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-0940593",
"timestamp": "2026-04-12T07:16:33Z",
"trace_id": "777ede14-964c-468d-a53e-45d4637377f5",
"weighted_score": 75.58
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.821,
"engine": "nemesis_planner",
"mcts_branches": 444,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.581,
"latency_ms": 431,
"node_provider": "CrowdStrike",
"noise_level_db": 75
},
"timestamp": "2026-04-12T07:16:33Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
"noise_penalty": 0.05,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.42,
"total_execution_ms": 8918
} | {
"fitness_score_update": 0.3,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0878688",
"timestamp": "2026-04-11T14:04:48Z",
"trace_id": "a979ac37-8d34-4535-a70f-8c35de889e1e",
"weighted_score": 16.52
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.931,
"engine": "nemesis_planner",
"mcts_branches": 598,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.495,
"latency_ms": 144,
"node_provider": "Azure_Sentinel",
"noise_level_db": 43
},
"timestamp": "2026-04-11T14:04:48Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.22,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.74,
"total_execution_ms": 6842
} | {
"fitness_score_update": 0.3,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2297810",
"timestamp": "2026-04-28T00:16:50Z",
"trace_id": "b80759c4-31b1-47f4-ac92-5fa594808506",
"weighted_score": 19.81
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.804,
"engine": "nemesis_planner",
"mcts_branches": 707,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.599,
"latency_ms": 259,
"node_provider": "Local_Syslog",
"noise_level_db": 59
},
"timestamp": "2026-04-28T00:16:50Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
"noise_penalty": 0.37,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.78,
"total_execution_ms": 9790
} | {
"fitness_score_update": 0.38,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1208649",
"timestamp": "2026-04-15T09:44:09Z",
"trace_id": "4d97a588-286f-45ae-aef2-f643bc033917",
"weighted_score": 24.47
} | {
"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": 0.9,
"engine": "nemesis_planner",
"mcts_branches": 862,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.898,
"latency_ms": 19,
"node_provider": "CloudTrail",
"noise_level_db": 35
},
"timestamp": "2026-04-15T09:44:09Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component":... | {
"noise_penalty": 0.07,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.61,
"total_execution_ms": 1400
} | {
"fitness_score_update": -0.03,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1481338",
"timestamp": "2026-04-18T13:28:58Z",
"trace_id": "362d88f8-e8fc-480a-81e2-ddc40b612bbe",
"weighted_score": 17.56
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.929,
"engine": "nemesis_planner",
"mcts_branches": 597,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.786,
"latency_ms": 121,
"node_provider": "CloudTrail",
"noise_level_db": 30
},
"timestamp": "2026-04-18T13:28:58Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.43,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.76,
"total_execution_ms": 9246
} | {
"fitness_score_update": 0.07,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1637461",
"timestamp": "2026-04-20T08:51:01Z",
"trace_id": "212f03e5-a245-4700-845e-012b0b79dd9a",
"weighted_score": 57.82
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.883,
"engine": "nemesis_planner",
"mcts_branches": 480,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.565,
"latency_ms": 105,
"node_provider": "Local_Syslog",
"noise_level_db": 22
},
"timestamp": "2026-04-20T08:51:01Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"comp... | {
"noise_penalty": 0.29,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.51,
"total_execution_ms": 1666
} | {
"fitness_score_update": 0.03,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1103945",
"timestamp": "2026-04-14T04:39:05Z",
"trace_id": "89dd33ac-935c-4bb4-adf6-14f9e6f1374e",
"weighted_score": 84.47
} | {
"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": 207,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.971,
"latency_ms": 197,
"node_provider": "Azure_Sentinel",
"noise_level_db": 21
},
"timestamp": "2026-04-14T04:39:05Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"componen... | {
"noise_penalty": 0.31,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.81,
"total_execution_ms": 1439
} | {
"fitness_score_update": 0.5,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2167267",
"timestamp": "2026-04-26T12:01:07Z",
"trace_id": "38564285-8f0b-49c0-b5d3-e20fee997396",
"weighted_score": 32.07
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.951,
"engine": "nemesis_planner",
"mcts_branches": 600,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.276,
"latency_ms": 270,
"node_provider": "Local_Syslog",
"noise_level_db": 80
},
"timestamp": "2026-04-26T12:01:07Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"comp... | {
"noise_penalty": 0.31,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.67,
"total_execution_ms": 2543
} | {
"fitness_score_update": 0.42,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1398400",
"timestamp": "2026-04-17T14:26:40Z",
"trace_id": "523296fd-b1f5-4aa9-8c38-a12cd7788e73",
"weighted_score": 84.38
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.737,
"engine": "nemesis_planner",
"mcts_branches": 797,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.502,
"latency_ms": 60,
"node_provider": "CrowdStrike",
"noise_level_db": 54
},
"timestamp": "2026-04-17T14:26:40Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.41,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 1,
"total_execution_ms": 6883
} | {
"fitness_score_update": 0.15,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0094285",
"timestamp": "2026-04-02T12:11:25Z",
"trace_id": "28ee3780-06ee-4a4a-8a5a-0cf0289ddbab",
"weighted_score": 39.98
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.766,
"engine": "nemesis_planner",
"mcts_branches": 234,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.198,
"latency_ms": 432,
"node_provider": "Azure_Sentinel",
"noise_level_db": 74
},
"timestamp": "2026-04-02T12:11:25Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"componen... | {
"noise_penalty": 0.29,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.69,
"total_execution_ms": 2032
} | {
"fitness_score_update": 0.17,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0899105",
"timestamp": "2026-04-11T19:45:05Z",
"trace_id": "9918b617-f9de-4dc5-9b49-6bd18b6293f2",
"weighted_score": 18.13
} | {
"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": 0.948,
"engine": "nemesis_planner",
"mcts_branches": 221,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.102,
"latency_ms": 241,
"node_provider": "Local_Syslog",
"noise_level_db": 71
},
"timestamp": "2026-04-11T19:45:05Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.23,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.85,
"total_execution_ms": 6675
} | {
