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": "exfiltration_complete",
"id": "NEMESIS-2013871",
"timestamp": "2026-04-24T17:24:31Z",
"trace_id": "f35a8fd5-c596-40dc-b027-e35fe35a151a",
"weighted_score": 19.55
} | {
"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": 0.745,
"engine": "nemesis_planner",
"mcts_branches": 104,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.727,
"latency_ms": 308,
"node_provider": "CloudTrail",
"noise_level_db": 63
},
"timestamp": "2026-04-24T17:24:31Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.22,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.4,
"total_execution_ms": 9416
} | {
"fitness_score_update": -0.09,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1720348",
"timestamp": "2026-04-21T07:52:28Z",
"trace_id": "0f2c8444-e4af-4df1-af18-8d725fbd79fc",
"weighted_score": 71.79
} | {
"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": 466,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.552,
"latency_ms": 406,
"node_provider": "Local_Syslog",
"noise_level_db": 11
},
"timestamp": "2026-04-21T07:52:28Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.15,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.41,
"total_execution_ms": 2320
} | {
"fitness_score_update": 0.27,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0607495",
"timestamp": "2026-04-08T10:44:55Z",
"trace_id": "bea0c6ef-1539-4ee5-ac06-a555eac37d3f",
"weighted_score": 83.67
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.818,
"engine": "nemesis_planner",
"mcts_branches": 876,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.67,
"latency_ms": 359,
"node_provider": "CrowdStrike",
"noise_level_db": 58
},
"timestamp": "2026-04-08T10:44:55Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compon... | {
"noise_penalty": 0.4,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.5,
"total_execution_ms": 4228
} | {
"fitness_score_update": 0.16,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1452247",
"timestamp": "2026-04-18T05:24:07Z",
"trace_id": "186e81aa-2cea-4afc-9481-5a57c8fd9f7b",
"weighted_score": 19.47
} | {
"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": 0.93,
"engine": "nemesis_planner",
"mcts_branches": 384,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.38,
"latency_ms": 280,
"node_provider": "CrowdStrike",
"noise_level_db": 27
},
"timestamp": "2026-04-18T05:24:07Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
"noise_penalty": 0.05,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.8,
"total_execution_ms": 5205
} | {
"fitness_score_update": 0.08,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2254424",
"timestamp": "2026-04-27T12:13:44Z",
"trace_id": "5498bfdc-4eec-422b-9d08-db45d63fd3f4",
"weighted_score": 33.1
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.934,
"engine": "nemesis_planner",
"mcts_branches": 220,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.188,
"latency_ms": 438,
"node_provider": "Azure_Sentinel",
"noise_level_db": 42
},
"timestamp": "2026-04-27T12:13:44Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
... | {
"noise_penalty": 0.25,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.48,
"total_execution_ms": 6321
} | {
"fitness_score_update": 0.06,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1488109",
"timestamp": "2026-04-18T15:21:49Z",
"trace_id": "2abf7d85-8d95-4ac0-ad5c-4a44ebfc658d",
"weighted_score": 71.75
} | {
"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": 0.95,
"engine": "nemesis_planner",
"mcts_branches": 622,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.25,
"latency_ms": 225,
"node_provider": "Local_Syslog",
"noise_level_db": 34
},
"timestamp": "2026-04-18T15:21:49Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
"noise_penalty": 0.31,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.47,
"total_execution_ms": 8584
} | {
"fitness_score_update": 0.23,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1114680",
"timestamp": "2026-04-14T07:38:00Z",
"trace_id": "da564be7-bfae-476e-b405-bd7fb42f36f8",
"weighted_score": 52.12
} | {
"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": 0.701,
"engine": "nemesis_planner",
"mcts_branches": 232,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.428,
"latency_ms": 8,
"node_provider": "CrowdStrike",
"noise_level_db": 58
},
"timestamp": "2026-04-14T07:38:00Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"componen... | {
"noise_penalty": 0.33,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.43,
"total_execution_ms": 9857
} | {
"fitness_score_update": 0.04,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1233716",
"timestamp": "2026-04-15T16:41:56Z",
"trace_id": "14841c9c-bfea-4c6e-82f2-68f7142b1804",
"weighted_score": 87.74
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.808,
"engine": "nemesis_planner",
"mcts_branches": 880,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.423,
"latency_ms": 214,
"node_provider": "Azure_Sentinel",
"noise_level_db": 13
},
"timestamp": "2026-04-15T16:41:56Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"c... | {
"noise_penalty": 0.3,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.76,
"total_execution_ms": 4648
} | {
"fitness_score_update": 0.37,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0918931",
"timestamp": "2026-04-12T01:15:31Z",
"trace_id": "eb9d7868-e217-498b-aed1-c8276caffe78",
"weighted_score": 54.81
} | {
"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": 0.852,
"engine": "nemesis_planner",
"mcts_branches": 141,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.117,
"latency_ms": 369,
"node_provider": "Azure_Sentinel",
"noise_level_db": 26
},
"timestamp": "2026-04-12T01:15:31Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"c... | {
"noise_penalty": 0.02,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.79,
"total_execution_ms": 8413
} | {
"fitness_score_update": 0.02,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1716832",
"timestamp": "2026-04-21T06:53:52Z",
"trace_id": "e8292cd2-9d3e-4062-8603-49d69e97cf01",
"weighted_score": 42.49
} | {
"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"
} | {
"confidence_score": 0.936,
"engine": "nemesis_planner",
"mcts_branches": 759,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.155,
"latency_ms": 319,
"node_provider": "CloudTrail",
"noise_level_db": 21
},
"timestamp": "2026-04-21T06:53:52Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
"noise_penalty": 0.35,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.65,
"total_execution_ms": 3858
} | {
"fitness_score_update": -0.03,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0103753",
"timestamp": "2026-04-02T14:49:13Z",
"trace_id": "ed0c7ec5-9071-4f2c-b1b2-5b8c9ba9f7b5",
"weighted_score": 98.74
} | {
"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": 0.913,
"engine": "nemesis_planner",
"mcts_branches": 559,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.758,
