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": "blocked_by_edr",
"id": "NEMESIS-0834513",
"timestamp": "2026-04-11T01:48:33Z",
"trace_id": "4467aec0-0d84-440d-aa19-812627466316",
"weighted_score": 50.91
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.758,
"engine": "nemesis_planner",
"mcts_branches": 826,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.657,
"latency_ms": 195,
"node_provider": "CrowdStrike",
"noise_level_db": 39
},
"timestamp": "2026-04-11T01:48:33Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
"noise_penalty": 0.22,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.71,
"total_execution_ms": 9019
} | {
"fitness_score_update": -0.07,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0348975",
"timestamp": "2026-04-05T10:56:15Z",
"trace_id": "31414192-b20b-4f74-abbe-8f61cbf4632a",
"weighted_score": 24.18
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.763,
"engine": "nemesis_planner",
"mcts_branches": 438,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.641,
"latency_ms": 152,
"node_provider": "CloudTrail",
"noise_level_db": 13
},
"timestamp": "2026-04-05T10:56:15Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
"noise_penalty": 0.44,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.7,
"total_execution_ms": 6485
} | {
"fitness_score_update": 0.25,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0192848",
"timestamp": "2026-04-03T15:34:08Z",
"trace_id": "4426ba69-3a62-4fde-bce2-454ca4f2dc7e",
"weighted_score": 93.2
} | {
"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": 0.814,
"engine": "nemesis_planner",
"mcts_branches": 587,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.484,
"latency_ms": 283,
"node_provider": "Local_Syslog",
"noise_level_db": 59
},
"timestamp": "2026-04-03T15:34:08Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.96,
"total_execution_ms": 7687
} | {
"fitness_score_update": 0.34,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1157851",
"timestamp": "2026-04-14T19:37:31Z",
"trace_id": "30616d7f-0ed7-4a19-b7bb-aed3c5794852",
"weighted_score": 95.57
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.811,
"engine": "nemesis_planner",
"mcts_branches": 456,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.763,
"latency_ms": 317,
"node_provider": "CrowdStrike",
"noise_level_db": 31
},
"timestamp": "2026-04-14T19:37:31Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"comp... | {
"noise_penalty": 0.11,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.46,
"total_execution_ms": 5504
} | {
"fitness_score_update": 0.03,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0675581",
"timestamp": "2026-04-09T05:39:41Z",
"trace_id": "6adfcd8a-b2dc-4a94-bded-d24fb7ff1620",
"weighted_score": 38.24
} | {
"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": 0.772,
"engine": "nemesis_planner",
"mcts_branches": 142,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.344,
"latency_ms": 15,
"node_provider": "CloudTrail",
"noise_level_db": 80
},
"timestamp": "2026-04-09T05:39:41Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component":... | {
"noise_penalty": 0.16,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.76,
"total_execution_ms": 6682
} | {
"fitness_score_update": 0.19,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1781545",
"timestamp": "2026-04-22T00:52:25Z",
"trace_id": "b4c55117-5bd3-4f32-922c-e9880f655af2",
"weighted_score": 44.55
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.937,
"engine": "nemesis_planner",
"mcts_branches": 877,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.11,
"latency_ms": 260,
"node_provider": "CrowdStrike",
"noise_level_db": 78
},
"timestamp": "2026-04-22T00:52:25Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"... | {
"noise_penalty": 0.3,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.86,
"total_execution_ms": 8969
} | {
"fitness_score_update": 0.15,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1990034",
"timestamp": "2026-04-24T10:47:14Z",
"trace_id": "3cd20bf5-ed5e-46ec-9007-3e5c27447405",
"weighted_score": 92.46
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.926,
"engine": "nemesis_planner",
"mcts_branches": 271,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.621,
"latency_ms": 327,
"node_provider": "Local_Syslog",
"noise_level_db": 44
},
"timestamp": "2026-04-24T10:47:14Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
"noise_penalty": 0.18,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.66,
"total_execution_ms": 7147
} | {
"fitness_score_update": 0.19,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2355601",
"timestamp": "2026-04-28T16:20:01Z",
"trace_id": "e9743e00-425d-4926-aba6-b5fd8ec9e604",
"weighted_score": 43.06
} | {
"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": 0.879,
"engine": "nemesis_planner",
"mcts_branches": 140,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.78,
"latency_ms": 330,
"node_provider": "Local_Syslog",
"noise_level_db": 72
},
"timestamp": "2026-04-28T16:20:01Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"co... | {
"noise_penalty": 0.25,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.88,
"total_execution_ms": 2092
} | {
"fitness_score_update": 0.48,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1558986",
"timestamp": "2026-04-19T11:03:06Z",
"trace_id": "812d1b96-c6af-4c78-8206-b8251509c73e",
"weighted_score": 29.95
} | {
"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": 0.917,
"engine": "nemesis_planner",
"mcts_branches": 703,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.543,
"latency_ms": 345,
"node_provider": "CrowdStrike",
"noise_level_db": 59
},
"timestamp": "2026-04-19T11:03:06Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
"noise_penalty": 0.06,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.95,
"total_execution_ms": 2053
} | {
"fitness_score_update": 0.11,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1253071",
"timestamp": "2026-04-15T22:04:31Z",
"trace_id": "9dc9db1d-b646-4d42-88ba-5e81a139819b",
"weighted_score": 11.89
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.801,
"engine": "nemesis_planner",
"mcts_branches": 247,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.636,
"latency_ms": 288,
"node_provider": "CloudTrail",
"noise_level_db": 21
},
"timestamp": "2026-04-15T22:04:31Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
"noise_penalty": 0.44,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.78,
"total_execution_ms": 9205
} | {
"fitness_score_update": 0.31,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2322595",
"timestamp": "2026-04-28T07:09:55Z",
"trace_id": "04514b2a-e72f-4b2b-9896-199a3f3bb70a",
"weighted_score": 37.07
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.898,
"engine": "nemesis_planner",
"mcts_branches": 538,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.678,
"latency_ms": 491,
"node_provider": "Azure_Sentinel",
"noise_level_db": 45
},
"timestamp": "2026-04-28T07:09:55Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
"noise_penalty": 0.38,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.59,
"total_execution_ms": 6844
} | {
"fitness_score_update": -0.06,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2179851",
"timestamp": "2026-04-26T15:30:51Z",
"trace_id": "7419f4b3-cbda-4b6b-803e-c7e46fbad241",
"weighted_score": 82.73
} | {
"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": 0.919,
"engine": "nemesis_planner",
"mcts_branches": 211,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.35,
"latency_ms": 33,
"node_provider": "Local_Syslog",
"noise_level_db": 46
},
"timestamp": "2026-04-26T15:30:51Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compon... | {