"fitness_score_update": 0.13,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0853257",
"timestamp": "2026-04-11T07:00:57Z",
"trace_id": "2f0b02d8-6e52-4454-acf5-6773c500c717",
"weighted_score": 47.62
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.719,
"engine": "nemesis_planner",
"mcts_branches": 721,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.419,
"latency_ms": 474,
"node_provider": "Local_Syslog",
"noise_level_db": 38
},
"timestamp": "2026-04-11T07:00:57Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.45,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.77,
"total_execution_ms": 1245
} | {
"fitness_score_update": 0.45,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1450671",
"timestamp": "2026-04-18T04:57:51Z",
"trace_id": "7e0a98a6-b816-413a-96c2-68682f79b695",
"weighted_score": 55.67
} | {
"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": 0.799,
"engine": "nemesis_planner",
"mcts_branches": 920,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.503,
"latency_ms": 211,
"node_provider": "CloudTrail",
"noise_level_db": 30
},
"timestamp": "2026-04-18T04:57:51Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"... | {
"noise_penalty": 0,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.92,
"total_execution_ms": 6607
} | {
"fitness_score_update": 0.41,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0752935",
"timestamp": "2026-04-10T03:08:55Z",
"trace_id": "5bef2518-7cfe-4b60-b97e-d29ccd2b9509",
"weighted_score": 64.23
} | {
"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": 0.792,
"engine": "nemesis_planner",
"mcts_branches": 965,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.962,
"latency_ms": 484,
"node_provider": "CloudTrail",
"noise_level_db": 45
},
"timestamp": "2026-04-10T03:08:55Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
"noise_penalty": 0.04,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.77,
"total_execution_ms": 2933
} | {
"fitness_score_update": -0.04,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0848930",
"timestamp": "2026-04-11T05:48:50Z",
"trace_id": "663414db-2fc0-4789-b3d4-9215d00ddaf1",
"weighted_score": 35.71
} | {
"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": 0.718,
"engine": "nemesis_planner",
"mcts_branches": 329,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.222,
"latency_ms": 395,
"node_provider": "Local_Syslog",
"noise_level_db": 13
},
"timestamp": "2026-04-11T05:48:50Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.35,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.82,
"total_execution_ms": 2972
} | {
"fitness_score_update": 0.27,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1018430",
"timestamp": "2026-04-13T04:53:50Z",
"trace_id": "d19d2650-18fe-4b2f-b21d-861d2f87c401",
"weighted_score": 69.28
} | {
"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": 0.896,
"engine": "nemesis_planner",
"mcts_branches": 214,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.177,
"latency_ms": 412,
"node_provider": "Azure_Sentinel",
"noise_level_db": 31
},
"timestamp": "2026-04-13T04:53:50Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"c... | {
"noise_penalty": 0.34,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.86,
"total_execution_ms": 3856
} | {
"fitness_score_update": 0.43,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0942321",
"timestamp": "2026-04-12T07:45:21Z",
"trace_id": "c7d427c4-9ce8-4dea-8733-b09810257b2a",
"weighted_score": 23.95
} | {
"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": 0.866,
"engine": "nemesis_planner",
"mcts_branches": 557,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.785,
"latency_ms": 40,
"node_provider": "CrowdStrike",
"noise_level_db": 75
},
"timestamp": "2026-04-12T07:45:21Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.15,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.64,
"total_execution_ms": 7312
} | {
"fitness_score_update": 0.48,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0437147",
"timestamp": "2026-04-06T11:25:47Z",
"trace_id": "871fea35-7d04-4fd4-afe0-2154ea5163c4",
"weighted_score": 58.33
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.82,
"engine": "nemesis_planner",
"mcts_branches": 895,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"latency_ms": 253,
"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-06T11:25:47Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.89,
"total_execution_ms": 5479
} | {
"fitness_score_update": 0.14,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2091500",
"timestamp": "2026-04-25T14:58:20Z",
"trace_id": "33df10e4-51ee-4616-9038-ab56a355373f",
"weighted_score": 92.24
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.755,
"engine": "nemesis_planner",
"mcts_branches": 462,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-25T14:58:20Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"... | {
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 4148
} | {
"fitness_score_update": -0.03,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1904128",
"timestamp": "2026-04-23T10:55:28Z",
"trace_id": "03ed66da-b8d4-4179-8f78-ff7f16d15842",
"weighted_score": 89.31
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.753,
"engine": "nemesis_planner",
"mcts_branches": 201,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-23T10:55:28Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component":... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.88,
"total_execution_ms": 8818
} | {
"fitness_score_update": 0.25,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1113240",
"timestamp": "2026-04-14T07:14:00Z",
"trace_id": "52d306f3-630b-42a8-b8f7-375188ad889c",
"weighted_score": 39.47
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.833,
"engine": "nemesis_planner",
"mcts_branches": 522,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "CloudTrail",
"noise_level_db": 60
},
"timestamp": "2026-04-14T07:14:00Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 8410
} | {
"fitness_score_update": 0.21,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0270308",
"timestamp": "2026-04-04T13:05:08Z",
"trace_id": "fb8c8381-16ca-480a-afca-ab0c1659ed33",
"weighted_score": 47.38
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 736,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-04T13:05:08Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
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"total_execution_ms": 9239
} | {
"fitness_score_update": 0.06,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0516788",
"timestamp": "2026-04-07T09:33:08Z",
"trace_id": "600114fc-3886-4657-b354-482edaf2ea17",
"weighted_score": 39.85
} | {
"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": 0.709,
"engine": "nemesis_planner",
"mcts_branches": 686,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-07T09:33:08Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 2311
} | {
"fitness_score_update": 0.43,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1696743",
"timestamp": "2026-04-21T01:19:03Z",
"trace_id": "2fa42d5b-9378-407d-a4d2-e6ac0004dcae",
"weighted_score": 15.07