"latency_ms": 139,
"node_provider": "CrowdStrike",
"noise_level_db": 59
},
"timestamp": "2026-04-02T14:49:13Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
"noise_penalty": 0.24,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.78,
"total_execution_ms": 5876
} | {
"fitness_score_update": 0.16,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2169247",
"timestamp": "2026-04-26T12:34:07Z",
"trace_id": "29f4156c-d42f-49ae-a144-2abcf63fce98",
"weighted_score": 81.53
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.761,
"engine": "nemesis_planner",
"mcts_branches": 119,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.443,
"latency_ms": 172,
"node_provider": "Local_Syslog",
"noise_level_db": 42
},
"timestamp": "2026-04-26T12:34:07Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"comp... | {
"noise_penalty": 0.47,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.98,
"total_execution_ms": 3981
} | {
"fitness_score_update": 0.28,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1626527",
"timestamp": "2026-04-20T05:48:47Z",
"trace_id": "0a4321d7-17eb-43a4-945a-d0946ccae47a",
"weighted_score": 78.87
} | {
"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": 0.728,
"engine": "nemesis_planner",
"mcts_branches": 486,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.6,
"latency_ms": 424,
"node_provider": "CloudTrail",
"noise_level_db": 51
},
"timestamp": "2026-04-20T05:48:47Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
"noise_penalty": 0.21,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.82,
"total_execution_ms": 5658
} | {
"fitness_score_update": 0.12,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1630731",
"timestamp": "2026-04-20T06:58:51Z",
"trace_id": "30820f7b-c05e-4737-9c8a-cc358f9be866",
"weighted_score": 53.56
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.832,
"engine": "nemesis_planner",
"mcts_branches": 711,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.818,
"latency_ms": 47,
"node_provider": "Azure_Sentinel",
"noise_level_db": 45
},
"timestamp": "2026-04-20T06:58:51Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"com... | {
"noise_penalty": 0,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.49,
"total_execution_ms": 3352
} | {
"fitness_score_update": 0.45,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1461271",
"timestamp": "2026-04-18T07:54:31Z",
"trace_id": "ff2a811a-6372-43fa-b7e9-d76cee48777c",
"weighted_score": 85.53
} | {
"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": 0.717,
"engine": "nemesis_planner",
"mcts_branches": 924,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.87,
"latency_ms": 233,
"node_provider": "CloudTrail",
"noise_level_db": 78
},
"timestamp": "2026-04-18T07:54:31Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
"noise_penalty": 0.15,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.73,
"total_execution_ms": 3478
} | {
"fitness_score_update": 0.37,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0476561",
"timestamp": "2026-04-06T22:22:41Z",
"trace_id": "befc2812-ee4d-493a-88a8-39ae79ba35d2",
"weighted_score": 43.29
} | {
"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": 0.871,
"engine": "nemesis_planner",
"mcts_branches": 721,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.315,
"latency_ms": 37,
"node_provider": "Local_Syslog",
"noise_level_db": 57
},
"timestamp": "2026-04-06T22:22:41Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compon... | {
"noise_penalty": 0.32,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.48,
"total_execution_ms": 9507
} | {
"fitness_score_update": 0.13,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0205113",
"timestamp": "2026-04-03T18:58:33Z",
"trace_id": "7cdd818f-7b63-46a8-8456-d84768c36812",
"weighted_score": 90.6
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.976,
"engine": "nemesis_planner",
"mcts_branches": 181,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.273,
"latency_ms": 341,
"node_provider": "CrowdStrike",
"noise_level_db": 76
},
"timestamp": "2026-04-03T18:58:33Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compone... | {
"noise_penalty": 0.27,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.46,
"total_execution_ms": 2353
} | {
"fitness_score_update": 0.32,
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0863722",
"timestamp": "2026-04-11T09:55:22Z",
"trace_id": "d207ab0f-f44a-42fe-b43d-dd6f9e6ff16e",
"weighted_score": 84.67
} | {
"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": 0.745,
"engine": "nemesis_planner",
"mcts_branches": 573,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "CloudTrail",
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},
"timestamp": "2026-04-11T09:55:22Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.42,
"total_execution_ms": 4194
} | {
"fitness_score_update": -0.04,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2244187",
"timestamp": "2026-04-27T09:23:07Z",
"trace_id": "bb2ea252-e31e-4751-9244-98074c469fdc",
"weighted_score": 95.1
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.978,
"engine": "nemesis_planner",
"mcts_branches": 920,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-27T09:23:07Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.62,
"total_execution_ms": 1329
} | {
"fitness_score_update": 0.15,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0910022",
"timestamp": "2026-04-11T22:47:02Z",
"trace_id": "dbbe16cf-677a-4a05-b3a4-3c51c376a7f4",
"weighted_score": 52.45
} | {
"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": 0.738,
"engine": "nemesis_planner",
"mcts_branches": 777,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "Azure_Sentinel",
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},
"timestamp": "2026-04-11T22:47:02Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.65,
"total_execution_ms": 8858
} | {
"fitness_score_update": 0.22,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2104767",
"timestamp": "2026-04-25T18:39:27Z",
"trace_id": "7b0fb759-6745-4efc-9c8c-36fb0abcadcf",
"weighted_score": 50.38
} | {
"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": 0.924,
"engine": "nemesis_planner",
"mcts_branches": 531,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-25T18:39:27Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
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"success_rate": 0.97,
"total_execution_ms": 4267
} | {
"fitness_score_update": 0.46,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1979862",
"timestamp": "2026-04-24T07:57:42Z",
"trace_id": "79990e35-1486-45ca-abbc-ecc628cc6132",
"weighted_score": 91.73
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.856,
"engine": "nemesis_planner",
"mcts_branches": 624,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-24T07:57:42Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