"noise_penalty": 0.07,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.83,
"total_execution_ms": 8980
} | {
"fitness_score_update": 0.49,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0687946",
"timestamp": "2026-04-09T09:05:46Z",
"trace_id": "aa93516f-5c92-469d-9223-35157f90ad0b",
"weighted_score": 10.78
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.772,
"engine": "nemesis_planner",
"mcts_branches": 451,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.854,
"latency_ms": 218,
"node_provider": "CrowdStrike",
"noise_level_db": 64
},
"timestamp": "2026-04-09T09:05:46Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
"noise_penalty": 0.15,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.87,
"total_execution_ms": 1975
} | {
"fitness_score_update": 0.5,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0667512",
"timestamp": "2026-04-09T03:25:12Z",
"trace_id": "28a8cf4a-01a1-4ced-877e-d3ad682e5bff",
"weighted_score": 14.14
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.713,
"engine": "nemesis_planner",
"mcts_branches": 107,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.954,
"latency_ms": 168,
"node_provider": "Local_Syslog",
"noise_level_db": 49
},
"timestamp": "2026-04-09T03:25:12Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
"noise_penalty": 0.39,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.6,
"total_execution_ms": 9324
} | {
"fitness_score_update": 0.39,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0794977",
"timestamp": "2026-04-10T14:49:37Z",
"trace_id": "c09be0ca-82b8-441c-b63c-c2de44e48ee1",
"weighted_score": 16.92
} | {
"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": 0.749,
"engine": "nemesis_planner",
"mcts_branches": 199,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.325,
"latency_ms": 9,
"node_provider": "CloudTrail",
"noise_level_db": 79
},
"timestamp": "2026-04-10T14:49:37Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"componen... | {
"noise_penalty": 0.01,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.97,
"total_execution_ms": 9865
} | {
"fitness_score_update": 0.47,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1186399",
"timestamp": "2026-04-15T03:33:19Z",
"trace_id": "726cc19b-0dcf-4945-8167-3ef19ac03bcf",
"weighted_score": 48.49
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.72,
"engine": "nemesis_planner",
"mcts_branches": 528,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.625,
"latency_ms": 167,
"node_provider": "Local_Syslog",
"noise_level_db": 66
},
"timestamp": "2026-04-15T03:33:19Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.04,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.78,
"total_execution_ms": 5929
} | {
"fitness_score_update": 0.05,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1446385",
"timestamp": "2026-04-18T03:46:25Z",
"trace_id": "2ef87ad5-ac30-4f7b-b62e-971b4b418cc2",
"weighted_score": 95.62
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.886,
"engine": "nemesis_planner",
"mcts_branches": 363,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.746,
"latency_ms": 492,
"node_provider": "Azure_Sentinel",
"noise_level_db": 70
},
"timestamp": "2026-04-18T03:46:25Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
"noise_penalty": 0.5,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.73,
"total_execution_ms": 2596
} | {
"fitness_score_update": -0.08,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2419751",
"timestamp": "2026-04-29T10:09:11Z",
"trace_id": "02d1b783-1f50-480c-b68e-7935eb5826f2",
"weighted_score": 14.02
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.975,
"engine": "nemesis_planner",
"mcts_branches": 575,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.256,
"latency_ms": 386,
"node_provider": "CrowdStrike",
"noise_level_db": 26
},
"timestamp": "2026-04-29T10:09:11Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
"noise_penalty": 0.22,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.65,
"total_execution_ms": 9269
} | {
"fitness_score_update": 0.36,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0989383",
"timestamp": "2026-04-12T20:49:43Z",
"trace_id": "07ed2ca5-5b14-43b5-b6e7-5f34760556a8",
"weighted_score": 21.5
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.809,
"engine": "nemesis_planner",
"mcts_branches": 545,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.169,
"latency_ms": 102,
"node_provider": "CrowdStrike",
"noise_level_db": 74
},
"timestamp": "2026-04-12T20:49:43Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
"noise_penalty": 0.41,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.69,
"total_execution_ms": 8108
} | {
"fitness_score_update": 0.12,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1649437",
"timestamp": "2026-04-20T12:10:37Z",
"trace_id": "7342950c-7d54-484c-ad48-292a43cac9dd",
"weighted_score": 51.82
} | {
"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": 681,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.891,
"latency_ms": 477,
"node_provider": "Azure_Sentinel",
"noise_level_db": 11
},
"timestamp": "2026-04-20T12:10:37Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compon... | {
"noise_penalty": 0.01,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.5,
"total_execution_ms": 6564
} | {
"fitness_score_update": -0.09,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0382176",
"timestamp": "2026-04-05T20:09:36Z",
"trace_id": "b39fe448-2149-42b5-9583-f5874282161a",
"weighted_score": 84.52
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.771,
"engine": "nemesis_planner",
"mcts_branches": 280,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.254,
"latency_ms": 274,
"node_provider": "Azure_Sentinel",
"noise_level_db": 35
},
"timestamp": "2026-04-05T20:09:36Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"c... | {
"noise_penalty": 0.07,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.88,
"total_execution_ms": 5585
} | {
"fitness_score_update": 0.3,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1807074",
"timestamp": "2026-04-22T07:57:54Z",
"trace_id": "ab9ab61a-deb1-4dde-bdbd-fb3a92edf49a",
"weighted_score": 99.12
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.809,
"engine": "nemesis_planner",
"mcts_branches": 252,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.645,
"latency_ms": 318,
"node_provider": "Local_Syslog",
"noise_level_db": 49
},
"timestamp": "2026-04-22T07:57:54Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compo... | {
"noise_penalty": 0.36,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.78,
"total_execution_ms": 4950
} | {
"fitness_score_update": 0.42,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0980991",
"timestamp": "2026-04-12T18:29:51Z",
"trace_id": "6ef20cff-9401-43dc-82c6-5ee35484553b",
"weighted_score": 73.78
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.865,
"engine": "nemesis_planner",
"mcts_branches": 371,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.596,
"latency_ms": 135,
"node_provider": "Azure_Sentinel",
"noise_level_db": 79
},
"timestamp": "2026-04-12T18:29:51Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.03,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.91,
"total_execution_ms": 6208
} | {
"fitness_score_update": 0.4,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1722820",
"timestamp": "2026-04-21T08:33:40Z",
"trace_id": "b6ea0387-3e84-4851-bc3d-989485f9bbeb",
"weighted_score": 96.05
} | {
"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": 0.932,
"engine": "nemesis_planner",
"mcts_branches": 769,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.477,
"latency_ms": 500,
"node_provider": "Local_Syslog",
"noise_level_db": 21
},