} | {
"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": 0.897,
"engine": "nemesis_planner",
"mcts_branches": 547,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-21T01:19:03Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 6712
} | {
"fitness_score_update": 0.31,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2232641",
"timestamp": "2026-04-27T06:10:41Z",
"trace_id": "a3ca9e40-62f8-4f9f-af7f-6d6539e7725c",
"weighted_score": 64.84
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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"mcts_branches": 153,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-27T06:10:41Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 5839
} | {
"fitness_score_update": 0.33,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0907653",
"timestamp": "2026-04-11T22:07:33Z",
"trace_id": "8e3fdfae-e921-4d59-8430-2882ab52ab99",
"weighted_score": 67.38
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.732,
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"mcts_branches": 496,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-11T22:07:33Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
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"total_execution_ms": 6413
} | {
"fitness_score_update": 0.36,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0886918",
"timestamp": "2026-04-11T16:21:58Z",
"trace_id": "5982750f-3e9f-4ee1-bc01-40997dc4a5e3",
"weighted_score": 16.1
} | {
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"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-11T16:21:58Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 3392
} | {
"fitness_score_update": 0.32,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0705229",
"timestamp": "2026-04-09T13:53:49Z",
"trace_id": "7b21fb15-cee7-4f92-9fe7-21cf96d89459",
"weighted_score": 87.31
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 230,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-09T13:53:49Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
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"success_rate": 0.53,
"total_execution_ms": 5503
} | {
"fitness_score_update": 0.48,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0857478",
"timestamp": "2026-04-11T08:11:18Z",
"trace_id": "d8a47a99-a5df-4f28-a476-943088e030e3",
"weighted_score": 71.87
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"mcts_branches": 335,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-11T08:11:18Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.98,
"total_execution_ms": 5967
} | {
"fitness_score_update": 0.11,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0903686",
"timestamp": "2026-04-11T21:01:26Z",
"trace_id": "3868dab4-b02c-4139-ac9e-e4024aab0f59",
"weighted_score": 53.97
} | {
"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": 0.896,
"engine": "nemesis_planner",
"mcts_branches": 266,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "CloudTrail",
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},
"timestamp": "2026-04-11T21:01:26Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component":... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.6,
"total_execution_ms": 3315
} | {
"fitness_score_update": 0.26,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0879466",
"timestamp": "2026-04-11T14:17:46Z",
"trace_id": "b6666475-e36d-4f98-9e59-9505ddb20995",
"weighted_score": 15.24
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.735,
"engine": "nemesis_planner",
"mcts_branches": 308,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-11T14:17:46Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.6,
"total_execution_ms": 6469
} | {
"fitness_score_update": -0.07,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1205451",
"timestamp": "2026-04-15T08:50:51Z",
"trace_id": "197d5509-0ab3-4ae9-8cd8-8d57be433a84",
"weighted_score": 65.01
} | {
"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": 0.954,
"engine": "nemesis_planner",
"mcts_branches": 338,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-15T08:50:51Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"comp... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.62,
"total_execution_ms": 8101
} | {
"fitness_score_update": 0.04,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1328928",
"timestamp": "2026-04-16T19:08:48Z",
"trace_id": "f3119533-0406-47c8-99de-04b134d32392",
"weighted_score": 82.11
} | {
"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": 0.816,
"engine": "nemesis_planner",
"mcts_branches": 629,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "CloudTrail",
"noise_level_db": 28
},
"timestamp": "2026-04-16T19:08:48Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"com... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.42,
"total_execution_ms": 4700
} | {
"fitness_score_update": 0.15,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0186132",
"timestamp": "2026-04-03T13:42:12Z",
"trace_id": "e0eddf73-9bf2-48ed-aeb6-e5f6daebdf0e",
"weighted_score": 41.18
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.825,
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-03T13:42:12Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 1089
} | {
"fitness_score_update": 0.19,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2437451",
"timestamp": "2026-04-29T15:04:11Z",
"trace_id": "d2f1dfdb-eebd-4708-92ba-e560d1d880d8",
"weighted_score": 70.9
} | {
"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": 0.947,
"engine": "nemesis_planner",
"mcts_branches": 174,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"latency_ms": 382,
"node_provider": "Azure_Sentinel",
"noise_level_db": 62
},
"timestamp": "2026-04-29T15:04:11Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.62,
"total_execution_ms": 3787
} | {
"fitness_score_update": 0.2,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2405220",
"timestamp": "2026-04-29T06:07:00Z",
"trace_id": "022de244-f804-404e-81b8-a727128d5b64",
"weighted_score": 87.57
} | {
"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": 0.949,
"engine": "nemesis_planner",
"mcts_branches": 122,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-29T06:07:00Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 9052
} | {
"fitness_score_update": 0.39,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1621905",
"timestamp": "2026-04-20T04:31:45Z",
"trace_id": "3303d13b-264e-4737-a950-cccce659f462",
"weighted_score": 66.47
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.827,
"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-20T04:31:45Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
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"total_execution_ms": 6683
} | {
"fitness_score_update": 0.34,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2393711",
"timestamp": "2026-04-29T02:55:11Z",
"trace_id": "e1018895-049c-4526-b455-c4df5697f068",
"weighted_score": 49.71
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.935,
"engine": "nemesis_planner",
"mcts_branches": 677,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-29T02:55:11Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.75,