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"total_execution_ms": 8186
} | {
"fitness_score_update": 0.18,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1590539",
"timestamp": "2026-04-19T19:48:59Z",
"trace_id": "ed4e93fe-f2fb-4513-b1e3-28f9eb1db494",
"weighted_score": 20.42
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.713,
"engine": "nemesis_planner",
"mcts_branches": 350,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-19T19:48:59Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 5380
} | {
"fitness_score_update": 0.13,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1641584",
"timestamp": "2026-04-20T09:59:44Z",
"trace_id": "19481239-5257-4213-8609-dfed34f636f4",
"weighted_score": 50.5
} | {
"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": 0.937,
"engine": "nemesis_planner",
"mcts_branches": 311,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-20T09:59:44Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"comp... | {
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"success_rate": 0.96,
"total_execution_ms": 6710
} | {
"fitness_score_update": 0.12,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1804342",
"timestamp": "2026-04-22T07:12:22Z",
"trace_id": "d9c07b6c-688e-4531-b451-a5aa4ec8c313",
"weighted_score": 37.93
} | {
"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": 0.813,
"engine": "nemesis_planner",
"mcts_branches": 224,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-22T07:12:22Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
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"success_rate": 0.73,
"total_execution_ms": 3051
} | {
"fitness_score_update": 0.34,
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1898466",
"timestamp": "2026-04-23T09:21:06Z",
"trace_id": "98d3c07d-82ef-4256-afbd-0cf9e4e7e5ff",
"weighted_score": 48.23
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.813,
"engine": "nemesis_planner",
"mcts_branches": 835,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-23T09:21:06Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 7439
} | {
"fitness_score_update": -0.06,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0936321",
"timestamp": "2026-04-12T06:05:21Z",
"trace_id": "f2b5e0f2-0d3e-4367-8af8-097970de3d50",
"weighted_score": 99.82
} | {
"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": 0.982,
"engine": "nemesis_planner",
"mcts_branches": 737,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-12T06:05:21Z"
},
{
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"component"... | {
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"total_execution_ms": 3383
} | {
"fitness_score_update": 0.22,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1626238",
"timestamp": "2026-04-20T05:43:58Z",
"trace_id": "3b2d87bf-670d-4e09-af47-83b320df488e",
"weighted_score": 49.94
} | {
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"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.785,
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"mcts_branches": 480,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-20T05:43:58Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"success_rate": 0.76,
"total_execution_ms": 6014
} | {
"fitness_score_update": 0.21,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1943389",
"timestamp": "2026-04-23T21:49:49Z",
"trace_id": "3b39421f-514c-44a7-8e99-12692ae29dd4",
"weighted_score": 87.33
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
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"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-23T21:49:49Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"total_execution_ms": 6466
} | {
"fitness_score_update": -0.08,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2429679",
"timestamp": "2026-04-29T12:54:39Z",
"trace_id": "409b8044-711b-4c20-8538-ed0506b0f62a",
"weighted_score": 98.29
} | {
"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": 815,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-29T12:54:39Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
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"success_rate": 0.91,
"total_execution_ms": 1784
} | {
"fitness_score_update": 0.32,
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1813862",
"timestamp": "2026-04-22T09:51:02Z",
"trace_id": "a7bf7b0e-d457-438b-ad72-ddbbab000460",
"weighted_score": 12.77
} | {
"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"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-22T09:51:02Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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"success_rate": 0.94,
"total_execution_ms": 2289
} | {
"fitness_score_update": 0.35,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1729457",
"timestamp": "2026-04-21T10:24:17Z",
"trace_id": "82115e19-224b-4e39-9ae9-d9fb57f76788",
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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"
} | {
"confidence_score": 0.956,
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"mcts_branches": 800,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-21T10:24:17Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 1206
} | {
"fitness_score_update": 0.12,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0938719",
"timestamp": "2026-04-12T06:45:19Z",
"trace_id": "8f6a440d-926c-4ecb-a950-2931a6fca8ad",
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} | {
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"chain": "us-east-1",
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"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-12T06:45:19Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
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"success_rate": 0.9,
"total_execution_ms": 6554
} | {
"fitness_score_update": -0.04,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0770172",
"timestamp": "2026-04-10T07:56:12Z",
"trace_id": "726c9540-8035-446a-aac5-2de38c25c726",
"weighted_score": 34.1
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-10T07:56:12Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compo... | {
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} | {
"fitness_score_update": -0.04,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0576292",
"timestamp": "2026-04-08T02:04:52Z",
"trace_id": "60158a81-b9c5-44cb-8c07-ccfa6bc46703",
"weighted_score": 93.53
} | {
"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"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-08T02:04:52Z"
},
{
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2405117",
"timestamp": "2026-04-29T06:05:17Z",
"trace_id": "ee562c1f-bb4a-4ac8-9cf3-ce6a0bbace1d",
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} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
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},
"timestamp": "2026-04-29T06:05:17Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1044542",
