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": "impact_achieved",
"id": "NEMESIS-1342086",
"timestamp": "2026-04-16T22:48:06Z",
"trace_id": "cd517a10-e33c-4ab1-a59f-85d7ddb8ddc7",
"weighted_score": 53.25
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.881,
"engine": "nemesis_planner",
"mcts_branches": 310,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.816,
"latency_ms": 223,
"node_provider": "Local_Syslog",
"noise_level_db": 51
},
"timestamp": "2026-04-16T22:48:06Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"comp... | {
"noise_penalty": 0.15,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.58,
"total_execution_ms": 5593
} | {
"fitness_score_update": -0.06,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0381146",
"timestamp": "2026-04-05T19:52:26Z",
"trace_id": "c32be902-147e-4999-a1c8-9a3aec06c15a",
"weighted_score": 31.42
} | {
"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": 0.916,
"engine": "nemesis_planner",
"mcts_branches": 173,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.737,
"latency_ms": 125,
"node_provider": "Local_Syslog",
"noise_level_db": 47
},
"timestamp": "2026-04-05T19:52:26Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.39,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.9,
"total_execution_ms": 5031
} | {
"fitness_score_update": 0.17,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1037574",
"timestamp": "2026-04-13T10:12:54Z",
"trace_id": "7f7527cd-b08e-4466-8054-d87e28b58545",
"weighted_score": 42.69
} | {
"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": 0.73,
"engine": "nemesis_planner",
"mcts_branches": 742,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.315,
"latency_ms": 119,
"node_provider": "Azure_Sentinel",
"noise_level_db": 48
},
"timestamp": "2026-04-13T10:12:54Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
"noise_penalty": 0.02,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.98,
"total_execution_ms": 2703
} | {
"fitness_score_update": -0.04,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0565554",
"timestamp": "2026-04-07T23:05:54Z",
"trace_id": "53ede0bf-acd0-46e8-bddb-f0f5cf3f2ce3",
"weighted_score": 17.87
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.751,
"engine": "nemesis_planner",
"mcts_branches": 663,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.219,
"latency_ms": 231,
"node_provider": "CrowdStrike",
"noise_level_db": 51
},
"timestamp": "2026-04-07T23:05:54Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
"noise_penalty": 0.23,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.48,
"total_execution_ms": 5929
} | {
"fitness_score_update": -0.01,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1258117",
"timestamp": "2026-04-15T23:28:37Z",
"trace_id": "1e5e0b13-70fb-4e84-abc3-ed386d3e2567",
"weighted_score": 27.95
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.795,
"engine": "nemesis_planner",
"mcts_branches": 127,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.794,
"latency_ms": 29,
"node_provider": "CloudTrail",
"noise_level_db": 38
},
"timestamp": "2026-04-15T23:28:37Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"componen... | {
"noise_penalty": 0.24,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.41,
"total_execution_ms": 7036
} | {
"fitness_score_update": 0.42,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0729997",
"timestamp": "2026-04-09T20:46:37Z",
"trace_id": "bfa2b377-a972-4e2b-8fd5-aca806add3ea",
"weighted_score": 46.69
} | {
"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": 0.845,
"engine": "nemesis_planner",
"mcts_branches": 990,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.74,
"latency_ms": 64,
"node_provider": "CloudTrail",
"noise_level_db": 76
},
"timestamp": "2026-04-09T20:46:37Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"c... | {
"noise_penalty": 0.36,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.51,
"total_execution_ms": 1284
} | {
"fitness_score_update": -0.03,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0727321",
"timestamp": "2026-04-09T20:02:01Z",
"trace_id": "5a19c920-f721-4d28-aa5d-faf5ecb1bcc2",
"weighted_score": 16.77
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.861,
"engine": "nemesis_planner",
"mcts_branches": 900,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.934,
"latency_ms": 79,
"node_provider": "Local_Syslog",
"noise_level_db": 61
},
"timestamp": "2026-04-09T20:02:01Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
"noise_penalty": 0.12,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.81,
"total_execution_ms": 4341
} | {
"fitness_score_update": -0.07,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0889222",
"timestamp": "2026-04-11T17:00:22Z",
"trace_id": "ab19ff9d-c791-400b-b5aa-194ed779cdc2",
"weighted_score": 93.93
} | {
"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": 0.954,
"engine": "nemesis_planner",
"mcts_branches": 179,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.589,
"latency_ms": 171,
"node_provider": "CrowdStrike",
"noise_level_db": 11
},
"timestamp": "2026-04-11T17:00:22Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"com... | {
"noise_penalty": 0.2,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.46,
"total_execution_ms": 3623
} | {
"fitness_score_update": 0.01,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2278221",
"timestamp": "2026-04-27T18:50:21Z",
"trace_id": "3b100f29-7c03-403c-9887-be51cfcdd425",
"weighted_score": 56.87
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.858,
"engine": "nemesis_planner",
"mcts_branches": 171,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.437,
"latency_ms": 7,
"node_provider": "CrowdStrike",
"noise_level_db": 74
},
"timestamp": "2026-04-27T18:50:21Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
"noise_penalty": 0.33,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.8,
"total_execution_ms": 7014
} | {
"fitness_score_update": 0.06,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0622155",
"timestamp": "2026-04-08T14:49:15Z",
"trace_id": "4380c574-5462-4e16-8c5d-26e6256a7cf0",
"weighted_score": 49.08
} | {
"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": 0.744,
"engine": "nemesis_planner",
"mcts_branches": 315,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.796,
"latency_ms": 327,
"node_provider": "CrowdStrike",
"noise_level_db": 77
},
"timestamp": "2026-04-08T14:49:15Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
"noise_penalty": 0.3,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.92,
"total_execution_ms": 2871
} | {