"total_execution_ms": 4659
} | {
"fitness_score_update": 0.48,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2456013",
"timestamp": "2026-04-29T20:13:33Z",
"trace_id": "3e0890c0-7919-4763-bfe0-c905d47b6ea9",
"weighted_score": 71.81
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.71,
"engine": "nemesis_planner",
"mcts_branches": 238,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-29T20:13:33Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 4967
} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0172984",
"timestamp": "2026-04-03T10:03:04Z",
"trace_id": "01959533-b065-4462-96ed-34fa064bf23b",
"weighted_score": 44.85
} | {
"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": 0.744,
"engine": "nemesis_planner",
"mcts_branches": 492,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-03T10:03:04Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
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"success_rate": 0.85,
"total_execution_ms": 9160
} | {
"fitness_score_update": 0.36,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0840601",
"timestamp": "2026-04-11T03:30:01Z",
"trace_id": "95a4a989-ece4-4ba1-903f-a2fe15eda31d",
"weighted_score": 33.5
} | {
"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": 132,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-11T03:30:01Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 5364
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2377103",
"timestamp": "2026-04-28T22:18:23Z",
"trace_id": "949e0639-5445-4856-bfb4-8e269972711f",
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} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
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"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.861,
"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-28T22:18:23Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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} | {
"fitness_score_update": 0.1,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0148780",
"timestamp": "2026-04-03T03:19:40Z",
"trace_id": "0b91d46e-f16d-457c-a8b1-8ee2c4e2ad88",
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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"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-03T03:19:40Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"success_rate": 0.6,
"total_execution_ms": 6025
} | {
"fitness_score_update": 0.05,
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1222933",
"timestamp": "2026-04-15T13:42:13Z",
"trace_id": "86a2681c-eddd-4bad-a33b-864a7674a426",
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} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-15T13:42:13Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 4103
} | {
"fitness_score_update": 0.07,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0910626",
"timestamp": "2026-04-11T22:57:06Z",
"trace_id": "a2302dec-a607-4a31-b882-8f81dafde01b",
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} | {
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"chain": "ubuntu-22.04",
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"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-11T22:57:06Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0457571",
"timestamp": "2026-04-06T17:06:11Z",
"trace_id": "e6c17c00-a334-46c8-b1f4-9951e42a995c",
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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": "2026-04-06T17:06:11Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"success_rate": 0.95,
"total_execution_ms": 7870
} | {
"fitness_score_update": 0.39,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0574635",
"timestamp": "2026-04-08T01:37:15Z",
"trace_id": "64ab6ec4-a1d7-49b6-a436-b4ac134cc60f",
"weighted_score": 88.13
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-08T01:37:15Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 8876
} | {
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"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2030115",
"timestamp": "2026-04-24T21:55:15Z",
"trace_id": "0e10d509-9691-4a78-b18d-3c07ada10343",
"weighted_score": 91.77
} | {
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"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.765,
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-24T21:55:15Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 1824
} | {
"fitness_score_update": 0.45,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2143690",
"timestamp": "2026-04-26T05:28:10Z",
"trace_id": "a25981e2-19c2-4435-af57-08acb4590dc9",
"weighted_score": 10.74
} | {
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"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": 941,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-26T05:28:10Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 8325
} | {
"fitness_score_update": 0.19,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1316570",
"timestamp": "2026-04-16T15:42:50Z",
"trace_id": "d31cae57-9a41-4f06-bab4-017aedaaf352",
"weighted_score": 49.6
} | {
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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",
"mcts_branches": 495,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-16T15:42:50Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"com... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.62,
"total_execution_ms": 7291
} | {
"fitness_score_update": 0.2,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1122675",
"timestamp": "2026-04-14T09:51:15Z",
"trace_id": "77f5a2c3-546b-42eb-8842-55ec3ed5377a",
"weighted_score": 20.39
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-14T09:51:15Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 8236
} | {
"fitness_score_update": 0.41,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1821446",
"timestamp": "2026-04-22T11:57:26Z",
"trace_id": "50044f22-bb31-4e42-90bb-87ea81b62db4",
"weighted_score": 25.85
} | {
"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": 0.929,
"engine": "nemesis_planner",
"mcts_branches": 244,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.935,
"latency_ms": 115,
"node_provider": "Azure_Sentinel",
"noise_level_db": 66
},
"timestamp": "2026-04-22T11:57:26Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.26,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.86,
"total_execution_ms": 2132
} | {
"fitness_score_update": 0.08,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1054653",
"timestamp": "2026-04-13T14:57:33Z",
"trace_id": "197d7343-b4cb-414e-b539-bf4ab84d9fad",
"weighted_score": 93.26
} | {
"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": 0.714,
"engine": "nemesis_planner",
"mcts_branches": 796,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.111,
"latency_ms": 143,
"node_provider": "Azure_Sentinel",
"noise_level_db": 10
},
"timestamp": "2026-04-13T14:57:33Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"com... | {
"noise_penalty": 0.33,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.42,