"timestamp": "2026-04-13T12:09:02Z",
"trace_id": "14328815-9f80-45d1-9760-bb45641c7fa7",
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} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
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},
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},
{
"action": "EXPLOIT_SQL_INJECTION",
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1664668",
"timestamp": "2026-04-20T16:24:28Z",
"trace_id": "2e603d0c-700d-448d-a790-b70e6f34952a",
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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"
} | {
"confidence_score": 0.967,
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-20T16:24:28Z"
},
{
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} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2216416",
"timestamp": "2026-04-27T01:40:16Z",
"trace_id": "7b59014a-1d93-4b74-ba08-514237309ced",
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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",
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} | {
"confidence_score": 0.73,
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-27T01:40:16Z"
},
{
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1881169",
"timestamp": "2026-04-23T04:32:49Z",
"trace_id": "0dc93ce1-5d21-4cc2-ac64-9b9f6ca1a3e9",
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} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
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},
{
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
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"trace_id": "44a328e5-2ab4-41f9-89a5-049294e2d062",
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} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
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} | {
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} | [
{
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},
"timestamp": "2026-04-23T03:49:18Z"
},
{
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1414057",
"timestamp": "2026-04-17T18:47:37Z",
"trace_id": "a82c2993-798b-4a1f-a112-d31702c21481",
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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",
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-17T18:47:37Z"
},
{
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"total_execution_ms": 3680
} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
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"timestamp": "2026-04-24T04:44:39Z",
"trace_id": "da5451b4-fa86-477c-ba0a-31401237ec62",
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} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
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} | {
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} | [
{
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},
"timestamp": "2026-04-24T04:44:39Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1983252",
"timestamp": "2026-04-24T08:54:12Z",
"trace_id": "dc090adc-438b-44fa-ac79-2d46d0d5fca6",
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} | {
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"chain": "us-east-1",
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"protocol": "AWS-Cloud",
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} | {
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} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-24T08:54:12Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2004021",
"timestamp": "2026-04-24T14:40:21Z",
"trace_id": "6f45aa36-12c1-4485-974a-7b06a00cc7b1",
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} | {
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"trigger": "k8s_pod_escape"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-24T14:40:21Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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"total_execution_ms": 4106
} | {
"fitness_score_update": 0.03,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0226007",
"timestamp": "2026-04-04T00:46:47Z",
"trace_id": "cc76be02-bd35-4842-b6b5-c934a3717f44",
"weighted_score": 48.07
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.953,
"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-04T00:46:47Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 5524
} | {
"fitness_score_update": 0.31,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2481092",
"timestamp": "2026-04-30T03:11:32Z",
"trace_id": "d9468387-1157-4d58-939b-68e1a5ad8fe8",
"weighted_score": 36.27
} | {
"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": 0.931,
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-30T03:11:32Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"total_execution_ms": 7105
} | {
"fitness_score_update": 0.07,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0547169",
"timestamp": "2026-04-07T17:59:29Z",
"trace_id": "2db939aa-5bb6-4106-943c-6bf812f91767",
"weighted_score": 33.95
} | {
"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"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 290,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-07T17:59:29Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 9295
} | {
"fitness_score_update": -0.09,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0793117",
"timestamp": "2026-04-10T14:18:37Z",
"trace_id": "fdb42afa-8e2a-4f0d-9e87-f33c96ddf03a",
"weighted_score": 59.62
} | {
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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": 459,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-10T14:18:37Z"
},
{
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"total_execution_ms": 1444
} | {
"fitness_score_update": -0.08,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0132021",
"timestamp": "2026-04-02T22:40:21Z",
"trace_id": "fb627346-f476-4497-a30c-dff214fe3eee",
"weighted_score": 66.24
} | {
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"protocol": "AWS-Cloud",
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
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},
"timestamp": "2026-04-02T22:40:21Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 4692
} | {
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"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2216237",
"timestamp": "2026-04-27T01:37:17Z",
"trace_id": "d6859ce6-cd7a-4ebe-824b-dcb370a34947",
"weighted_score": 68.93
} | {
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"impacted_asset": "s3_vault",
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-27T01:37:17Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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} | {
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"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0484455",
"timestamp": "2026-04-07T00:34:15Z",
"trace_id": "48d979b4-909f-4906-97e8-70492f054125",