"fitness_score_update": 0.42,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2481737",
"timestamp": "2026-04-30T03:22:17Z",
"trace_id": "1ed37e6d-30a8-4fd3-8475-9df9ea92ba0e",
"weighted_score": 39.34
} | {
"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"
} | {
"confidence_score": 0.929,
"engine": "nemesis_planner",
"mcts_branches": 217,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.344,
"latency_ms": 206,
"node_provider": "CrowdStrike",
"noise_level_db": 27
},
"timestamp": "2026-04-30T03:22:17Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compone... | {
"noise_penalty": 0.26,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.52,
"total_execution_ms": 4146
} | {
"fitness_score_update": 0.2,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0386470",
"timestamp": "2026-04-05T21:21:10Z",
"trace_id": "63ae6a6f-1193-48e5-a4b2-b7996a3906cd",
"weighted_score": 50.88
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.717,
"engine": "nemesis_planner",
"mcts_branches": 508,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.574,
"latency_ms": 490,
"node_provider": "CrowdStrike",
"noise_level_db": 26
},
"timestamp": "2026-04-05T21:21:10Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
"noise_penalty": 0.04,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.44,
"total_execution_ms": 3482
} | {
"fitness_score_update": 0.11,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1752839",
"timestamp": "2026-04-21T16:53:59Z",
"trace_id": "1e87bf63-0a74-44cf-a687-290b209be9ec",
"weighted_score": 73.61
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.878,
"engine": "nemesis_planner",
"mcts_branches": 574,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.813,
"latency_ms": 493,
"node_provider": "CloudTrail",
"noise_level_db": 26
},
"timestamp": "2026-04-21T16:53:59Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compon... | {
"noise_penalty": 0.13,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.88,
"total_execution_ms": 8480
} | {
"fitness_score_update": 0.41,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0473173",
"timestamp": "2026-04-06T21:26:13Z",
"trace_id": "433469e8-20d6-4364-90a4-8fe55834004b",
"weighted_score": 49.22
} | {
"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": 0.74,
"engine": "nemesis_planner",
"mcts_branches": 592,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.463,
"latency_ms": 324,
"node_provider": "CloudTrail",
"noise_level_db": 29
},
"timestamp": "2026-04-06T21:26:13Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
"noise_penalty": 0.04,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.78,
"total_execution_ms": 9757
} | {
"fitness_score_update": 0.11,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2374357",
"timestamp": "2026-04-28T21:32:37Z",
"trace_id": "56dd92d6-fd33-4967-a60e-9920c2b6ce7c",
"weighted_score": 53.05
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.85,
"engine": "nemesis_planner",
"mcts_branches": 724,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.908,
"latency_ms": 292,
"node_provider": "Local_Syslog",
"noise_level_db": 56
},
"timestamp": "2026-04-28T21:32:37Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.46,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.52,
"total_execution_ms": 7191
} | {
"fitness_score_update": 0.07,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1091896",
"timestamp": "2026-04-14T01:18:16Z",
"trace_id": "909c650c-7806-49fa-a5ac-13be7dbde5fa",
"weighted_score": 98.01
} | {
"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": 0.706,
"engine": "nemesis_planner",
"mcts_branches": 951,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.756,
"latency_ms": 61,
"node_provider": "CrowdStrike",
"noise_level_db": 48
},
"timestamp": "2026-04-14T01:18:16Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
"noise_penalty": 0.2,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.44,
"total_execution_ms": 3188
} | {
"fitness_score_update": 0.1,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1376831",
"timestamp": "2026-04-17T08:27:11Z",
"trace_id": "10eb04ce-aef1-4d40-8a25-a64104ef5187",
"weighted_score": 47.09
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.877,
"engine": "nemesis_planner",
"mcts_branches": 341,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.496,
"latency_ms": 74,
"node_provider": "Azure_Sentinel",
"noise_level_db": 68
},
"timestamp": "2026-04-17T08:27:11Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"c... | {
"noise_penalty": 0.35,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.69,
"total_execution_ms": 9285
} | {
"fitness_score_update": -0.05,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1652042",
"timestamp": "2026-04-20T12:54:02Z",
"trace_id": "779f2525-d2e3-4bf9-9332-cc159f07994f",
"weighted_score": 88.39
} | {
"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": 0.781,
"engine": "nemesis_planner",
"mcts_branches": 369,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "CloudTrail",
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},
"timestamp": "2026-04-20T12:54:02Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"success_rate": 0.69,
"total_execution_ms": 5308
} | {
"fitness_score_update": 0.07,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1010485",
"timestamp": "2026-04-13T02:41:25Z",
"trace_id": "8e57de9f-aa2e-4a39-9bea-f2f502f4f840",
"weighted_score": 27.05
} | {
"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": 0.863,
"engine": "nemesis_planner",
"mcts_branches": 976,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "Azure_Sentinel",
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},
"timestamp": "2026-04-13T02:41:25Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"success_rate": 0.45,
"total_execution_ms": 6780
} | {
"fitness_score_update": 0.21,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2475805",
"timestamp": "2026-04-30T01:43:25Z",
"trace_id": "d400d414-5647-4dae-afe7-f6b3e2551300",
"weighted_score": 86.97
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.954,
"engine": "nemesis_planner",
"mcts_branches": 548,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-30T01:43:25Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 2354
} | {
"fitness_score_update": 0.15,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0323125",
"timestamp": "2026-04-05T03:45:25Z",
"trace_id": "b7cf0abc-d102-4387-9acb-dd22dd510961",
"weighted_score": 19.83
} | {
"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": 0.989,
"engine": "nemesis_planner",
"mcts_branches": 351,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-05T03:45:25Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"success_rate": 0.67,