"timestamp": "2026-04-21T08:33:40Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.17,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.46,
"total_execution_ms": 5553
} | {
"fitness_score_update": 0.12,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2404349",
"timestamp": "2026-04-29T05:52:29Z",
"trace_id": "8db47dbc-881b-479a-9bc4-17ee6a696d27",
"weighted_score": 42.1
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.754,
"engine": "nemesis_planner",
"mcts_branches": 219,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.793,
"latency_ms": 139,
"node_provider": "Azure_Sentinel",
"noise_level_db": 52
},
"timestamp": "2026-04-29T05:52:29Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
"noise_penalty": 0.32,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.79,
"total_execution_ms": 1173
} | {
"fitness_score_update": 0.19,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0894123",
"timestamp": "2026-04-11T18:22:03Z",
"trace_id": "fb7f639a-43af-4595-a1cd-b83bbed659ed",
"weighted_score": 74.46
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.815,
"engine": "nemesis_planner",
"mcts_branches": 790,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.126,
"latency_ms": 182,
"node_provider": "Azure_Sentinel",
"noise_level_db": 12
},
"timestamp": "2026-04-11T18:22:03Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.32,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.63,
"total_execution_ms": 1556
} | {
"fitness_score_update": 0.12,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0083100",
"timestamp": "2026-04-02T09:05:00Z",
"trace_id": "5ef314ac-ca5d-4c11-b46c-ca6719857eab",
"weighted_score": 17.29
} | {
"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": 0.709,
"engine": "nemesis_planner",
"mcts_branches": 948,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.445,
"latency_ms": 77,
"node_provider": "CloudTrail",
"noise_level_db": 26
},
"timestamp": "2026-04-02T09:05:00Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
"noise_penalty": 0.33,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.5,
"total_execution_ms": 7152
} | {
"fitness_score_update": -0.04,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0595549",
"timestamp": "2026-04-08T07:25:49Z",
"trace_id": "91c2a9aa-3cc4-4254-bfb8-af6689800160",
"weighted_score": 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": 0.905,
"engine": "nemesis_planner",
"mcts_branches": 555,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.373,
"latency_ms": 310,
"node_provider": "Local_Syslog",
"noise_level_db": 11
},
"timestamp": "2026-04-08T07:25:49Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.39,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.89,
"total_execution_ms": 7606
} | {
"fitness_score_update": 0.09,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2239490",
"timestamp": "2026-04-27T08:04:50Z",
"trace_id": "98b99431-b438-4665-a0e7-7e8f84bb4faa",
"weighted_score": 76.8
} | {
"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": 0.954,
"engine": "nemesis_planner",
"mcts_branches": 213,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.648,
"latency_ms": 367,
"node_provider": "CloudTrail",
"noise_level_db": 12
},
"timestamp": "2026-04-27T08:04:50Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.01,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.76,
"total_execution_ms": 5964
} | {
"fitness_score_update": 0.4,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1655276",
"timestamp": "2026-04-20T13:47:56Z",
"trace_id": "8a02936c-be87-4619-b8de-3480d42b395c",
"weighted_score": 59.25
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.843,
"engine": "nemesis_planner",
"mcts_branches": 777,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.56,
"latency_ms": 209,
"node_provider": "CloudTrail",
"noise_level_db": 57
},
"timestamp": "2026-04-20T13:47:56Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
"noise_penalty": 0.23,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.67,
"total_execution_ms": 5352
} | {
"fitness_score_update": -0.06,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1567386",
"timestamp": "2026-04-19T13:23:06Z",
"trace_id": "9ed76af2-7ce4-4fc7-bc88-2ac161dbfd15",
"weighted_score": 69.42
} | {
"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": 0.99,
"engine": "nemesis_planner",
"mcts_branches": 579,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.526,
"latency_ms": 243,
"node_provider": "Local_Syslog",
"noise_level_db": 73
},
"timestamp": "2026-04-19T13:23:06Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.28,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.63,
"total_execution_ms": 9910
} | {
"fitness_score_update": -0.05,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0544479",
"timestamp": "2026-04-07T17:14:39Z",
"trace_id": "c302f948-83a6-4025-b575-c39958d44324",
"weighted_score": 39.35
} | {
"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": 0.909,
"engine": "nemesis_planner",
"mcts_branches": 572,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.228,
"latency_ms": 9,
"node_provider": "Local_Syslog",
"noise_level_db": 79
},
"timestamp": "2026-04-07T17:14:39Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compone... | {
"noise_penalty": 0.25,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.71,
"total_execution_ms": 8676
} | {
"fitness_score_update": 0.02,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0864623",
"timestamp": "2026-04-11T10:10:23Z",
"trace_id": "57576a4e-a37a-4d6e-a18d-b7e21e75a261",
"weighted_score": 33.5
} | {
"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": 0.804,
"engine": "nemesis_planner",
"mcts_branches": 471,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.143,
"latency_ms": 7,
"node_provider": "Local_Syslog",
"noise_level_db": 66
},
"timestamp": "2026-04-11T10:10:23Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.1,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.94,
"total_execution_ms": 5742
} | {
"fitness_score_update": -0.06,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0764178",
"timestamp": "2026-04-10T06:16:18Z",
"trace_id": "8c564800-7812-42c7-99e8-2ad6554c0a14",
"weighted_score": 22.71
} | {
"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": 0.932,
"engine": "nemesis_planner",
"mcts_branches": 321,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.433,
"latency_ms": 25,
"node_provider": "CrowdStrike",
"noise_level_db": 70
},
"timestamp": "2026-04-10T06:16:18Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"comp... | {
"noise_penalty": 0.03,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.85,
"total_execution_ms": 8698
} | {
"fitness_score_update": 0.01,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0443042",
"timestamp": "2026-04-06T13:04:02Z",
"trace_id": "1810d44d-6b10-4e36-a8be-c9b8a1d5c8c3",
"weighted_score": 98.82
} | {
"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": 0.877,
"engine": "nemesis_planner",
"mcts_branches": 226,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.133,
"latency_ms": 53,
"node_provider": "Local_Syslog",
"noise_level_db": 75
},
"timestamp": "2026-04-06T13:04:02Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compone... | {
"noise_penalty": 0.3,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.73,
"total_execution_ms": 4948
} | {
"fitness_score_update": 0.23,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1402738",
"timestamp": "2026-04-17T15:38:58Z",
"trace_id": "2fda9d4d-0988-4d93-bead-ed15b5e8773f",
"weighted_score": 58.99
} | {
"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": 834,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.568,
"latency_ms": 463,
"node_provider": "CloudTrail",
"noise_level_db": 35
},