"weighted_score": 55.19
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.834,
"engine": "nemesis_planner",
"mcts_branches": 476,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-07T00:34:15Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 5503
} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1441677",
"timestamp": "2026-04-18T02:27:57Z",
"trace_id": "5e2b2287-79f7-465a-a6ae-c16a74db259d",
"weighted_score": 36.5
} | {
"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": 0.922,
"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-18T02:27:57Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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"total_execution_ms": 1374
} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0276482",
"timestamp": "2026-04-04T14:48:02Z",
"trace_id": "10e929f6-cdb4-4247-86f6-773ccb997709",
"weighted_score": 13.33
} | {
"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"
} | [
{
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},
"timestamp": "2026-04-04T14:48:02Z"
},
{
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"total_execution_ms": 1831
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2437110",
"timestamp": "2026-04-29T14:58:30Z",
"trace_id": "320f86c4-7b7d-49da-8d0c-cc97105645bc",
"weighted_score": 11.94
} | {
"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"
} | {
"confidence_score": 0.852,
"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-29T14:58:30Z"
},
{
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"total_execution_ms": 4376
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2036748",
"timestamp": "2026-04-24T23:45:48Z",
"trace_id": "77d4b720-0a0b-4162-a723-f1ec63508e13",
"weighted_score": 47.63
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-24T23:45:48Z"
},
{
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"total_execution_ms": 9870
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0464294",
"timestamp": "2026-04-06T18:58:14Z",
"trace_id": "784aa5f2-c435-4f57-8b9b-3f94eb707da1",
"weighted_score": 14.17
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.986,
"engine": "nemesis_planner",
"mcts_branches": 492,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-06T18:58:14Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 2512
} | {
"fitness_score_update": 0.33,
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1276982",
"timestamp": "2026-04-16T04:43:02Z",
"trace_id": "0696475c-cd7b-4c17-9bcd-760d63824c00",
"weighted_score": 19.9
} | {
"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"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 406,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-16T04:43:02Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 7255
} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0897668",
"timestamp": "2026-04-11T19:21:08Z",
"trace_id": "140615a2-81aa-4d36-8dcc-202c36ceab52",
"weighted_score": 67.06
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
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"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"mcts_branches": 464,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-11T19:21:08Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 7111
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0026814",
"timestamp": "2026-04-01T17:26:54Z",
"trace_id": "df192916-a6ad-4fb0-9035-dc3135fc07c7",
"weighted_score": 34.73
} | {
"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": "2026-04-01T17:26:54Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
... | {
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"total_execution_ms": 4632
} | {
"fitness_score_update": -0.06,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0937142",
"timestamp": "2026-04-12T06:19:02Z",
"trace_id": "d444555d-180f-43b1-8075-eaa2de84861f",
"weighted_score": 13.37
} | {
"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": 440,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-12T06:19:02Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"total_execution_ms": 5768
} | {
"fitness_score_update": 0.31,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1102972",
"timestamp": "2026-04-14T04:22:52Z",
"trace_id": "c67863d7-bdc3-40e1-b2eb-0ca454b73d1c",
"weighted_score": 84.15
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
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"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-14T04:22:52Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"... | {
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"total_execution_ms": 1860
} | {
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"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0224462",
"timestamp": "2026-04-04T00:21:02Z",
"trace_id": "a373ebdb-fb18-4176-bf7c-7f1f68e32216",
"weighted_score": 47.79
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 685,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-04T00:21:02Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 8325
} | {
"fitness_score_update": 0.26,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1864983",
"timestamp": "2026-04-23T00:03:03Z",
"trace_id": "927adb7b-5484-48b2-af61-0c5f143b4a13",
"weighted_score": 66.28
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 174,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-23T00:03:03Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 7753
} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1267124",
"timestamp": "2026-04-16T01:58:44Z",
"trace_id": "a5e15716-eefe-43f4-9dcd-a028cac2380d",
"weighted_score": 21.38
} | {
"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": 427,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-16T01:58:44Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
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"total_execution_ms": 2438
} | {
"fitness_score_update": 0.46,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1084854",
"timestamp": "2026-04-13T23:20:54Z",
"trace_id": "db7b487e-3515-45a0-ae10-cc5e14668f8b",
"weighted_score": 85.49
} | {
"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"
} | {
"confidence_score": 0.965,
"engine": "nemesis_planner",
"mcts_branches": 841,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-13T23:20:54Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"... | {
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"total_execution_ms": 4095
} | {
"fitness_score_update": 0.28,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1901959",
"timestamp": "2026-04-23T10:19:19Z",
"trace_id": "a1594cca-493b-424f-b470-2dee68dc64b0",
"weighted_score": 19.39
} | {
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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": "2026-04-23T10:19:19Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"c... | {
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"total_execution_ms": 4099
} | {