"total_execution_ms": 4192
} | {
"fitness_score_update": -0.02,
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0404655",
"timestamp": "2026-04-06T02:24:15Z",
"trace_id": "13805474-5fa8-48f6-a812-116a0967e66f",
"weighted_score": 89.68
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.908,
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"mcts_branches": 128,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-06T02:24:15Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"c... | {
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"total_execution_ms": 3795
} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1974309",
"timestamp": "2026-04-24T06:25:09Z",
"trace_id": "28ddaa93-955b-4162-8ca1-5477f153c60a",
"weighted_score": 10.33
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.872,
"engine": "nemesis_planner",
"mcts_branches": 176,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-24T06:25:09Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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"success_rate": 0.51,
"total_execution_ms": 5235
} | {
"fitness_score_update": -0.01,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1642246",
"timestamp": "2026-04-20T10:10:46Z",
"trace_id": "59f1bc52-f3f7-47f1-bc10-7f16f1e54707",
"weighted_score": 27.33
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-20T10:10:46Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 9835
} | {
"fitness_score_update": 0.33,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1923045",
"timestamp": "2026-04-23T16:10:45Z",
"trace_id": "2567c684-054c-4502-a53b-ae27609144fb",
"weighted_score": 29.64
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-23T16:10:45Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 5336
} | {
"fitness_score_update": 0.28,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0148697",
"timestamp": "2026-04-03T03:18:17Z",
"trace_id": "77a39fe9-290b-43e6-82b4-310fd66577a1",
"weighted_score": 88.42
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
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"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-03T03:18:17Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"c... | {
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"success_rate": 0.99,
"total_execution_ms": 6548
} | {
"fitness_score_update": 0.18,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2221659",
"timestamp": "2026-04-27T03:07:39Z",
"trace_id": "c533aa88-b9da-4984-b9e4-c396fcb48912",
"weighted_score": 38.53
} | {
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"chain": "us-east-1",
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"protocol": "AWS-Cloud",
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} | {
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"engine": "nemesis_planner",
"mcts_branches": 822,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-27T03:07:39Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 2677
} | {
"fitness_score_update": -0.04,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0778285",
"timestamp": "2026-04-10T10:11:25Z",
"trace_id": "f925dcc5-aeab-4723-a39e-11068559c438",
"weighted_score": 56.89
} | {
"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": "2026-04-10T10:11:25Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 8592
} | {
"fitness_score_update": -0.06,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1738211",
"timestamp": "2026-04-21T12:50:11Z",
"trace_id": "6534d785-2c9d-416d-a08c-793cf3d1005e",
"weighted_score": 90.18
} | {
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"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-21T12:50:11Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"... | {
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"total_execution_ms": 1621
} | {
"fitness_score_update": 0.37,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0217333",
"timestamp": "2026-04-03T22:22:13Z",
"trace_id": "12cbabae-bd27-4326-91b4-d033ba4f2fc3",
"weighted_score": 93.26
} | {
"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": 0.731,
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-03T22:22:13Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 3938
} | {
"fitness_score_update": 0.27,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1140629",
"timestamp": "2026-04-14T14:50:29Z",
"trace_id": "96464f99-ff21-475a-a3b6-9d26a3173981",
"weighted_score": 89.78
} | {
"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": "2026-04-14T14:50:29Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
... | {
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"total_execution_ms": 9220
} | {
"fitness_score_update": 0.21,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0967741",
"timestamp": "2026-04-12T14:49:01Z",
"trace_id": "32374ee9-e52c-44b0-8a1a-bcad6282a3cb",
"weighted_score": 70.98
} | {
"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"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-12T14:49:01Z"
},
{
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"success_rate": 0.6,
"total_execution_ms": 9937
} | {
"fitness_score_update": 0.08,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
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"id": "NEMESIS-2326517",
"timestamp": "2026-04-28T08:15:17Z",
"trace_id": "ccf18ef7-b7fa-4c4e-8740-d201cab99c7d",
"weighted_score": 72.9
} | {
"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"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-28T08:15:17Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 2555
} | {
"fitness_score_update": 0.03,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0269566",
"timestamp": "2026-04-04T12:52:46Z",
"trace_id": "0fe0a98f-b544-4c57-a1b4-bfebd503491c",
"weighted_score": 59.49
} | {
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"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-04T12:52:46Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 3746
} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2106697",
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"trace_id": "749aabde-67dd-4c31-8a38-ec4723fd13b9",
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} | {
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"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
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},
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},
{
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
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"trace_id": "4f3e3572-cbe3-43ce-b097-5bc297e8f3b4",
