches": 762,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "Azure_Sentinel",
"noise_level_db": 39
},
"timestamp": "2026-04-04T22:08:34Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.48,
"total_execution_ms": 9482
} | {
"fitness_score_update": 0.17,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2449911",
"timestamp": "2026-04-29T18:31:51Z",
"trace_id": "c15483e9-e77a-4020-a5d3-ddbd14098631",
"weighted_score": 97.73
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.716,
"engine": "nemesis_planner",
"mcts_branches": 141,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-29T18:31:51Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.41,
"total_execution_ms": 7788
} | {
"fitness_score_update": -0.01,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0028377",
"timestamp": "2026-04-01T17:52:57Z",
"trace_id": "d80f1375-9dc3-414c-acee-812d00831194",
"weighted_score": 33.13
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.973,
"engine": "nemesis_planner",
"mcts_branches": 549,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "CloudTrail",
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},
"timestamp": "2026-04-01T17:52:57Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.44,
"total_execution_ms": 7050
} | {
"fitness_score_update": -0.05,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1851939",
"timestamp": "2026-04-22T20:25:39Z",
"trace_id": "3a6beacd-ff71-42ce-8be5-10897382cedf",
"weighted_score": 80.43
} | {
"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": 0.766,
"engine": "nemesis_planner",
"mcts_branches": 297,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "Azure_Sentinel",
"noise_level_db": 61
},
"timestamp": "2026-04-22T20:25:39Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compon... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.68,
"total_execution_ms": 3875
} | {
"fitness_score_update": -0.07,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0273966",
"timestamp": "2026-04-04T14:06:06Z",
"trace_id": "a8f996d2-412a-44f3-b536-ddd02633bfc8",
"weighted_score": 35.81
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.938,
"engine": "nemesis_planner",
"mcts_branches": 602,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-04T14:06:06Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"com... | {
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"success_rate": 0.48,
"total_execution_ms": 2845
} | {
"fitness_score_update": 0.33,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2481554",
"timestamp": "2026-04-30T03:19:14Z",
"trace_id": "9597c73e-f8d1-4eac-b9b3-78ef5ef008f1",
"weighted_score": 28.41
} | {
"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": 0.935,
"engine": "nemesis_planner",
"mcts_branches": 959,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-30T03:19:14Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
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"success_rate": 0.77,
"total_execution_ms": 4957
} | {
"fitness_score_update": 0.26,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0660015",
"timestamp": "2026-04-09T01:20:15Z",
"trace_id": "7a0c1eb0-9197-47b8-ad28-6f2d251be87b",
"weighted_score": 84.36
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.801,
"engine": "nemesis_planner",
"mcts_branches": 261,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-09T01:20:15Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component... | {
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"success_rate": 0.73,
"total_execution_ms": 9141
} | {
"fitness_score_update": 0.21,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1532639",
"timestamp": "2026-04-19T03:43:59Z",
"trace_id": "611a8842-5276-4230-b12f-1cdc41f55095",
"weighted_score": 34.62
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.891,
"engine": "nemesis_planner",
"mcts_branches": 338,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-19T03:43:59Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"com... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.72,
"total_execution_ms": 6634
} | {
"fitness_score_update": 0.02,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1388765",
"timestamp": "2026-04-17T11:46:05Z",
"trace_id": "b6ae2f19-fabb-4875-b9b2-543bfae86be7",
"weighted_score": 28.15
} | {
"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": 0.73,
"engine": "nemesis_planner",
"mcts_branches": 360,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"latency_ms": 292,
"node_provider": "Azure_Sentinel",
"noise_level_db": 11
},
"timestamp": "2026-04-17T11:46:05Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.4,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.69,
"total_execution_ms": 9557
} | {
"fitness_score_update": 0.25,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2412005",
"timestamp": "2026-04-29T08:00:05Z",
"trace_id": "308f203b-a4d5-4771-b246-b20cb697f263",
"weighted_score": 78.07
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.966,
"engine": "nemesis_planner",
"mcts_branches": 778,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"latency_ms": 471,
"node_provider": "Local_Syslog",
"noise_level_db": 49
},
"timestamp": "2026-04-29T08:00:05Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compo... | {
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"success_rate": 0.92,
"total_execution_ms": 5973
} | {
"fitness_score_update": 0.36,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1087261",
"timestamp": "2026-04-14T00:01:01Z",
"trace_id": "5f9b3759-dfad-45a6-8a06-c5a7ef26dc6d",
"weighted_score": 25.28
} | {
"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": 0.886,
"engine": "nemesis_planner",
"mcts_branches": 986,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"latency_ms": 169,
"node_provider": "CrowdStrike",
"noise_level_db": 61
},
"timestamp": "2026-04-14T00:01:01Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.95,