"fitness_score_update": 0.35,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0541987",
"timestamp": "2026-04-07T16:33:07Z",
"trace_id": "401de85d-6bf0-4845-8b67-002b49a3d1ad",
"weighted_score": 88.03
} | {
"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": "2026-04-07T16:33:07Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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} | {
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"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1440872",
"timestamp": "2026-04-18T02:14:32Z",
"trace_id": "60002dfc-fbb9-4db3-8739-43c22e4fe3de",
"weighted_score": 50.37
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.957,
"engine": "nemesis_planner",
"mcts_branches": 877,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
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"latency_ms": 28,
"node_provider": "Azure_Sentinel",
"noise_level_db": 19
},
"timestamp": "2026-04-18T02:14:32Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.26,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.65,
"total_execution_ms": 7922
} | {
"fitness_score_update": 0.34,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1758770",
"timestamp": "2026-04-21T18:32:50Z",
"trace_id": "50b69e27-b485-4647-b9b6-40d5ad48c436",
"weighted_score": 52.04
} | {
"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": 0.904,
"engine": "nemesis_planner",
"mcts_branches": 476,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
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"latency_ms": 122,
"node_provider": "Azure_Sentinel",
"noise_level_db": 10
},
"timestamp": "2026-04-21T18:32:50Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.08,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.51,
"total_execution_ms": 8255
} | {
"fitness_score_update": 0.23,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0754497",
"timestamp": "2026-04-10T03:34:57Z",
"trace_id": "cf322d8c-ad3d-441d-af1d-6f59850ad2a1",
"weighted_score": 86.35
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.806,
"engine": "nemesis_planner",
"mcts_branches": 992,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "CloudTrail",
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},
"timestamp": "2026-04-10T03:34:57Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.81,
"total_execution_ms": 9032
} | {
"fitness_score_update": 0.08,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0977539",
"timestamp": "2026-04-12T17:32:19Z",
"trace_id": "76d4bb96-ecfe-487b-b24b-32cb1c5c2a68",
"weighted_score": 72.04
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.744,
"engine": "nemesis_planner",
"mcts_branches": 297,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"latency_ms": 207,
"node_provider": "CrowdStrike",
"noise_level_db": 23
},
"timestamp": "2026-04-12T17:32:19Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.46,
"total_execution_ms": 6855
} | {
"fitness_score_update": 0.29,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0967723",
"timestamp": "2026-04-12T14:48:43Z",
"trace_id": "33c4ebd4-6827-4f6c-ac2c-ba876f337690",
"weighted_score": 82.08
} | {
"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": 0.7,
"engine": "nemesis_planner",
"mcts_branches": 134,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"noise_level_db": 79
},
"timestamp": "2026-04-12T14:48:43Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
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"success_rate": 0.57,
"total_execution_ms": 7120
} | {
"fitness_score_update": 0.28,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1443444",
"timestamp": "2026-04-18T02:57:24Z",
"trace_id": "e0c62626-73a1-421c-ab19-95d15735fb73",
"weighted_score": 63.47
} | {
"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": 0.769,
"engine": "nemesis_planner",
"mcts_branches": 705,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-18T02:57:24Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compone... | {
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"success_rate": 0.8,
"total_execution_ms": 3445
} | {
"fitness_score_update": 0.3,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1003536",
"timestamp": "2026-04-13T00:45:36Z",
"trace_id": "ef966af8-0002-4c8b-bc4e-2c76c2ade56c",
"weighted_score": 24.31
} | {
"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": 0.964,
"engine": "nemesis_planner",
"mcts_branches": 743,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-13T00:45:36Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.51,
"total_execution_ms": 9182
} | {
"fitness_score_update": 0.03,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0061271",
"timestamp": "2026-04-02T03:01:11Z",
"trace_id": "46b86144-6015-4753-aba8-0f119dcdbab8",
"weighted_score": 88.93
} | {
"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": 0.933,
"engine": "nemesis_planner",
"mcts_branches": 704,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"telemetry": {
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"noise_level_db": 50
},
"timestamp": "2026-04-02T03:01:11Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.52,
"total_execution_ms": 4810
} | {
"fitness_score_update": 0.09,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0716705",
"timestamp": "2026-04-09T17:05:05Z",
"trace_id": "2e8d4748-d753-483d-a535-d01faea1eced",
"weighted_score": 17.06
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.768,
"engine": "nemesis_planner",
"mcts_branches": 698,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"telemetry": {
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"latency_ms": 195,
"node_provider": "Azure_Sentinel",
"noise_level_db": 11
},
"timestamp": "2026-04-09T17:05:05Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"comp... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.53,
"total_execution_ms": 7860
} | {
"fitness_score_update": 0.41,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0481208",
"timestamp": "2026-04-06T23:40:08Z",
"trace_id": "fee846e3-0b1e-440c-9cb4-a2f0ff3c7236",
"weighted_score": 82.59
} | {
"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": 0.895,
"engine": "nemesis_planner",
"mcts_branches": 505,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"telemetry": {
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"latency_ms": 26,
"node_provider": "Local_Syslog",
"noise_level_db": 33
},
"timestamp": "2026-04-06T23:40:08Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.8,
"total_execution_ms": 3110
} | {
"fitness_score_update": 0.29,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2074935",
"timestamp": "2026-04-25T10:22:15Z",
"trace_id": "f53725e7-a56c-4ab0-8383-9f6aaecc0817",
"weighted_score": 87.35
} | {
"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": 0.976,
"engine": "nemesis_planner",
"mcts_branches": 648,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "Azure_Sentinel",
"noise_level_db": 48
},