"total_execution_ms": 1138
} | {
"fitness_score_update": 0.32,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1485972",
"timestamp": "2026-04-18T14:46:12Z",
"trace_id": "649b049e-6aeb-4be9-9354-754212e5860e",
"weighted_score": 38.78
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.935,
"engine": "nemesis_planner",
"mcts_branches": 409,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.954,
"latency_ms": 266,
"node_provider": "CrowdStrike",
"noise_level_db": 12
},
"timestamp": "2026-04-18T14:46:12Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component":... | {
"noise_penalty": 0.28,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.81,
"total_execution_ms": 5609
} | {
"fitness_score_update": 0.44,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0095842",
"timestamp": "2026-04-02T12:37:22Z",
"trace_id": "90898179-4249-430e-88b7-614fc5204186",
"weighted_score": 30.47
} | {
"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": 0.765,
"engine": "nemesis_planner",
"mcts_branches": 835,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
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"latency_ms": 212,
"node_provider": "CrowdStrike",
"noise_level_db": 76
},
"timestamp": "2026-04-02T12:37:22Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compone... | {
"noise_penalty": 0.43,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.6,
"total_execution_ms": 7134
} | {
"fitness_score_update": 0.36,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1644975",
"timestamp": "2026-04-20T10:56:15Z",
"trace_id": "5d44e2c1-2ff1-4b9f-b497-57e420ba979c",
"weighted_score": 11.98
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.73,
"engine": "nemesis_planner",
"mcts_branches": 482,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
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"latency_ms": 19,
"node_provider": "CloudTrail",
"noise_level_db": 61
},
"timestamp": "2026-04-20T10:56:15Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"componen... | {
"noise_penalty": 0.38,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.49,
"total_execution_ms": 7024
} | {
"fitness_score_update": 0.4,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2331329",
"timestamp": "2026-04-28T09:35:29Z",
"trace_id": "8f5f0153-3248-4227-8e63-915d0906b45c",
"weighted_score": 18.59
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.85,
"engine": "nemesis_planner",
"mcts_branches": 253,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
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"latency_ms": 431,
"node_provider": "CrowdStrike",
"noise_level_db": 71
},
"timestamp": "2026-04-28T09:35:29Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.58,
"total_execution_ms": 6967
} | {
"fitness_score_update": 0.42,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0545318",
"timestamp": "2026-04-07T17:28:38Z",
"trace_id": "0b6b00cb-cdd9-4db5-864d-07a2f8934fb8",
"weighted_score": 35.25
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.801,
"engine": "nemesis_planner",
"mcts_branches": 530,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
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"latency_ms": 250,
"node_provider": "Azure_Sentinel",
"noise_level_db": 16
},
"timestamp": "2026-04-07T17:28:38Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
"noise_penalty": 0.16,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.79,
"total_execution_ms": 7706
} | {
"fitness_score_update": 0.37,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0912723",
"timestamp": "2026-04-11T23:32:03Z",
"trace_id": "a1b5ebe7-8a59-45fd-8c25-87f635614cbe",
"weighted_score": 55.9
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.903,
"engine": "nemesis_planner",
"mcts_branches": 560,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
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"latency_ms": 233,
"node_provider": "CloudTrail",
"noise_level_db": 36
},
"timestamp": "2026-04-11T23:32:03Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
"noise_penalty": 0.27,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.55,
"total_execution_ms": 2255
} | {
"fitness_score_update": 0.46,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0779343",
"timestamp": "2026-04-10T10:29:03Z",
"trace_id": "bb6d2602-b3b5-41c4-888c-3dc9b31920c6",
"weighted_score": 97.77
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.804,
"engine": "nemesis_planner",
"mcts_branches": 243,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
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"latency_ms": 436,
"node_provider": "CrowdStrike",
"noise_level_db": 70
},
"timestamp": "2026-04-10T10:29:03Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.08,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.64,
"total_execution_ms": 3327
} | {
"fitness_score_update": 0.2,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1224493",
"timestamp": "2026-04-15T14:08:13Z",
"trace_id": "2c1bbe35-50ee-4555-81d7-63f1579b5195",
"weighted_score": 61.57
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.976,
"engine": "nemesis_planner",
"mcts_branches": 976,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
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"node_provider": "CrowdStrike",
"noise_level_db": 70
},
"timestamp": "2026-04-15T14:08:13Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.57,
"total_execution_ms": 7619
} | {
"fitness_score_update": 0.26,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0261665",
"timestamp": "2026-04-04T10:41:05Z",
"trace_id": "6cf8f7b5-4524-40c9-921f-84db8215ef0b",
"weighted_score": 76.82
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.784,
"engine": "nemesis_planner",
"mcts_branches": 617,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
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"latency_ms": 158,
"node_provider": "CloudTrail",
"noise_level_db": 45
},
"timestamp": "2026-04-04T10:41:05Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.44,
"total_execution_ms": 9685
} | {
"fitness_score_update": 0.44,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0581013",
"timestamp": "2026-04-08T03:23:33Z",
"trace_id": "c4b4a979-d0ca-48a3-85db-6c64c8607f74",
"weighted_score": 21.14
} | {
"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": 0.95,
"engine": "nemesis_planner",
"mcts_branches": 340,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
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"latency_ms": 161,
"node_provider": "Azure_Sentinel",
"noise_level_db": 44
},
"timestamp": "2026-04-08T03:23:33Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.55,
"total_execution_ms": 5232
} | {
"fitness_score_update": 0.28,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2070526",
"timestamp": "2026-04-25T09:08:46Z",
"trace_id": "5308b99d-1224-49dc-836d-6087a3be3ff5",
"weighted_score": 86.47
} | {
"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": 0.942,
"engine": "nemesis_planner",
"mcts_branches": 395,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
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"latency_ms": 496,