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} | {
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} | {
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} | [
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},
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},
{
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} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
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"timestamp": "2026-04-25T21:31:28Z",
"trace_id": "badda03e-7488-48f4-8858-eee231606cf1",
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} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
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"trigger": "unusual_ingress_traffic"
} | {
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} | [
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},
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},
{
"action": "EXPLOIT_SQL_INJECTION",
... | {
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
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"timestamp": "2026-04-20T19:54:56Z",
"trace_id": "ce687af0-c993-4d05-94ff-07ea91101f9e",
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} | {
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"protocol": "Kubernetes",
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} | {
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} | [
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},
{
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
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} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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} | [
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},
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},
{
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
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} | {
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} | {
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} | [
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},
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},
{
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} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
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} | {
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} | [
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},
{
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} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
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} | {
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} | {
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} | [
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},
{
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
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"trace_id": "4c861f78-46e5-4078-817d-344b80bedb9c",
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} | {
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} | {
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} | [
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},
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},
{
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
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"trace_id": "85c4c5e4-94f6-48e2-99d0-85a2c44106ce",
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} | {
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} | {
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} | [
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},
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},
{
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"... | {
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"total_execution_ms": 4227
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2031826",
"timestamp": "2026-04-24T22:23:46Z",
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} | {
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} | {
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} | [
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},
{
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
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} | {
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} | {
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} | [
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},
{
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} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
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} | {
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} | {
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} | [
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},
{
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... | {
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
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"timestamp": "2026-04-03T18:27:05Z",
"trace_id": "1fe6280e-f7ff-48bf-a056-16b23592ed7a",
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} | {
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} | {
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},
{
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
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} | {
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} | {
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} | [
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},
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},
{
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
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"trace_id": "30aa58fd-26ee-47e2-8c4e-255039d35920",
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} | {
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} | {
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} | [
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},
"timestamp": "2026-04-28T16:23:42Z"
},
{
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} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
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"id": "NEMESIS-1893203",
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"trace_id": "8deb0990-5ef6-4a83-b949-77c4b975c532",
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} | {
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} | {
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} | [
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},
"timestamp": "2026-04-23T07:53:23Z"
},
{