"timestamp": "2026-04-25T10:22:15Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.15,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.59,
"total_execution_ms": 2718
} | {
"fitness_score_update": 0.21,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0153552",
"timestamp": "2026-04-03T04:39:12Z",
"trace_id": "3d988708-faaa-4797-b977-4a75ea5f4918",
"weighted_score": 36.13
} | {
"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": 0.876,
"engine": "nemesis_planner",
"mcts_branches": 116,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"telemetry": {
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"latency_ms": 200,
"node_provider": "CrowdStrike",
"noise_level_db": 71
},
"timestamp": "2026-04-03T04:39:12Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.7,
"total_execution_ms": 8331
} | {
"fitness_score_update": 0.44,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2076733",
"timestamp": "2026-04-25T10:52:13Z",
"trace_id": "e7cdf4cb-e591-4f69-92fe-5bbd34b77e73",
"weighted_score": 72.54
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.749,
"engine": "nemesis_planner",
"mcts_branches": 988,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"telemetry": {
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"latency_ms": 446,
"node_provider": "Azure_Sentinel",
"noise_level_db": 26
},
"timestamp": "2026-04-25T10:52:13Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"c... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.42,
"total_execution_ms": 9744
} | {
"fitness_score_update": 0.06,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2016467",
"timestamp": "2026-04-24T18:07:47Z",
"trace_id": "28fb5290-80eb-40d0-9d90-78c53ad853de",
"weighted_score": 73.67
} | {
"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": 0.866,
"engine": "nemesis_planner",
"mcts_branches": 417,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-24T18:07:47Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"comp... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.4,
"total_execution_ms": 3880
} | {
"fitness_score_update": 0.31,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1940625",
"timestamp": "2026-04-23T21:03:45Z",
"trace_id": "0ae632e8-e3e9-43f8-a084-3b77f33c6112",
"weighted_score": 56.48
} | {
"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": 0.744,
"engine": "nemesis_planner",
"mcts_branches": 117,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-23T21:03:45Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.98,
"total_execution_ms": 8274
} | {
"fitness_score_update": 0.31,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2010968",
"timestamp": "2026-04-24T16:36:08Z",
"trace_id": "d4a6a93c-0257-4e8d-a24b-30213418da19",
"weighted_score": 52.97
} | {
"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": 0.769,
"engine": "nemesis_planner",
"mcts_branches": 215,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "CloudTrail",
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},
"timestamp": "2026-04-24T16:36:08Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compone... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.8,
"total_execution_ms": 3345
} | {
"fitness_score_update": 0.12,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1533165",
"timestamp": "2026-04-19T03:52:45Z",
"trace_id": "9307fed4-585f-4e0e-b5cc-2d464eef23b4",
"weighted_score": 58.82
} | {
"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": 0.811,
"engine": "nemesis_planner",
"mcts_branches": 147,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "Azure_Sentinel",
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},
"timestamp": "2026-04-19T03:52:45Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"c... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.41,
"total_execution_ms": 2053
} | {
"fitness_score_update": 0.49,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0298054",
"timestamp": "2026-04-04T20:47:34Z",
"trace_id": "4b59d7a1-6b09-4892-b5ea-587afe68e370",
"weighted_score": 16.48
} | {
"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": 0.789,
"engine": "nemesis_planner",
"mcts_branches": 640,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.293,
"latency_ms": 196,
"node_provider": "CloudTrail",
"noise_level_db": 61
},
"timestamp": "2026-04-04T20:47:34Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
"noise_penalty": 0.33,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.44,
"total_execution_ms": 2929
} | {
"fitness_score_update": 0.15,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0441976",
"timestamp": "2026-04-06T12:46:16Z",
"trace_id": "9d13f8ae-467f-4cae-81d5-d31925e30186",
"weighted_score": 41.09
} | {
"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": 0.862,
"engine": "nemesis_planner",
"mcts_branches": 666,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.596,
"latency_ms": 379,
"node_provider": "CrowdStrike",
"noise_level_db": 44
},
"timestamp": "2026-04-06T12:46:16Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"com... | {
"noise_penalty": 0.42,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.88,
"total_execution_ms": 7010
} | {
"fitness_score_update": 0.35,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1028157",
"timestamp": "2026-04-13T07:35:57Z",
"trace_id": "97205b45-a256-4bf5-a4ff-29ad40c74719",
"weighted_score": 35.52
} | {
"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": 0.761,
"engine": "nemesis_planner",
"mcts_branches": 137,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.979,
"latency_ms": 170,
"node_provider": "CrowdStrike",
"noise_level_db": 76
},
"timestamp": "2026-04-13T07:35:57Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component":... | {
"noise_penalty": 0.42,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.63,
"total_execution_ms": 2428
} | {
"fitness_score_update": -0.05,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1316019",
"timestamp": "2026-04-16T15:33:39Z",
"trace_id": "f0a188c4-61e5-4c42-bac2-7447d7a608f2",
"weighted_score": 42.37
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.903,
"engine": "nemesis_planner",
"mcts_branches": 714,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.633,
"latency_ms": 313,
"node_provider": "Local_Syslog",
"noise_level_db": 71
},
"timestamp": "2026-04-16T15:33:39Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.3,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.49,
"total_execution_ms": 2162
} | {
"fitness_score_update": 0.12,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2352158",
"timestamp": "2026-04-28T15:22:38Z",
"trace_id": "5be7f325-5ab1-4e24-ad33-b1ee4b338c07",
"weighted_score": 11.75
} | {
"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": 0.845,
"engine": "nemesis_planner",
"mcts_branches": 133,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.866,
"latency_ms": 333,
"node_provider": "CloudTrail",
"noise_level_db": 51
},