"node_provider": "Local_Syslog",
"noise_level_db": 54
},
"timestamp": "2026-04-25T09:08:46Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.3,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.82,
"total_execution_ms": 2881
} | {
"fitness_score_update": 0.44,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1061610",
"timestamp": "2026-04-13T16:53:30Z",
"trace_id": "31df7f39-7280-4c72-9fde-4f43bb765220",
"weighted_score": 27.76
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.736,
"engine": "nemesis_planner",
"mcts_branches": 936,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"telemetry": {
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"node_provider": "Local_Syslog",
"noise_level_db": 10
},
"timestamp": "2026-04-13T16:53:30Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compon... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.42,
"total_execution_ms": 9502
} | {
"fitness_score_update": 0.35,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1226532",
"timestamp": "2026-04-15T14:42:12Z",
"trace_id": "314dfdb1-a97d-44bf-a08f-3ef345b62b66",
"weighted_score": 31.96
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.76,
"engine": "nemesis_planner",
"mcts_branches": 762,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "CloudTrail",
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},
"timestamp": "2026-04-15T14:42:12Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component":... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.92,
"total_execution_ms": 8117
} | {
"fitness_score_update": 0.16,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0890488",
"timestamp": "2026-04-11T17:21:28Z",
"trace_id": "1f18f39d-6a9d-4cb6-9e40-98d3502963bc",
"weighted_score": 25.67
} | {
"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": 0.855,
"engine": "nemesis_planner",
"mcts_branches": 997,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"telemetry": {
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"node_provider": "CrowdStrike",
"noise_level_db": 74
},
"timestamp": "2026-04-11T17:21:28Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component":... | {
"noise_penalty": 0.48,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.67,
"total_execution_ms": 6452
} | {
"fitness_score_update": 0.16,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0562957",
"timestamp": "2026-04-07T22:22:37Z",
"trace_id": "110031ac-f146-4316-9dea-d4bca130250f",
"weighted_score": 66.81
} | {
"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": 0.821,
"engine": "nemesis_planner",
"mcts_branches": 652,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
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"node_provider": "CloudTrail",
"noise_level_db": 13
},
"timestamp": "2026-04-07T22:22:37Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"comp... | {
"noise_penalty": 0.11,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.73,
"total_execution_ms": 6319
} | {
"fitness_score_update": 0.1,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2100605",
"timestamp": "2026-04-25T17:30:05Z",
"trace_id": "97ab709d-cdf8-4001-b099-3f2538644a63",
"weighted_score": 32.53
} | {
"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": 0.749,
"engine": "nemesis_planner",
"mcts_branches": 294,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"latency_ms": 343,
"node_provider": "CrowdStrike",
"noise_level_db": 32
},
"timestamp": "2026-04-25T17:30:05Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.95,
"total_execution_ms": 7068
} | {
"fitness_score_update": -0.03,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0123386",
"timestamp": "2026-04-02T20:16:26Z",
"trace_id": "9dca065e-e1de-4f4d-9b0b-e29fbf229e7a",
"weighted_score": 31.55
} | {
"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": 0.857,
"engine": "nemesis_planner",
"mcts_branches": 811,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-02T20:16:26Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.76,
"total_execution_ms": 7765
} | {
"fitness_score_update": 0,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1073630",
"timestamp": "2026-04-13T20:13:50Z",
"trace_id": "52763831-d6ff-4e82-805c-cc4c30ff29cd",
"weighted_score": 28.1
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.84,
"engine": "nemesis_planner",
"mcts_branches": 917,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"latency_ms": 331,
"node_provider": "Azure_Sentinel",
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},
"timestamp": "2026-04-13T20:13:50Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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"success_rate": 0.57,
"total_execution_ms": 6863
} | {
"fitness_score_update": 0.22,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1362060",
"timestamp": "2026-04-17T04:21:00Z",
"trace_id": "be684846-e95b-44ec-bd4a-ecd7b2fb1429",
"weighted_score": 65.93
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.766,
"engine": "nemesis_planner",
"mcts_branches": 996,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-17T04:21:00Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.72,
"total_execution_ms": 4350
} | {
"fitness_score_update": 0.16,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1164598",
"timestamp": "2026-04-14T21:29:58Z",
"trace_id": "3612363d-bbc7-4764-aa41-9545e258b4ac",
"weighted_score": 62.94
} | {
"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": 0.788,
"engine": "nemesis_planner",
"mcts_branches": 604,
"winning_strategy": "Stealth_Escalation"
} | [
{
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"node_provider": "CloudTrail",
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},
"timestamp": "2026-04-14T21:29:58Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"... | {
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"total_execution_ms": 9343
} | {
"fitness_score_update": 0.11,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0892975",
"timestamp": "2026-04-11T18:02:55Z",
"trace_id": "fc8f6fc4-18b1-4bac-8b7d-f3f84cbc190f",
"weighted_score": 16.81
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.973,
"engine": "nemesis_planner",
"mcts_branches": 540,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-11T18:02:55Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.99,
"total_execution_ms": 8401
} | {
"fitness_score_update": 0.34,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0257512",
"timestamp": "2026-04-04T09:31:52Z",
"trace_id": "97e5e961-d6ce-4abf-985a-2bbd1bc29c23",
"weighted_score": 28.97
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.956,
"engine": "nemesis_planner",
"mcts_branches": 864,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-04T09:31:52Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.51,
"total_execution_ms": 3320
} | {
"fitness_score_update": -0.04,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1114828",
"timestamp": "2026-04-14T07:40:28Z",
"trace_id": "855d0983-ccc6-4fea-b322-6ebb1a6a0246",
"weighted_score": 82.95
} | {
"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": 0.838,
"engine": "nemesis_planner",