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"... | {
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"success_rate": 0.48,
"total_execution_ms": 3188
} | {
"fitness_score_update": 0.14,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0648336",
"timestamp": "2026-04-08T22:05:36Z",
"trace_id": "17f5f244-916a-41f7-be8b-4a266e8a5c0d",
"weighted_score": 27.4
} | {
"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": 0.936,
"engine": "nemesis_planner",
"mcts_branches": 633,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
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},
"timestamp": "2026-04-08T22:05:36Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component":... | {
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"success_rate": 0.94,
"total_execution_ms": 3752
} | {
"fitness_score_update": 0.15,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1454899",
"timestamp": "2026-04-18T06:08:19Z",
"trace_id": "7ce7b1ac-5354-40e6-b7b0-d900d3b20908",
"weighted_score": 32.59
} | {
"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": 0.911,
"engine": "nemesis_planner",
"mcts_branches": 817,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-18T06:08:19Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"success_rate": 0.5,
"total_execution_ms": 4329
} | {
"fitness_score_update": 0.24,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0842917",
"timestamp": "2026-04-11T04:08:37Z",
"trace_id": "32bb9945-1470-484f-bc86-4c7cd544a611",
"weighted_score": 78.58
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 817,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-11T04:08:37Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"comp... | {
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"total_execution_ms": 2886
} | {
"fitness_score_update": 0,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1353612",
"timestamp": "2026-04-17T02:00:12Z",
"trace_id": "d6fc1111-ab18-4160-b929-f17febd16109",
"weighted_score": 30.03
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.874,
"engine": "nemesis_planner",
"mcts_branches": 365,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-17T02:00:12Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 7590
} | {
"fitness_score_update": -0.07,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0196845",
"timestamp": "2026-04-03T16:40:45Z",
"trace_id": "9847b600-b920-493a-8597-d24a807e58e1",
"weighted_score": 33.5
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.781,
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-03T16:40:45Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
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"total_execution_ms": 2610
} | {
"fitness_score_update": 0,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1606764",
"timestamp": "2026-04-20T00:19:24Z",
"trace_id": "2f4fdde8-7c34-49e9-8956-f169895711f6",
"weighted_score": 72.94
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 878,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-20T00:19:24Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
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"total_execution_ms": 7905
} | {
"fitness_score_update": 0.05,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2496648",
"timestamp": "2026-04-30T07:30:48Z",
"trace_id": "638784e5-4469-4c96-8f65-bac3c56ec42c",
"weighted_score": 90.95
} | {
"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": 0.903,
"engine": "nemesis_planner",
"mcts_branches": 459,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-30T07:30:48Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"total_execution_ms": 2567
} | {
"fitness_score_update": 0.32,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1293359",
"timestamp": "2026-04-16T09:15:59Z",
"trace_id": "1c4f6a1b-f839-409f-90f7-f64bee8f719f",
"weighted_score": 42.29
} | {
"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": 0.856,
"engine": "nemesis_planner",
"mcts_branches": 174,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-16T09:15:59Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"total_execution_ms": 7218
} | {
"fitness_score_update": 0.33,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0772140",
"timestamp": "2026-04-10T08:29:00Z",
"trace_id": "f2effe51-0985-49eb-b805-649c09b328a7",
"weighted_score": 44.18
} | {
"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": 0.967,
"engine": "nemesis_planner",
"mcts_branches": 982,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-10T08:29:00Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"success_rate": 0.86,
"total_execution_ms": 6861
} | {
"fitness_score_update": 0.44,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2287595",
"timestamp": "2026-04-27T21:26:35Z",
"trace_id": "008daf81-76fd-4355-bfd2-b4c872e1789d",
"weighted_score": 91.98
} | {
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"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.847,
"engine": "nemesis_planner",
"mcts_branches": 333,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-27T21:26:35Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.83,
"total_execution_ms": 7692
} | {
"fitness_score_update": 0.03,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1918006",
"timestamp": "2026-04-23T14:46:46Z",
"trace_id": "a0d8d076-7971-4068-bf2b-d435edc3fb6a",
"weighted_score": 52.26
} | {
"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": 0.769,
"engine": "nemesis_planner",
"mcts_branches": 271,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"noise_level_db": 77
},
"timestamp": "2026-04-23T14:46:46Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"com... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.87,
"total_execution_ms": 4863
} | {
"fitness_score_update": 0.26,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1336235",
"timestamp": "2026-04-16T21:10:35Z",
"trace_id": "e4285372-d0d8-410b-ba29-30814a6d1317",
"weighted_score": 18.56
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 882,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-16T21:10:35Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
... | {
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"success_rate": 0.83,
"total_execution_ms": 8020
} | {
"fitness_score_update": -0.05,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0520884",
"timestamp": "2026-04-07T10:41:24Z",
"trace_id": "305a9213-1c47-40ca-bb68-c450b69a7940",
"weighted_score": 15.38
} | {
"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": 0.825,
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "CrowdStrike",
"noise_level_db": 15
},