"timestamp": "2026-04-28T15:22:38Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"com... | {
"noise_penalty": 0.4,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.99,
"total_execution_ms": 9922
} | {
"fitness_score_update": 0.35,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1630264",
"timestamp": "2026-04-20T06:51:04Z",
"trace_id": "ebd721d3-849c-4098-a488-e889b3af26b4",
"weighted_score": 23.91
} | {
"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": 0.811,
"engine": "nemesis_planner",
"mcts_branches": 900,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.548,
"latency_ms": 393,
"node_provider": "Azure_Sentinel",
"noise_level_db": 56
},
"timestamp": "2026-04-20T06:51:04Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
... | {
"noise_penalty": 0.26,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.64,
"total_execution_ms": 2856
} | {
"fitness_score_update": 0,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2138738",
"timestamp": "2026-04-26T04:05:38Z",
"trace_id": "f4f680e5-05d0-4e92-a33b-744c24339169",
"weighted_score": 90.31
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.78,
"engine": "nemesis_planner",
"mcts_branches": 581,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.404,
"latency_ms": 405,
"node_provider": "Azure_Sentinel",
"noise_level_db": 32
},
"timestamp": "2026-04-26T04:05:38Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
"noise_penalty": 0.17,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.61,
"total_execution_ms": 8301
} | {
"fitness_score_update": 0.19,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1982774",
"timestamp": "2026-04-24T08:46:14Z",
"trace_id": "1e579c22-2c1c-4b49-a8fc-778f3aa39105",
"weighted_score": 81.26
} | {
"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": 0.84,
"engine": "nemesis_planner",
"mcts_branches": 495,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.158,
"latency_ms": 232,
"node_provider": "CloudTrail",
"noise_level_db": 45
},
"timestamp": "2026-04-24T08:46:14Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
"noise_penalty": 0.08,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.93,
"total_execution_ms": 5202
} | {
"fitness_score_update": 0.1,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1216696",
"timestamp": "2026-04-15T11:58:16Z",
"trace_id": "a1b82f19-dd00-48c4-ad6b-f505e8c3ff74",
"weighted_score": 24.58
} | {
"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": 0.755,
"engine": "nemesis_planner",
"mcts_branches": 687,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.322,
"latency_ms": 397,
"node_provider": "CloudTrail",
"noise_level_db": 65
},
"timestamp": "2026-04-15T11:58:16Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.43,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.89,
"total_execution_ms": 7624
} | {
"fitness_score_update": 0.25,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1435469",
"timestamp": "2026-04-18T00:44:29Z",
"trace_id": "06ff013a-7a2d-41bb-a3d6-f4310d438ab3",
"weighted_score": 70.81
} | {
"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": 0.913,
"engine": "nemesis_planner",
"mcts_branches": 882,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.156,
"latency_ms": 95,
"node_provider": "Local_Syslog",
"noise_level_db": 12
},
"timestamp": "2026-04-18T00:44:29Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
"noise_penalty": 0.26,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.49,
"total_execution_ms": 8196
} | {
"fitness_score_update": 0.15,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0386855",
"timestamp": "2026-04-05T21:27:35Z",
"trace_id": "ca2ded3a-ecd1-4a86-917d-ba075757f731",
"weighted_score": 18.5
} | {
"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": 0.859,
"engine": "nemesis_planner",
"mcts_branches": 998,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.176,
"latency_ms": 408,
"node_provider": "Azure_Sentinel",
"noise_level_db": 65
},
"timestamp": "2026-04-05T21:27:35Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"c... | {
"noise_penalty": 0.38,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.75,
"total_execution_ms": 5005
} | {
"fitness_score_update": 0.29,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1623827",
"timestamp": "2026-04-20T05:03:47Z",
"trace_id": "a3b49f3c-8af0-49cf-b5fb-bb50ba75a0e8",
"weighted_score": 69.75
} | {
"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": 0.726,
"engine": "nemesis_planner",
"mcts_branches": 844,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.882,
"latency_ms": 60,
"node_provider": "CloudTrail",
"noise_level_db": 34
},
"timestamp": "2026-04-20T05:03:47Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"componen... | {
"noise_penalty": 0.01,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.41,
"total_execution_ms": 4093
} | {
"fitness_score_update": 0.43,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1357685",
"timestamp": "2026-04-17T03:08:05Z",
"trace_id": "8b8e0448-b50c-4076-8ec2-de9ec2fb287d",
"weighted_score": 33.58
} | {
"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": 0.837,
"engine": "nemesis_planner",
"mcts_branches": 987,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.402,
"latency_ms": 200,
"node_provider": "CrowdStrike",
"noise_level_db": 54
},
"timestamp": "2026-04-17T03:08:05Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
"noise_penalty": 0.35,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.43,
"total_execution_ms": 6259
} | {
"fitness_score_update": -0.03,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2317639",
"timestamp": "2026-04-28T05:47:19Z",
"trace_id": "73803ead-17a8-4994-ba10-00734c100924",
"weighted_score": 50.74
} | {
"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": 0.77,
"engine": "nemesis_planner",
"mcts_branches": 238,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.891,
"latency_ms": 133,
"node_provider": "Azure_Sentinel",
"noise_level_db": 46
},
"timestamp": "2026-04-28T05:47:19Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compon... | {
"noise_penalty": 0.29,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.67,
"total_execution_ms": 3531
} | {
"fitness_score_update": 0.1,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0754389",
"timestamp": "2026-04-10T03:33:09Z",
"trace_id": "7b742cf7-3ef9-4157-9620-f0212753490b",
"weighted_score": 99.56
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.74,
"engine": "nemesis_planner",
"mcts_branches": 832,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.122,
"latency_ms": 182,
"node_provider": "CrowdStrike",
"noise_level_db": 39
},
"timestamp": "2026-04-10T03:33:09Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"comp... | {
"noise_penalty": 0.13,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.87,
"total_execution_ms": 9279
} | {
"fitness_score_update": 0.39,
"parameter_drift": "none"
} | stealth_maintained |
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