"total_execution_ms": 9924
} | {
"fitness_score_update": 0.33,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0232176",
"timestamp": "2026-04-04T02:29:36Z",
"trace_id": "e9e592c0-daae-4961-8801-6b7e39dafa29",
"weighted_score": 36.4
} | {
"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": 0.803,
"engine": "nemesis_planner",
"mcts_branches": 436,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"noise_level_db": 44
},
"timestamp": "2026-04-04T02:29:36Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"c... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.78,
"total_execution_ms": 8715
} | {
"fitness_score_update": 0.31,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2250085",
"timestamp": "2026-04-27T11:01:25Z",
"trace_id": "e76f357c-f0be-43bd-9dab-4d1fd07e2d12",
"weighted_score": 31.19
} | {
"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": 0.853,
"engine": "nemesis_planner",
"mcts_branches": 470,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"noise_level_db": 48
},
"timestamp": "2026-04-27T11:01:25Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.79,
"total_execution_ms": 3786
} | {
"fitness_score_update": 0.24,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0677711",
"timestamp": "2026-04-09T06:15:11Z",
"trace_id": "11f0cf44-abda-41ee-a1f6-b54a6f1cea7c",
"weighted_score": 72.17
} | {
"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": 570,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"noise_level_db": 12
},
"timestamp": "2026-04-09T06:15:11Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"com... | {
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"strategy": "Adaptive_Swarm_Response",
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} | {
"fitness_score_update": 0.19,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2034304",
"timestamp": "2026-04-24T23:05:04Z",
"trace_id": "a363e664-eaab-4337-aaa1-1e68ffa3ccca",
"weighted_score": 47.6
} | {
"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": 0.715,
"engine": "nemesis_planner",
"mcts_branches": 291,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.628,
"latency_ms": 61,
"node_provider": "Azure_Sentinel",
"noise_level_db": 72
},
"timestamp": "2026-04-24T23:05:04Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"comp... | {
"noise_penalty": 0.27,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.71,
"total_execution_ms": 6320
} | {
"fitness_score_update": 0.41,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1703152",
"timestamp": "2026-04-21T03:05:52Z",
"trace_id": "d4fcf749-70d6-4ac2-b7d9-d8d2eb6c72c8",
"weighted_score": 29.55
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.945,
"engine": "nemesis_planner",
"mcts_branches": 634,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.397,
"latency_ms": 209,
"node_provider": "CrowdStrike",
"noise_level_db": 60
},
"timestamp": "2026-04-21T03:05:52Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component":... | {
"noise_penalty": 0.28,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.6,
"total_execution_ms": 1176
} | {
"fitness_score_update": 0.47,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1314178",
"timestamp": "2026-04-16T15:02:58Z",
"trace_id": "d1fc6da5-0aa7-44da-a105-726797b56112",
"weighted_score": 68.51
} | {
"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": 0.754,
"engine": "nemesis_planner",
"mcts_branches": 242,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.356,
"latency_ms": 298,
"node_provider": "CrowdStrike",
"noise_level_db": 66
},
"timestamp": "2026-04-16T15:02:58Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compon... | {
"noise_penalty": 0.19,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.96,
"total_execution_ms": 1482
} | {
"fitness_score_update": 0.06,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0381344",
"timestamp": "2026-04-05T19:55:44Z",
"trace_id": "6efd5c2e-6696-4a6d-9e68-b9b1de4755bd",
"weighted_score": 94.94
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.954,
"engine": "nemesis_planner",
"mcts_branches": 761,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.664,
"latency_ms": 393,
"node_provider": "Azure_Sentinel",
"noise_level_db": 30
},
"timestamp": "2026-04-05T19:55:44Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
"noise_penalty": 0.46,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.5,
"total_execution_ms": 8362
} | {
"fitness_score_update": 0.39,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2189131",
"timestamp": "2026-04-26T18:05:31Z",
"trace_id": "14dfb6fc-63f1-4afa-8d2c-1ae2c0490901",
"weighted_score": 52.27
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.764,
"engine": "nemesis_planner",
"mcts_branches": 741,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.43,
"latency_ms": 391,
"node_provider": "Local_Syslog",
"noise_level_db": 45
},
"timestamp": "2026-04-26T18:05:31Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
"noise_penalty": 0.12,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.86,
"total_execution_ms": 6251
} | {
"fitness_score_update": 0.27,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0109318",
"timestamp": "2026-04-02T16:21:58Z",
"trace_id": "c8693da5-6497-406a-8e20-34027dde9bda",
"weighted_score": 66.66
} | {
"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": 0.704,
"engine": "nemesis_planner",
"mcts_branches": 654,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.176,
"latency_ms": 139,
"node_provider": "Azure_Sentinel",
"noise_level_db": 66
},
"timestamp": "2026-04-02T16:21:58Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.08,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.89,
"total_execution_ms": 3489
} | {
"fitness_score_update": 0.48,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2170265",
"timestamp": "2026-04-26T12:51:05Z",
"trace_id": "2cd87b82-ee83-4887-9967-6e32bfab412b",