"timestamp": "2026-04-17T15:38:58Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
"noise_penalty": 0.12,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.92,
"total_execution_ms": 5213
} | {
"fitness_score_update": 0.35,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2200269",
"timestamp": "2026-04-26T21:11:09Z",
"trace_id": "6821063d-62c7-4859-89ca-130c8e2535b8",
"weighted_score": 81.93
} | {
"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": 0.809,
"engine": "nemesis_planner",
"mcts_branches": 608,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.887,
"latency_ms": 482,
"node_provider": "CrowdStrike",
"noise_level_db": 54
},
"timestamp": "2026-04-26T21:11:09Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"comp... | {
"noise_penalty": 0.12,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.94,
"total_execution_ms": 9929
} | {
"fitness_score_update": 0.43,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1271988",
"timestamp": "2026-04-16T03:19:48Z",
"trace_id": "5dc89aa8-ba4d-4861-9b5c-8fe8cf196264",
"weighted_score": 79.85
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.909,
"engine": "nemesis_planner",
"mcts_branches": 421,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.506,
"latency_ms": 72,
"node_provider": "CloudTrail",
"noise_level_db": 80
},
"timestamp": "2026-04-16T03:19:48Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"componen... | {
"noise_penalty": 0.11,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.64,
"total_execution_ms": 1540
} | {
"fitness_score_update": 0.1,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0504740",
"timestamp": "2026-04-07T06:12:20Z",
"trace_id": "4d549e8e-e2a4-4cb3-9cb7-1ca0552b0211",
"weighted_score": 64.52
} | {
"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": 0.788,
"engine": "nemesis_planner",
"mcts_branches": 136,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.291,
"latency_ms": 432,
"node_provider": "Azure_Sentinel",
"noise_level_db": 53
},
"timestamp": "2026-04-07T06:12:20Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"comp... | {
"noise_penalty": 0.43,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.71,
"total_execution_ms": 7011
} | {
"fitness_score_update": 0.12,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1751857",
"timestamp": "2026-04-21T16:37:37Z",
"trace_id": "3088a331-a69c-4654-a384-2cc87d7f209e",
"weighted_score": 13.63
} | {
"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": 0.86,
"engine": "nemesis_planner",
"mcts_branches": 365,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.929,
"latency_ms": 276,
"node_provider": "CrowdStrike",
"noise_level_db": 71
},
"timestamp": "2026-04-21T16:37:37Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.05,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.9,
"total_execution_ms": 1756
} | {
"fitness_score_update": -0.09,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0580956",
"timestamp": "2026-04-08T03:22:36Z",
"trace_id": "d26e9e53-8c9a-48e5-904a-ed44ada77241",
"weighted_score": 69.93
} | {
"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": 0.812,
"engine": "nemesis_planner",
"mcts_branches": 421,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.86,
"latency_ms": 416,
"node_provider": "CloudTrail",
"noise_level_db": 40
},
"timestamp": "2026-04-08T03:22:36Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "NE... | {
"noise_penalty": 0.07,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.95,
"total_execution_ms": 4233
} | {
"fitness_score_update": 0.26,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1080314",
"timestamp": "2026-04-13T22:05:14Z",
"trace_id": "a7581230-18ac-421a-bebf-ee71afc40784",
"weighted_score": 28.82
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.866,
"engine": "nemesis_planner",
"mcts_branches": 819,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.69,
"latency_ms": 262,
"node_provider": "Local_Syslog",
"noise_level_db": 49
},
"timestamp": "2026-04-13T22:05:14Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.08,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.58,
"total_execution_ms": 7245
} | {
"fitness_score_update": 0.18,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2302232",
"timestamp": "2026-04-28T01:30:32Z",
"trace_id": "bd7f5635-c956-4246-8b5e-3d19286f4874",
"weighted_score": 94.79
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.883,
"engine": "nemesis_planner",
"mcts_branches": 666,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.537,
"latency_ms": 414,
"node_provider": "CrowdStrike",
"noise_level_db": 69
},
"timestamp": "2026-04-28T01:30:32Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
"noise_penalty": 0.35,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.42,
"total_execution_ms": 7286
} | {
"fitness_score_update": 0.04,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0721576",
"timestamp": "2026-04-09T18:26:16Z",
"trace_id": "8f4e9194-67ae-48e7-a997-78c60b76334c",
"weighted_score": 12.39
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.841,
"engine": "nemesis_planner",
"mcts_branches": 125,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.399,
"latency_ms": 49,
"node_provider": "CloudTrail",
"noise_level_db": 56
},
"timestamp": "2026-04-09T18:26:16Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component":... | {
"noise_penalty": 0.35,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.72,
"total_execution_ms": 9479
} | {
"fitness_score_update": 0.09,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1650122",
"timestamp": "2026-04-20T12:22:02Z",
"trace_id": "2dd0a601-a822-479d-beaa-5ce1abca980d",
"weighted_score": 44.88
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.864,
"engine": "nemesis_planner",
"mcts_branches": 656,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.598,
"latency_ms": 399,
"node_provider": "Azure_Sentinel",
"noise_level_db": 78
},
"timestamp": "2026-04-20T12:22:02Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
"noise_penalty": 0.21,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.96,
"total_execution_ms": 6138
} | {
"fitness_score_update": -0.1,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0224158",
"timestamp": "2026-04-04T00:15:58Z",
"trace_id": "79009c01-2934-4a82-bc86-648e4471366f",
"weighted_score": 34.18
} | {
"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": 0.886,
"engine": "nemesis_planner",
"mcts_branches": 141,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.705,
"latency_ms": 137,
"node_provider": "Azure_Sentinel",
"noise_level_db": 38
},
"timestamp": "2026-04-04T00:15:58Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
"noise_penalty": 0.5,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 1,
"total_execution_ms": 2487
} | {
"fitness_score_update": 0.01,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1839422",
"timestamp": "2026-04-22T16:57:02Z",
"trace_id": "cb13d36f-030f-4cde-9fdc-40cb0780b903",
"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"
} | {
"confidence_score": 0.742,
"engine": "nemesis_planner",
"mcts_branches": 993,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.829,
"latency_ms": 366,
"node_provider": "CrowdStrike",
"noise_level_db": 74
},
"timestamp": "2026-04-22T16:57:02Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"co... | {
"noise_penalty": 0.17,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.59,
"total_execution_ms": 1680
} | {
"fitness_score_update": 0.16,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1762990",
"timestamp": "2026-04-21T19:43:10Z",
"trace_id": "9f935ef4-5e3c-46a1-9912-e755988bf1a5",
"weighted_score": 54.08
} | {
"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": 0.943,