"timestamp": "2026-04-07T10:41:24Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"success_rate": 0.63,
"total_execution_ms": 3069
} | {
"fitness_score_update": 0.2,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2222226",
"timestamp": "2026-04-27T03:17:06Z",
"trace_id": "0842fc22-a3ef-4cda-94d6-403eea9a1ab9",
"weighted_score": 38.21
} | {
"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": 0.931,
"engine": "nemesis_planner",
"mcts_branches": 502,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-27T03:17:06Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
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"success_rate": 0.71,
"total_execution_ms": 7233
} | {
"fitness_score_update": 0.26,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0378394",
"timestamp": "2026-04-05T19:06:34Z",
"trace_id": "53445a73-1075-4a0e-8a76-84e943a4a55a",
"weighted_score": 12.01
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 441,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-05T19:06:34Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component": ... | {
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"total_execution_ms": 1274
} | {
"fitness_score_update": -0.06,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0034000",
"timestamp": "2026-04-01T19:26:40Z",
"trace_id": "38807404-ef68-4149-87c3-1f017c2ad737",
"weighted_score": 38.61
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 232,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "Azure_Sentinel",
"noise_level_db": 12
},
"timestamp": "2026-04-01T19:26:40Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"com... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.79,
"total_execution_ms": 3225
} | {
"fitness_score_update": 0.24,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1489995",
"timestamp": "2026-04-18T15:53:15Z",
"trace_id": "64664977-9ccc-4923-9180-d0753c95125f",
"weighted_score": 89.84
} | {
"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"
} | {
"confidence_score": 0.851,
"engine": "nemesis_planner",
"mcts_branches": 321,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-18T15:53:15Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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"total_execution_ms": 8254
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0893859",
"timestamp": "2026-04-11T18:17:39Z",
"trace_id": "04b781d3-3676-44ef-8831-e47f9b4ee2c4",
"weighted_score": 36.53
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.94,
"engine": "nemesis_planner",
"mcts_branches": 940,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-11T18:17:39Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2281765",
"timestamp": "2026-04-27T19:49:25Z",
"trace_id": "de613f9a-93d5-41ca-982c-78d04627ec43",
"weighted_score": 40.71
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"mcts_branches": 101,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-27T19:49:25Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1538975",
"timestamp": "2026-04-19T05:29:35Z",
"trace_id": "2ebe4050-e743-48fc-8048-8ff038194b5a",
"weighted_score": 80.26
} | {
"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": 0.871,
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"winning_strategy": "Stealth_Escalation"
} | [
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},
"timestamp": "2026-04-19T05:29:35Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 2883
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1729647",
"timestamp": "2026-04-21T10:27:27Z",
"trace_id": "c5559c4d-daa6-4052-a745-06337541a0d4",
"weighted_score": 37.01
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.776,
"engine": "nemesis_planner",
"mcts_branches": 352,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-21T10:27:27Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 5662
} | {
"fitness_score_update": 0.03,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1613732",
"timestamp": "2026-04-20T02:15:32Z",
"trace_id": "6b93f28c-cf66-47ee-9a60-4347f7799b97",
"weighted_score": 48.85
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 568,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-20T02:15:32Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2263547",
"timestamp": "2026-04-27T14:45:47Z",
"trace_id": "68540ac9-c13f-49b4-9caa-8144474ec78a",
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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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},
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},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2345556",
"timestamp": "2026-04-28T13:32:36Z",
"trace_id": "9969b5e5-a8b4-4b88-8f5e-83fe5d166402",
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} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
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"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-28T13:32:36Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 3591
} | {
"fitness_score_update": 0.33,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0914522",
"timestamp": "2026-04-12T00:02:02Z",
"trace_id": "27555029-14cf-40e0-8514-e7ad89327a82",
"weighted_score": 28.25
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
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"protocol": "Kubernetes",
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} | {
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} | [
{
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},
"timestamp": "2026-04-12T00:02:02Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2121169",
"timestamp": "2026-04-25T23:12:49Z",
"trace_id": "7a8a4d1f-837b-4837-b974-2752cbb8fff9",
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} | {
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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": "2026-04-25T23:12:49Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 7434
} | {
"fitness_score_update": 0.1,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2482330",
"timestamp": "2026-04-30T03:32:10Z",
"trace_id": "bd7a205e-255d-4b52-bf43-48c14ce14222",
"weighted_score": 48.76
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-30T03:32:10Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"success_rate": 0.82,
"total_execution_ms": 5699
} | {
"fitness_score_update": 0.49,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2321518",
"timestamp": "2026-04-28T06:51:58Z",
"trace_id": "fdc12f86-4903-4008-9534-60232784f8f7",
"weighted_score": 70.91
} | {
"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": "2026-04-28T06:51:58Z"