"weighted_score": 42.34
} | {
"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": 0.841,
"engine": "nemesis_planner",
"mcts_branches": 245,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.317,
"latency_ms": 263,
"node_provider": "CrowdStrike",
"noise_level_db": 24
},
"timestamp": "2026-04-26T12:51:05Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component":... | {
"noise_penalty": 0.28,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.91,
"total_execution_ms": 1067
} | {
"fitness_score_update": 0.04,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1335502",
"timestamp": "2026-04-16T20:58:22Z",
"trace_id": "2f909f16-afd6-4a3e-975f-8316bf95f734",
"weighted_score": 65.33
} | {
"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": 0.788,
"engine": "nemesis_planner",
"mcts_branches": 501,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.298,
"latency_ms": 453,
"node_provider": "Local_Syslog",
"noise_level_db": 44
},
"timestamp": "2026-04-16T20:58:22Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
"noise_penalty": 0.03,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.53,
"total_execution_ms": 4439
} | {
"fitness_score_update": 0.45,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1887677",
"timestamp": "2026-04-23T06:21:17Z",
"trace_id": "ded47b9e-8573-443f-b229-839417d9b065",
"weighted_score": 35.03
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.702,
"engine": "nemesis_planner",
"mcts_branches": 900,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.624,
"latency_ms": 368,
"node_provider": "CrowdStrike",
"noise_level_db": 52
},
"timestamp": "2026-04-23T06:21:17Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
"noise_penalty": 0.07,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.7,
"total_execution_ms": 3526
} | {
"fitness_score_update": 0.04,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0693506",
"timestamp": "2026-04-09T10:38:26Z",
"trace_id": "cb35f0d9-4505-44b7-9d11-309cdb7f62d5",
"weighted_score": 30.36
} | {
"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": 0.967,
"engine": "nemesis_planner",
"mcts_branches": 525,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.403,
"latency_ms": 128,
"node_provider": "Azure_Sentinel",
"noise_level_db": 62
},
"timestamp": "2026-04-09T10:38:26Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"c... | {
"noise_penalty": 0.26,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.62,
"total_execution_ms": 7761
} | {
"fitness_score_update": 0.18,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2454392",
"timestamp": "2026-04-29T19:46:32Z",
"trace_id": "f368d807-c7ba-49ea-8c27-5e419832b742",
"weighted_score": 52.95
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.754,
"engine": "nemesis_planner",
"mcts_branches": 387,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.345,
"latency_ms": 192,
"node_provider": "Azure_Sentinel",
"noise_level_db": 27
},
"timestamp": "2026-04-29T19:46:32Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.37,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.46,
"total_execution_ms": 8414
} | {
"fitness_score_update": 0.02,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1817449",
"timestamp": "2026-04-22T10:50:49Z",
"trace_id": "650e71c8-a765-4840-b6c9-60d110d644ce",
"weighted_score": 73.53
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.864,
"engine": "nemesis_planner",
"mcts_branches": 463,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.386,
"latency_ms": 55,
"node_provider": "CrowdStrike",
"noise_level_db": 13
},
"timestamp": "2026-04-22T10:50:49Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.48,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.46,
"total_execution_ms": 9972
} | {
"fitness_score_update": 0.01,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2477384",
"timestamp": "2026-04-30T02:09:44Z",
"trace_id": "bc7592d3-feb3-4374-9ed3-2cf32fa81edf",
"weighted_score": 50.27
} | {
"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": 0.925,
"engine": "nemesis_planner",
"mcts_branches": 795,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.725,
"latency_ms": 260,
"node_provider": "Azure_Sentinel",
"noise_level_db": 75
},
"timestamp": "2026-04-30T02:09:44Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.35,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.71,
"total_execution_ms": 9064
} | {
"fitness_score_update": 0.02,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0580457",
"timestamp": "2026-04-08T03:14:17Z",
"trace_id": "570a8639-9457-43b9-aee9-2c3c1ff72bce",
"weighted_score": 17.41
} | {
"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": 0.857,
"engine": "nemesis_planner",
"mcts_branches": 922,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.368,
"latency_ms": 6,
"node_provider": "Azure_Sentinel",
"noise_level_db": 80
},
"timestamp": "2026-04-08T03:14:17Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compo... | {
"noise_penalty": 0.02,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.77,
"total_execution_ms": 9262
} | {
"fitness_score_update": 0.47,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2451624",
"timestamp": "2026-04-29T19:00:24Z",
"trace_id": "fb2c1c87-415c-48a4-aab6-2d0e4c33e6b3",
"weighted_score": 25.21
} | {
"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": 0.725,
"engine": "nemesis_planner",
"mcts_branches": 233,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.654,
"latency_ms": 272,
"node_provider": "Azure_Sentinel",
"noise_level_db": 29
},
"timestamp": "2026-04-29T19:00:24Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"c... | {
"noise_penalty": 0.01,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.51,
"total_execution_ms": 5499
} | {
"fitness_score_update": 0.37,
"parameter_drift": "none"
} | exfiltration_complete |
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