"engine": "nemesis_planner",
"mcts_branches": 877,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.321,
"latency_ms": 492,
"node_provider": "CloudTrail",
"noise_level_db": 40
},
"timestamp": "2026-04-21T19:43:10Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
"noise_penalty": 0.48,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.64,
"total_execution_ms": 1007
} | {
"fitness_score_update": -0.05,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1270874",
"timestamp": "2026-04-16T03:01:14Z",
"trace_id": "ae5cc931-4446-43b6-8d4d-5f09ea69d36c",
"weighted_score": 19.67
} | {
"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": 0.75,
"engine": "nemesis_planner",
"mcts_branches": 258,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.492,
"latency_ms": 29,
"node_provider": "Azure_Sentinel",
"noise_level_db": 10
},
"timestamp": "2026-04-16T03:01:14Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"... | {
"noise_penalty": 0.02,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.82,
"total_execution_ms": 4283
} | {
"fitness_score_update": 0.09,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0607296",
"timestamp": "2026-04-08T10:41:36Z",
"trace_id": "0403f1ec-55e1-4cfd-acfd-b61c3d81c5bb",
"weighted_score": 35.73
} | {
"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"
} | {
"confidence_score": 0.83,
"engine": "nemesis_planner",
"mcts_branches": 998,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.455,
"latency_ms": 490,
"node_provider": "CloudTrail",
"noise_level_db": 21
},
"timestamp": "2026-04-08T10:41:36Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
"noise_penalty": 0.4,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.62,
"total_execution_ms": 8220
} | {
"fitness_score_update": 0.25,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0877092",
"timestamp": "2026-04-11T13:38:12Z",
"trace_id": "66d3a34b-dafb-4ab2-8144-b5c151b1a002",
"weighted_score": 12.34
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.903,
"engine": "nemesis_planner",
"mcts_branches": 859,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.814,
"latency_ms": 307,
"node_provider": "CloudTrail",
"noise_level_db": 71
},
"timestamp": "2026-04-11T13:38:12Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.05,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.72,
"total_execution_ms": 4142
} | {
"fitness_score_update": 0.49,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0543026",
"timestamp": "2026-04-07T16:50:26Z",
"trace_id": "4148bdfe-8768-49e1-8c51-e825825236a2",
"weighted_score": 97.9
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.727,
"engine": "nemesis_planner",
"mcts_branches": 670,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.275,
"latency_ms": 179,
"node_provider": "Local_Syslog",
"noise_level_db": 13
},
"timestamp": "2026-04-07T16:50:26Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.17,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.74,
"total_execution_ms": 2390
} | {
"fitness_score_update": 0.16,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1978068",
"timestamp": "2026-04-24T07:27:48Z",
"trace_id": "71e01030-cd81-4f76-8761-e1b11377aae0",
"weighted_score": 49.2
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.747,
"engine": "nemesis_planner",
"mcts_branches": 464,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.358,
"latency_ms": 401,
"node_provider": "Azure_Sentinel",
"noise_level_db": 20
},
"timestamp": "2026-04-24T07:27:48Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compon... | {
"noise_penalty": 0.1,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.55,
"total_execution_ms": 2648
} | {
"fitness_score_update": 0.47,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1140857",
"timestamp": "2026-04-14T14:54:17Z",
"trace_id": "989f8eb7-5904-46d5-9b68-16305899bedb",
"weighted_score": 98.55
} | {
"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": 0.715,
"engine": "nemesis_planner",
"mcts_branches": 435,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.807,
"latency_ms": 290,
"node_provider": "CrowdStrike",
"noise_level_db": 79
},
"timestamp": "2026-04-14T14:54:17Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
"noise_penalty": 0.01,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.84,
"total_execution_ms": 3527
} | {
"fitness_score_update": 0.29,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0943077",
"timestamp": "2026-04-12T07:57:57Z",
"trace_id": "ad76a808-e298-42d5-bf1c-5163ce5c1c9c",
"weighted_score": 13.08
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.932,
"engine": "nemesis_planner",
"mcts_branches": 349,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.329,
"latency_ms": 196,
"node_provider": "CrowdStrike",
"noise_level_db": 57
},
"timestamp": "2026-04-12T07:57:57Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compon... | {
"noise_penalty": 0.31,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.66,
"total_execution_ms": 8930
} | {
"fitness_score_update": 0.32,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1361658",
"timestamp": "2026-04-17T04:14:18Z",
"trace_id": "3e1f4aa9-ee3f-4651-8ddf-6b4aa511d5c6",
"weighted_score": 14.1
} | {
"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": 0.936,
"engine": "nemesis_planner",
"mcts_branches": 502,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.405,
"latency_ms": 498,
"node_provider": "CrowdStrike",
"noise_level_db": 70
},
"timestamp": "2026-04-17T04:14:18Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
"noise_penalty": 0.22,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.95,
"total_execution_ms": 8086
} | {
"fitness_score_update": 0.22,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1322919",
"timestamp": "2026-04-16T17:28:39Z",
"trace_id": "a1a516c0-f903-4530-88fd-65bf544b891a",
"weighted_score": 31.93
} | {
"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": 0.706,
"engine": "nemesis_planner",
"mcts_branches": 435,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.396,
"latency_ms": 463,
"node_provider": "Local_Syslog",
"noise_level_db": 62
},
"timestamp": "2026-04-16T17:28:39Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
"noise_penalty": 0.18,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.95,
"total_execution_ms": 4373
} | {
"fitness_score_update": 0.32,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0916429",
"timestamp": "2026-04-12T00:33:49Z",
"trace_id": "0c10ece6-2577-4d89-8d05-849dfda1fdfd",
"weighted_score": 33.72
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.794,
"engine": "nemesis_planner",
"mcts_branches": 340,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.229,
"latency_ms": 275,
"node_provider": "Local_Syslog",
"noise_level_db": 11
},
"timestamp": "2026-04-12T00:33:49Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.29,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.97,
"total_execution_ms": 7981
} | {
"fitness_score_update": 0.01,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1239646",
"timestamp": "2026-04-15T18:20:46Z",
"trace_id": "faea89dd-799a-453d-ab2b-807e45981229",
"weighted_score": 90.2
} | {
"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": 486,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.989,
"latency_ms": 10,
"node_provider": "Local_Syslog",
"noise_level_db": 17
},
"timestamp": "2026-04-15T18:20:46Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"comp... | {
"noise_penalty": 0.1,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.61,
"total_execution_ms": 4878
} | {
"fitness_score_update": 0.28,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1949257",
"timestamp": "2026-04-23T23:27:37Z",
"trace_id": "3594d874-8294-4222-93bb-becaef4ed7c4",