},
{
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"total_execution_ms": 5390
} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1488069",
"timestamp": "2026-04-18T15:21:09Z",
"trace_id": "336cd9b0-9b68-4c8d-aac3-96eb01f21cea",
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} | {
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"chain": "us-east-1",
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"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"mcts_branches": 491,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-18T15:21:09Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"success_rate": 0.87,
"total_execution_ms": 2441
} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0010400",
"timestamp": "2026-04-01T12:53:20Z",
"trace_id": "ada9b7b4-516c-42b9-bcc4-eb27fe2f651b",
"weighted_score": 22.55
} | {
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"chain": "ubuntu-22.04",
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"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 507,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-01T12:53:20Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 9679
} | {
"fitness_score_update": 0.29,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0479045",
"timestamp": "2026-04-06T23:04:05Z",
"trace_id": "02308fdb-564c-4bc8-ad16-894666e2214f",
"weighted_score": 86.82
} | {
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"chain": "ubuntu-22.04",
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"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"mcts_branches": 866,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-06T23:04:05Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
... | {
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"success_rate": 0.73,
"total_execution_ms": 6231
} | {
"fitness_score_update": 0.08,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0880825",
"timestamp": "2026-04-11T14:40:25Z",
"trace_id": "9a749c0c-7ae4-4cda-ba4d-bac277eadb2b",
"weighted_score": 39.73
} | {
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"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"mcts_branches": 714,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-11T14:40:25Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 8360
} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1881380",
"timestamp": "2026-04-23T04:36:20Z",
"trace_id": "c6a9168e-d626-4b8d-9d3c-a7a514f0ab0f",
"weighted_score": 65.97
} | {
"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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"mcts_branches": 556,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-23T04:36:20Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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} | {
"fitness_score_update": 0.38,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1240553",
"timestamp": "2026-04-15T18:35:53Z",
"trace_id": "e574cc9a-e2f9-4d11-9b3a-38cd351b06b8",
"weighted_score": 31.64
} | {
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"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-15T18:35:53Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"noise_penalty": 0.05,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.88,
"total_execution_ms": 7225
} | {
"fitness_score_update": 0.09,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0427657",
"timestamp": "2026-04-06T08:47:37Z",
"trace_id": "66cd3cae-1824-4219-b6fa-e065242d68f6",
"weighted_score": 13.66
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.852,
"engine": "nemesis_planner",
"mcts_branches": 885,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.391,
"latency_ms": 365,
"node_provider": "CrowdStrike",
"noise_level_db": 22
},
"timestamp": "2026-04-06T08:47:37Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"com... | {
"noise_penalty": 0.07,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.62,
"total_execution_ms": 9029
} | {
"fitness_score_update": -0.02,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1026411",
"timestamp": "2026-04-13T07:06:51Z",
"trace_id": "5b85c292-50be-46bd-a1e8-526de980fa3c",
"weighted_score": 94.7
} | {
"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": 0.952,
"engine": "nemesis_planner",
"mcts_branches": 467,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.362,
"latency_ms": 203,
"node_provider": "Local_Syslog",
"noise_level_db": 28
},
"timestamp": "2026-04-13T07:06:51Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"comp... | {
"noise_penalty": 0.07,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.98,
"total_execution_ms": 6964
} | {
"fitness_score_update": 0.11,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0205058",
"timestamp": "2026-04-03T18:57:38Z",
"trace_id": "140ba3e3-c006-4f32-9e83-2e953e4e562f",
"weighted_score": 33.34
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.972,
"engine": "nemesis_planner",
"mcts_branches": 940,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.451,
"latency_ms": 114,
"node_provider": "Azure_Sentinel",
"noise_level_db": 21
},
"timestamp": "2026-04-03T18:57:38Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.17,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.79,
"total_execution_ms": 2291
} | {
"fitness_score_update": 0.17,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2357983",
"timestamp": "2026-04-28T16:59:43Z",
"trace_id": "807af9b9-5fbc-4dec-927b-e00f15803afd",
"weighted_score": 57.34
} | {
"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"
} | {
"confidence_score": 0.73,
"engine": "nemesis_planner",
"mcts_branches": 400,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.16,
"latency_ms": 175,
"node_provider": "Azure_Sentinel",
"noise_level_db": 22
},
"timestamp": "2026-04-28T16:59:43Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"... | {
"noise_penalty": 0.06,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.56,
"total_execution_ms": 5032
} | {
"fitness_score_update": -0.08,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1293734",
"timestamp": "2026-04-16T09:22:14Z",
"trace_id": "6ef395c6-9995-4f29-a71f-5b7971e2b54d",
"weighted_score": 45.88
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.936,
"engine": "nemesis_planner",
"mcts_branches": 373,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.927,
"latency_ms": 374,
"node_provider": "Azure_Sentinel",
"noise_level_db": 34
},
"timestamp": "2026-04-16T09:22:14Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.25,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.51,
"total_execution_ms": 9674
} | {