"mcts_branches": 758,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-14T07:40:28Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 6417
} | {
"fitness_score_update": 0.37,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1057106",
"timestamp": "2026-04-13T15:38:26Z",
"trace_id": "b7de846d-aee3-463f-8e94-61eec00884ee",
"weighted_score": 15.3
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 513,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-13T15:38:26Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.44,
"total_execution_ms": 4843
} | {
"fitness_score_update": 0.09,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1527787",
"timestamp": "2026-04-19T02:23:07Z",
"trace_id": "30ac553a-4f77-4737-9911-03c67885ebe3",
"weighted_score": 97.12
} | {
"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": 0.737,
"engine": "nemesis_planner",
"mcts_branches": 279,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-19T02:23:07Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.44,
"total_execution_ms": 1532
} | {
"fitness_score_update": 0.23,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0167059",
"timestamp": "2026-04-03T08:24:19Z",
"trace_id": "58ca9a04-540a-4edd-9087-2d0a8e622295",
"weighted_score": 95.4
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-03T08:24:19Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.73,
"total_execution_ms": 2328
} | {
"fitness_score_update": 0.1,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2152328",
"timestamp": "2026-04-26T07:52:08Z",
"trace_id": "7631bba9-6b54-4fd8-80d9-f6d53cbdcdcc",
"weighted_score": 20.69
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.713,
"engine": "nemesis_planner",
"mcts_branches": 905,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-26T07:52:08Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.62,
"total_execution_ms": 9224
} | {
"fitness_score_update": 0.3,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0200463",
"timestamp": "2026-04-03T17:41:03Z",
"trace_id": "7784b3b0-b240-4b69-8050-75e688c6851f",
"weighted_score": 14.41
} | {
"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"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 808,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-03T17:41:03Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"success_rate": 0.68,
"total_execution_ms": 5460
} | {
"fitness_score_update": 0.45,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1984099",
"timestamp": "2026-04-24T09:08:19Z",
"trace_id": "620e976b-baa6-43ab-83d6-a8ea120b68e0",
"weighted_score": 85.66
} | {
"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": 0.721,
"engine": "nemesis_planner",
"mcts_branches": 913,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-24T09:08:19Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.97,
"total_execution_ms": 8451
} | {
"fitness_score_update": 0.2,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0908101",
"timestamp": "2026-04-11T22:15:01Z",
"trace_id": "71656be2-e1bc-4734-b186-7c3cc02c520b",
"weighted_score": 33.34
} | {
"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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},
"timestamp": "2026-04-11T22:15:01Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.68,
"total_execution_ms": 2007
} | {
"fitness_score_update": 0.09,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1697186",
"timestamp": "2026-04-21T01:26:26Z",
"trace_id": "c02e4ec3-e763-455d-a10a-24cbd9fad335",
"weighted_score": 88.74
} | {
"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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"engine": "nemesis_planner",
"mcts_branches": 445,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-21T01:26:26Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.51,
"total_execution_ms": 5784
} | {
"fitness_score_update": 0.07,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1683805",
"timestamp": "2026-04-20T21:43:25Z",
"trace_id": "c8a947da-60cd-4d47-a2eb-30b9b6fad649",
"weighted_score": 38.49
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-20T21:43:25Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"... | {
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"total_execution_ms": 3484
} | {
"fitness_score_update": 0.27,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1431490",
"timestamp": "2026-04-17T23:38:10Z",
"trace_id": "9fab7b90-3de1-446e-b6aa-46b47df64b55",
"weighted_score": 84.34
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.87,
"engine": "nemesis_planner",
"mcts_branches": 557,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.704,
"latency_ms": 438,
"node_provider": "Local_Syslog",
"noise_level_db": 39
},
"timestamp": "2026-04-17T23:38:10Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.25,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.47,
"total_execution_ms": 8888
} | {
"fitness_score_update": 0.1,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0857722",
"timestamp": "2026-04-11T08:15:22Z",
"trace_id": "793f7443-ffa7-41b7-8a9f-0823dd7f02c9",
"weighted_score": 53.75
} | {
"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": 0.842,
"engine": "nemesis_planner",
"mcts_branches": 134,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.32,
"latency_ms": 481,
"node_provider": "CloudTrail",
"noise_level_db": 43
},
"timestamp": "2026-04-11T08:15:22Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
"noise_penalty": 0.43,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.84,
"total_execution_ms": 6982
} | {
"fitness_score_update": 0.03,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2198337",
"timestamp": "2026-04-26T20:38:57Z",
"trace_id": "c391683e-2703-4d02-bbed-748fbeb2fab9",
"weighted_score": 36.44
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.946,
"engine": "nemesis_planner",
"mcts_branches": 803,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.221,
"latency_ms": 320,
"node_provider": "CrowdStrike",
"noise_level_db": 45
},
"timestamp": "2026-04-26T20:38:57Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
"noise_penalty": 0.33,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.69,
"total_execution_ms": 3847
} | {
"fitness_score_update": 0.15,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2463512",
"timestamp": "2026-04-29T22:18:32Z",
"trace_id": "895f95ac-4d40-46da-8d57-49daea27cc49",
"weighted_score": 41.79
} | {
"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": 0.761,
"engine": "nemesis_planner",
"mcts_branches": 475,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.116,
"latency_ms": 120,
"node_provider": "Azure_Sentinel",
"noise_level_db": 55
},
"timestamp": "2026-04-29T22:18:32Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"componen... | {
"noise_penalty": 0.35,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.58,
"total_execution_ms": 2306
} | {
"fitness_score_update": 0.35,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2215102",
"timestamp": "2026-04-27T01:18:22Z",
"trace_id": "706cbc5e-2dcb-42f0-8f43-c90c1ebd097c",
"weighted_score": 92.74
} | {