"weighted_score": 63.43
} | {
"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": 0.987,
"engine": "nemesis_planner",
"mcts_branches": 486,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.406,
"latency_ms": 370,
"node_provider": "CrowdStrike",
"noise_level_db": 21
},
"timestamp": "2026-04-23T23:27:37Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
"noise_penalty": 0.11,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.74,
"total_execution_ms": 5777
} | {
"fitness_score_update": 0.22,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1364061",
"timestamp": "2026-04-17T04:54:21Z",
"trace_id": "0eaaed3c-bddb-457f-bd94-66ce5eca4432",
"weighted_score": 21.64
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.953,
"engine": "nemesis_planner",
"mcts_branches": 365,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.878,
"latency_ms": 450,
"node_provider": "CloudTrail",
"noise_level_db": 48
},
"timestamp": "2026-04-17T04:54:21Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compon... | {
"noise_penalty": 0.12,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.95,
"total_execution_ms": 1068
} | {
"fitness_score_update": 0.2,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1963578",
"timestamp": "2026-04-24T03:26:18Z",
"trace_id": "ecc905fb-98f6-4589-8203-c1d343ca5aa5",
"weighted_score": 70.34
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.797,
"engine": "nemesis_planner",
"mcts_branches": 861,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.871,
"latency_ms": 373,
"node_provider": "CrowdStrike",
"noise_level_db": 46
},
"timestamp": "2026-04-24T03:26:18Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
"noise_penalty": 0.27,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.54,
"total_execution_ms": 1020
} | {
"fitness_score_update": 0.18,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2234150",
"timestamp": "2026-04-27T06:35:50Z",
"trace_id": "22050915-c96f-4464-a7a5-19f250bd28b8",
"weighted_score": 23.85
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.717,
"engine": "nemesis_planner",
"mcts_branches": 785,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.227,
"latency_ms": 419,
"node_provider": "CloudTrail",
"noise_level_db": 14
},
"timestamp": "2026-04-27T06:35:50Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compon... | {
"noise_penalty": 0.48,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.84,
"total_execution_ms": 1082
} | {
"fitness_score_update": 0.13,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0803571",
"timestamp": "2026-04-10T17:12:51Z",
"trace_id": "a876b92f-c3f1-4f39-b967-4abb57e8ecb3",
"weighted_score": 73.02
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.815,
"engine": "nemesis_planner",
"mcts_branches": 546,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.552,
"latency_ms": 302,
"node_provider": "CloudTrail",
"noise_level_db": 63
},
"timestamp": "2026-04-10T17:12:51Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
"noise_penalty": 0.26,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.46,
"total_execution_ms": 2121
} | {
"fitness_score_update": 0.12,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2002166",
"timestamp": "2026-04-24T14:09:26Z",
"trace_id": "2287f541-cafd-48cc-8ebe-4c44ba48f904",
"weighted_score": 55.42
} | {
"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": 0.934,
"engine": "nemesis_planner",
"mcts_branches": 620,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.328,
"latency_ms": 150,
"node_provider": "CrowdStrike",
"noise_level_db": 13
},
"timestamp": "2026-04-24T14:09:26Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
"noise_penalty": 0.14,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.85,
"total_execution_ms": 5094
} | {
"fitness_score_update": 0.11,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1272770",
"timestamp": "2026-04-16T03:32:50Z",
"trace_id": "5a475616-8e63-46e3-b1c3-07366dd19b4b",
"weighted_score": 15.76
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.77,
"engine": "nemesis_planner",
"mcts_branches": 220,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.721,
"latency_ms": 86,
"node_provider": "CloudTrail",
"noise_level_db": 61
},
"timestamp": "2026-04-16T03:32:50Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "NE... | {
"noise_penalty": 0.12,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.54,
"total_execution_ms": 9556
} | {
"fitness_score_update": 0.17,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1402815",
"timestamp": "2026-04-17T15:40:15Z",
"trace_id": "932b76ee-b322-41e2-9ac9-ed4583102d66",
"weighted_score": 17.05
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.838,
"engine": "nemesis_planner",
"mcts_branches": 320,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.328,
"latency_ms": 449,
"node_provider": "CrowdStrike",
"noise_level_db": 26
},
"timestamp": "2026-04-17T15:40:15Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.33,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.86,
"total_execution_ms": 6181
} | {
"fitness_score_update": 0.18,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2403389",
"timestamp": "2026-04-29T05:36:29Z",
"trace_id": "023926d4-6230-493e-8fca-5903ac3d5c80",
"weighted_score": 31.68
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.719,
"engine": "nemesis_planner",
"mcts_branches": 686,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.792,
"latency_ms": 134,
"node_provider": "CloudTrail",
"noise_level_db": 62
},
"timestamp": "2026-04-29T05:36:29Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"... | {
"noise_penalty": 0.06,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.52,
"total_execution_ms": 2158
} | {
"fitness_score_update": 0.3,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1409190",
"timestamp": "2026-04-17T17:26:30Z",
"trace_id": "dfe9f16e-7c2c-4cc3-9c3a-4acd9250291c",
"weighted_score": 52.86
} | {
"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": 0.837,
"engine": "nemesis_planner",
"mcts_branches": 894,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.921,
"latency_ms": 251,
"node_provider": "CrowdStrike",
"noise_level_db": 51
},
"timestamp": "2026-04-17T17:26:30Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compone... | {
"noise_penalty": 0.08,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.87,
"total_execution_ms": 9313
} | {
"fitness_score_update": 0.23,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2386901",
"timestamp": "2026-04-29T01:01:41Z",
"trace_id": "8c245029-973f-4afe-9421-f499256c1653",
"weighted_score": 18.03
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.919,
"engine": "nemesis_planner",
"mcts_branches": 619,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.76,
"latency_ms": 319,
"node_provider": "CrowdStrike",
"noise_level_db": 66
},
"timestamp": "2026-04-29T01:01:41Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
"noise_penalty": 0.35,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.53,
"total_execution_ms": 5716
} | {
"fitness_score_update": 0.23,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1000974",
"timestamp": "2026-04-13T00:02:54Z",
"trace_id": "2c0ae75c-86c0-4812-bf3c-c948fb000580",
"weighted_score": 17.35
} | {
"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": 0.725,
"engine": "nemesis_planner",
"mcts_branches": 684,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.861,
"latency_ms": 365,
"node_provider": "CloudTrail",
"noise_level_db": 47
},
"timestamp": "2026-04-13T00:02:54Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
"noise_penalty": 0.05,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.59,
"total_execution_ms": 5253
} | {
"fitness_score_update": 0.15,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1692061",