"fitness_score_update": 0.33,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2076539",
"timestamp": "2026-04-25T10:48:59Z",
"trace_id": "a1425a6e-372d-4f7b-958d-c6e53f31cb6f",
"weighted_score": 23.84
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.764,
"engine": "nemesis_planner",
"mcts_branches": 815,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.231,
"latency_ms": 68,
"node_provider": "CrowdStrike",
"noise_level_db": 56
},
"timestamp": "2026-04-25T10:48:59Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
"noise_penalty": 0.03,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.62,
"total_execution_ms": 5121
} | {
"fitness_score_update": 0.02,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0639454",
"timestamp": "2026-04-08T19:37:34Z",
"trace_id": "e959a261-a602-432d-a30a-cdc1110df045",
"weighted_score": 20.27
} | {
"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": 0.922,
"engine": "nemesis_planner",
"mcts_branches": 104,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.402,
"latency_ms": 11,
"node_provider": "CrowdStrike",
"noise_level_db": 44
},
"timestamp": "2026-04-08T19:37:34Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compon... | {
"noise_penalty": 0.13,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.84,
"total_execution_ms": 7450
} | {
"fitness_score_update": 0.31,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0276857",
"timestamp": "2026-04-04T14:54:17Z",
"trace_id": "325b8454-79d5-4597-97b6-4bfd9c37bace",
"weighted_score": 71.93
} | {
"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": 0.74,
"engine": "nemesis_planner",
"mcts_branches": 989,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.743,
"latency_ms": 321,
"node_provider": "Local_Syslog",
"noise_level_db": 41
},
"timestamp": "2026-04-04T14:54:17Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.49,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.86,
"total_execution_ms": 2180
} | {
"fitness_score_update": 0.33,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2091748",
"timestamp": "2026-04-25T15:02:28Z",
"trace_id": "325a0522-63f2-48c6-8406-abca357b80a3",
"weighted_score": 36.33
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.815,
"engine": "nemesis_planner",
"mcts_branches": 299,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.113,
"latency_ms": 472,
"node_provider": "CloudTrail",
"noise_level_db": 62
},
"timestamp": "2026-04-25T15:02:28Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.38,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.73,
"total_execution_ms": 4182
} | {
"fitness_score_update": 0.37,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0824270",
"timestamp": "2026-04-10T22:57:50Z",
"trace_id": "e87770b7-b665-48e5-928e-32fb906b3c15",
"weighted_score": 10.69
} | {
"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": 0.925,
"engine": "nemesis_planner",
"mcts_branches": 695,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.983,
"latency_ms": 67,
"node_provider": "CrowdStrike",
"noise_level_db": 71
},
"timestamp": "2026-04-10T22:57:50Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compon... | {
"noise_penalty": 0.17,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.42,
"total_execution_ms": 6297
} | {
"fitness_score_update": 0.16,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0726860",
"timestamp": "2026-04-09T19:54:20Z",
"trace_id": "ab9195ba-6f8b-4139-9643-b2211a27fe19",
"weighted_score": 66.04
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.971,
"engine": "nemesis_planner",
"mcts_branches": 988,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.181,
"latency_ms": 461,
"node_provider": "Local_Syslog",
"noise_level_db": 76
},
"timestamp": "2026-04-09T19:54:20Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"c... | {
"noise_penalty": 0.13,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.77,
"total_execution_ms": 1985
} | {
"fitness_score_update": 0.43,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2281412",
"timestamp": "2026-04-27T19:43:32Z",
"trace_id": "71cc1328-a680-4f8d-92dd-6b0eebce1de7",
"weighted_score": 52.55
} | {
"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": 0.963,
"engine": "nemesis_planner",
"mcts_branches": 984,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.374,
"latency_ms": 470,
"node_provider": "CrowdStrike",
"noise_level_db": 24
},
"timestamp": "2026-04-27T19:43:32Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.41,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.86,
"total_execution_ms": 9813
} | {
"fitness_score_update": 0.26,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0909243",
"timestamp": "2026-04-11T22:34:03Z",
"trace_id": "49a1c33a-ace8-4105-b6c9-e1bea6d6e6f6",
"weighted_score": 88.65
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.778,
"engine": "nemesis_planner",
"mcts_branches": 206,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.784,
"latency_ms": 455,
"node_provider": "Local_Syslog",
"noise_level_db": 41
},
"timestamp": "2026-04-11T22:34:03Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"c... | {
"noise_penalty": 0.29,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.67,
"total_execution_ms": 7995
} | {
"fitness_score_update": 0.05,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2272820",
"timestamp": "2026-04-27T17:20:20Z",
"trace_id": "8d43519b-ba3e-469b-83e9-f2a1994d385c",
"weighted_score": 53.4
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.76,
"engine": "nemesis_planner",
"mcts_branches": 388,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.155,
"latency_ms": 205,
"node_provider": "Local_Syslog",
"noise_level_db": 33
},
"timestamp": "2026-04-27T17:20:20Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"comp... | {
"noise_penalty": 0.1,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.63,
"total_execution_ms": 4892
} | {
"fitness_score_update": -0.02,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0059097",
"timestamp": "2026-04-02T02:24:57Z",
"trace_id": "8b66296b-4736-4640-8a28-6e330ae94024",
"weighted_score": 11.16
} | {
"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": 0.92,
"engine": "nemesis_planner",
"mcts_branches": 122,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.188,
"latency_ms": 475,
"node_provider": "CloudTrail",
"noise_level_db": 43
},
"timestamp": "2026-04-02T02:24:57Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.13,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.94,
"total_execution_ms": 7623
} | {
"fitness_score_update": 0.3,
"parameter_drift": "none"
} | blocked_by_edr |
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