"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": 0.807,
"engine": "nemesis_planner",
"mcts_branches": 295,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.79,
"latency_ms": 486,
"node_provider": "CrowdStrike",
"noise_level_db": 31
},
"timestamp": "2026-04-27T01:18:22Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
"noise_penalty": 0.18,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.98,
"total_execution_ms": 3221
} | {
"fitness_score_update": 0.45,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0338655",
"timestamp": "2026-04-05T08:04:15Z",
"trace_id": "fb027b25-03e2-4a3a-8e0f-26c4b0dcfbe0",
"weighted_score": 19.52
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.859,
"engine": "nemesis_planner",
"mcts_branches": 485,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.162,
"latency_ms": 116,
"node_provider": "Local_Syslog",
"noise_level_db": 63
},
"timestamp": "2026-04-05T08:04:15Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compo... | {
"noise_penalty": 0.39,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.82,
"total_execution_ms": 3948
} | {
"fitness_score_update": 0.23,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0852801",
"timestamp": "2026-04-11T06:53:21Z",
"trace_id": "3d9de149-a0cf-4307-a9ce-708ef3230149",
"weighted_score": 61.23
} | {
"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": 0.748,
"engine": "nemesis_planner",
"mcts_branches": 701,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.726,
"latency_ms": 388,
"node_provider": "Azure_Sentinel",
"noise_level_db": 34
},
"timestamp": "2026-04-11T06:53:21Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.01,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.46,
"total_execution_ms": 6173
} | {
"fitness_score_update": -0.1,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1543401",
"timestamp": "2026-04-19T06:43:21Z",
"trace_id": "22a505c6-a38a-4637-928d-3ccbd132175d",
"weighted_score": 27.22
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.837,
"engine": "nemesis_planner",
"mcts_branches": 144,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.777,
"latency_ms": 324,
"node_provider": "Azure_Sentinel",
"noise_level_db": 34
},
"timestamp": "2026-04-19T06:43:21Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"componen... | {
"noise_penalty": 0.29,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.96,
"total_execution_ms": 6491
} | {
"fitness_score_update": 0.07,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1836366",
"timestamp": "2026-04-22T16:06:06Z",
"trace_id": "90a1eb0d-3dd1-44f1-abb8-b053cc74f941",
"weighted_score": 81.4
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.749,
"engine": "nemesis_planner",
"mcts_branches": 634,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.442,
"latency_ms": 183,
"node_provider": "CloudTrail",
"noise_level_db": 19
},
"timestamp": "2026-04-22T16:06:06Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.2,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.46,
"total_execution_ms": 5123
} | {
"fitness_score_update": 0.35,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1309988",
"timestamp": "2026-04-16T13:53:08Z",
"trace_id": "8b934835-57e8-4c4e-9adc-15b6c794cbd6",
"weighted_score": 23.04
} | {
"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": 0.855,
"engine": "nemesis_planner",
"mcts_branches": 722,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.742,
"latency_ms": 56,
"node_provider": "Azure_Sentinel",
"noise_level_db": 53
},
"timestamp": "2026-04-16T13:53:08Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"c... | {
"noise_penalty": 0.27,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.47,
"total_execution_ms": 8709
} | {
"fitness_score_update": 0.44,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1947190",
"timestamp": "2026-04-23T22:53:10Z",
"trace_id": "3caf29c1-d566-45db-a3ae-e3722a9fb2d7",
"weighted_score": 66.42
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.867,
"engine": "nemesis_planner",
"mcts_branches": 647,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.825,
"latency_ms": 478,
"node_provider": "Local_Syslog",
"noise_level_db": 64
},
"timestamp": "2026-04-23T22:53:10Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.22,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.42,
"total_execution_ms": 2081
} | {
"fitness_score_update": 0.29,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0256633",
"timestamp": "2026-04-04T09:17:13Z",
"trace_id": "19d76d94-08bf-4fee-a6ac-fe2b5bc9270e",
"weighted_score": 74.63
} | {
"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": 0.839,
"engine": "nemesis_planner",
"mcts_branches": 450,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.56,
"latency_ms": 258,
"node_provider": "CloudTrail",
"noise_level_db": 36
},
"timestamp": "2026-04-04T09:17:13Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component":... | {
"noise_penalty": 0.26,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.58,
"total_execution_ms": 4588
} | {
"fitness_score_update": 0.45,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1425301",
"timestamp": "2026-04-17T21:55:01Z",
"trace_id": "c4263d16-db9b-439a-8a6e-108d6d89d938",
"weighted_score": 47.45
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.867,
"engine": "nemesis_planner",
"mcts_branches": 571,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.921,
"latency_ms": 213,
"node_provider": "CrowdStrike",
"noise_level_db": 33
},
"timestamp": "2026-04-17T21:55:01Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
"noise_penalty": 0.48,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.41,
"total_execution_ms": 4200
} | {
"fitness_score_update": 0.45,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2445304",
"timestamp": "2026-04-29T17:15:04Z",
"trace_id": "562464e5-71a5-421a-a054-d3f4a4a0a2c0",
"weighted_score": 33.4
} | {
"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": 0.793,
"engine": "nemesis_planner",
"mcts_branches": 297,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.942,
"latency_ms": 91,
"node_provider": "Local_Syslog",
"noise_level_db": 77
},
"timestamp": "2026-04-29T17:15:04Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
"noise_penalty": 0.36,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.65,
"total_execution_ms": 2989
} | {
"fitness_score_update": 0.36,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1049993",
"timestamp": "2026-04-13T13:39:53Z",
"trace_id": "42b1c986-26a5-4d8d-8598-56834edf79a6",
"weighted_score": 73.81
} | {
"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": 0.847,
"engine": "nemesis_planner",
"mcts_branches": 664,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.504,
"latency_ms": 114,
"node_provider": "Azure_Sentinel",
"noise_level_db": 31
},
"timestamp": "2026-04-13T13:39:53Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"c... | {
"noise_penalty": 0.48,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.74,
"total_execution_ms": 2705
} | {
"fitness_score_update": 0.5,
"parameter_drift": "none"
} | detected_by_soc |
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