"timestamp": "2026-04-21T00:01:01Z",
"trace_id": "f0a7c426-102d-4edf-b02d-f131211d8bb9",
"weighted_score": 64.65
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.927,
"engine": "nemesis_planner",
"mcts_branches": 185,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.327,
"latency_ms": 363,
"node_provider": "Local_Syslog",
"noise_level_db": 46
},
"timestamp": "2026-04-21T00:01:01Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compon... | {
"noise_penalty": 0.33,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.61,
"total_execution_ms": 1257
} | {
"fitness_score_update": 0.03,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0224113",
"timestamp": "2026-04-04T00:15:13Z",
"trace_id": "58768f96-770e-44ab-a1a3-a6ae452bbd76",
"weighted_score": 44.58
} | {
"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": 0.783,
"engine": "nemesis_planner",
"mcts_branches": 351,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.845,
"latency_ms": 250,
"node_provider": "Local_Syslog",
"noise_level_db": 43
},
"timestamp": "2026-04-04T00:15:13Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.41,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.86,
"total_execution_ms": 3367
} | {
"fitness_score_update": 0.04,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0660422",
"timestamp": "2026-04-09T01:27:02Z",
"trace_id": "91b3fd64-bdd2-4542-9d1b-9a2428467f9b",
"weighted_score": 77.29
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.724,
"engine": "nemesis_planner",
"mcts_branches": 255,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.144,
"latency_ms": 62,
"node_provider": "Azure_Sentinel",
"noise_level_db": 21
},
"timestamp": "2026-04-09T01:27:02Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"comp... | {
"noise_penalty": 0.3,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.85,
"total_execution_ms": 2975
} | {
"fitness_score_update": 0.09,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1567034",
"timestamp": "2026-04-19T13:17:14Z",
"trace_id": "8aee37ac-b766-484f-9cd5-9d7a4b47f552",
"weighted_score": 58.18
} | {
"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": 0.778,
"engine": "nemesis_planner",
"mcts_branches": 396,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.521,
"latency_ms": 343,
"node_provider": "Local_Syslog",
"noise_level_db": 12
},
"timestamp": "2026-04-19T13:17:14Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.47,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.82,
"total_execution_ms": 8835
} | {
"fitness_score_update": -0.05,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1639813",
"timestamp": "2026-04-20T09:30:13Z",
"trace_id": "abc732bf-259d-4849-840d-8f386ebf4898",
"weighted_score": 10.31
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.873,
"engine": "nemesis_planner",
"mcts_branches": 436,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.761,
"latency_ms": 102,
"node_provider": "Local_Syslog",
"noise_level_db": 75
},
"timestamp": "2026-04-20T09:30:13Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.61,
"total_execution_ms": 3985
} | {
"fitness_score_update": 0.32,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1228728",
"timestamp": "2026-04-15T15:18:48Z",
"trace_id": "e30bf022-5c92-4645-93ce-f46f6531bbc2",
"weighted_score": 15.74
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.832,
"engine": "nemesis_planner",
"mcts_branches": 739,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.937,
"latency_ms": 240,
"node_provider": "CloudTrail",
"noise_level_db": 73
},
"timestamp": "2026-04-15T15:18:48Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.46,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.8,
"total_execution_ms": 1108
} | {
"fitness_score_update": 0.16,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1803025",
"timestamp": "2026-04-22T06:50:25Z",
"trace_id": "1b5c10cf-3e29-4e48-a4d9-3294e95165e3",
"weighted_score": 46.13
} | {
"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": 0.911,
"engine": "nemesis_planner",
"mcts_branches": 562,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.566,
"latency_ms": 147,
"node_provider": "CloudTrail",
"noise_level_db": 30
},
"timestamp": "2026-04-22T06:50:25Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.35,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.58,
"total_execution_ms": 4625
} | {
"fitness_score_update": 0.43,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1666582",
"timestamp": "2026-04-20T16:56:22Z",
"trace_id": "ba62d87e-ddba-456b-8b59-7b79be925017",
"weighted_score": 44.93
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.876,
"engine": "nemesis_planner",
"mcts_branches": 994,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.22,
"latency_ms": 435,
"node_provider": "Azure_Sentinel",
"noise_level_db": 45
},
"timestamp": "2026-04-20T16:56:22Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"c... | {
"noise_penalty": 0.41,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.78,
"total_execution_ms": 2668
} | {
"fitness_score_update": 0.22,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0430325",
"timestamp": "2026-04-06T09:32:05Z",
"trace_id": "c6d5a3ab-14bb-4423-a567-43ab45498f71",
"weighted_score": 40.49
} | {
"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": 0.838,
"engine": "nemesis_planner",
"mcts_branches": 662,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.576,
"latency_ms": 412,
"node_provider": "CloudTrail",
"noise_level_db": 69
},
"timestamp": "2026-04-06T09:32:05Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.11,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.85,
"total_execution_ms": 7675
} | {
"fitness_score_update": -0.1,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1238816",
"timestamp": "2026-04-15T18:06:56Z",
"trace_id": "fa31dad5-1161-4055-806f-1b254ebb4aeb",
"weighted_score": 51.83
} | {
"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": 0.796,
"engine": "nemesis_planner",
"mcts_branches": 843,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.929,
"latency_ms": 141,
"node_provider": "CloudTrail",
"noise_level_db": 29
},
"timestamp": "2026-04-15T18:06:56Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
"noise_penalty": 0.34,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.79,
"total_execution_ms": 7741
} | {
"fitness_score_update": 0.23,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0337659",
"timestamp": "2026-04-05T07:47:39Z",
"trace_id": "7cb3e28a-be8e-4bff-8a49-7c04f46d147d",
"weighted_score": 31.52
} | {
"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": 0.79,
"engine": "nemesis_planner",
"mcts_branches": 986,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.174,
"latency_ms": 346,
"node_provider": "Local_Syslog",
"noise_level_db": 66
},
"timestamp": "2026-04-05T07:47:39Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.19,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.96,
"total_execution_ms": 9935
} | {
"fitness_score_update": 0.39,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1771815",
"timestamp": "2026-04-21T22:10:15Z",
"trace_id": "b51743f7-b634-40ca-a7ac-9633e3e6d083",
"weighted_score": 35.37
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.802,
"engine": "nemesis_planner",
"mcts_branches": 107,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.967,
"latency_ms": 207,
"node_provider": "CloudTrail",
"noise_level_db": 56
},
"timestamp": "2026-04-21T22:10:15Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
"noise_penalty": 0.24,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.59,
"total_execution_ms": 2336
} | {
"fitness_score_update": 0.42,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1730398",
"timestamp": "2026-04-21T10:39:58Z",
"trace_id": "1e40915a-e35a-4e6a-a0fa-4b9a5cdaa1e5",
"weighted_score": 13.08
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.95,
"engine": "nemesis_planner",
"mcts_branches": 297,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.864,
"latency_ms": 151,
"node_provider": "Azure_Sentinel",
"noise_level_db": 28
},
"timestamp": "2026-04-21T10:39:58Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"com... | {
"noise_penalty": 0.48,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.71,
"total_execution_ms": 3381
} | {
"fitness_score_update": 0.42,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1141392",
"timestamp": "2026-04-14T15:03:12Z",
"trace_id": "46b0c3e9-ff7e-43e7-98af-628dc72657a1",
"weighted_score": 10.2
} | {
"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": 0.746,
"engine": "nemesis_planner",
"mcts_branches": 213,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.766,
"latency_ms": 378,
"node_provider": "CloudTrail",
"noise_level_db": 34
},
"timestamp": "2026-04-14T15:03:12Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.39,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.83,
"total_execution_ms": 4281
} | {
"fitness_score_update": -0.09,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2238398",
"timestamp": "2026-04-27T07:46:38Z",
"trace_id": "6730cb72-640e-478f-a174-acdd87357115",
"weighted_score": 78.95
} | {
"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": 0.773,
"engine": "nemesis_planner",
"mcts_branches": 145,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.832,
"latency_ms": 53,
"node_provider": "Local_Syslog",
"noise_level_db": 22
},
"timestamp": "2026-04-27T07:46:38Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.23,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.94,
"total_execution_ms": 7221
} | {
"fitness_score_update": 0.48,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1569391",
"timestamp": "2026-04-19T13:56:31Z",
"trace_id": "0b1608ce-a629-487c-b3a1-6428b25e45aa",
"weighted_score": 18.99
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.799,
"engine": "nemesis_planner",
"mcts_branches": 506,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.565,
"latency_ms": 360,
"node_provider": "Local_Syslog",
"noise_level_db": 54
},
"timestamp": "2026-04-19T13:56:31Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.16,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.52,
"total_execution_ms": 4209
} | {
"fitness_score_update": -0.05,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0130219",
"timestamp": "2026-04-02T22:10:19Z",
"trace_id": "2aa7b9f5-0d62-40a0-bb22-8e612a416e82",
"weighted_score": 78.52
} | {
"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": 0.746,
"engine": "nemesis_planner",
"mcts_branches": 204,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.98,
"latency_ms": 269,
"node_provider": "CloudTrail",
"noise_level_db": 12
},
"timestamp": "2026-04-02T22:10:19Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"componen... | {
"noise_penalty": 0.36,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.78,
"total_execution_ms": 2677
} | {
"fitness_score_update": 0.24,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2241276",
"timestamp": "2026-04-27T08:34:36Z",
"trace_id": "03ae0597-b952-422d-925e-b3ba7566fcbd",
"weighted_score": 84.77
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.934,
"engine": "nemesis_planner",
"mcts_branches": 185,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.587,
"latency_ms": 447,
"node_provider": "Azure_Sentinel",
"noise_level_db": 47
},
"timestamp": "2026-04-27T08:34:36Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
"noise_penalty": 0.03,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.97,
"total_execution_ms": 5051
} | {
"fitness_score_update": 0.28,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0408533",
"timestamp": "2026-04-06T03:28:53Z",
"trace_id": "d408989b-9c63-4b9b-ad92-f2d905b7bddf",
"weighted_score": 41.03
} | {
"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": 0.79,
"engine": "nemesis_planner",
"mcts_branches": 585,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.377,
"latency_ms": 186,
"node_provider": "Local_Syslog",
"noise_level_db": 78
},
"timestamp": "2026-04-06T03:28:53Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"comp... | {
"noise_penalty": 0.3,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.8,
"total_execution_ms": 9886
} | {
"fitness_score_update": 0.23,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1124975",
"timestamp": "2026-04-14T10:29:35Z",
"trace_id": "12fd7b75-f52e-4579-939d-afdf8235b383",
"weighted_score": 38.97
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.935,
"engine": "nemesis_planner",
"mcts_branches": 144,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.984,
"latency_ms": 162,
"node_provider": "CloudTrail",
"noise_level_db": 39
},
"timestamp": "2026-04-14T10:29:35Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
"noise_penalty": 0.28,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.74,
"total_execution_ms": 1605
} | {
"fitness_score_update": 0.12,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1926035",
"timestamp": "2026-04-23T17:00:35Z",
"trace_id": "1d4fd942-712a-4873-a9fb-e8b26c7cb6ae",
"weighted_score": 96.83
} | {
"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": 0.777,
"engine": "nemesis_planner",
"mcts_branches": 620,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.788,
"latency_ms": 429,
"node_provider": "Local_Syslog",
"noise_level_db": 23
},
"timestamp": "2026-04-23T17:00:35Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.23,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.83,
"total_execution_ms": 5158
} | {
"fitness_score_update": 0.18,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2168843",
"timestamp": "2026-04-26T12:27:23Z",
"trace_id": "72f723ae-ef22-4279-889c-cc7cc0831445",
"weighted_score": 76.47
} | {
"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": 0.962,
"engine": "nemesis_planner",
"mcts_branches": 271,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.324,
"latency_ms": 279,
"node_provider": "Azure_Sentinel",
"noise_level_db": 69
},
"timestamp": "2026-04-26T12:27:23Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"comp... | {
"noise_penalty": 0.17,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.43,
"total_execution_ms": 6986
} | {
"fitness_score_update": -0.03,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0175648",
"timestamp": "2026-04-03T10:47:28Z",
"trace_id": "fc58390a-21fc-44e8-b246-24ad19011397",
"weighted_score": 90.53
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.929,
"engine": "nemesis_planner",
"mcts_branches": 110,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.956,
"latency_ms": 234,
"node_provider": "CrowdStrike",
"noise_level_db": 51
},
"timestamp": "2026-04-03T10:47:28Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.35,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.99,
"total_execution_ms": 3567
} | {
"fitness_score_update": 0.45,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1964189",
"timestamp": "2026-04-24T03:36:29Z",
"trace_id": "f814a854-2a00-43fa-b1d8-d4720eba7f20",
"weighted_score": 75.87
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.746,
"engine": "nemesis_planner",
"mcts_branches": 813,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.462,
"latency_ms": 408,
"node_provider": "CrowdStrike",
"noise_level_db": 20
},
"timestamp": "2026-04-24T03:36:29Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compone... | {
"noise_penalty": 0.31,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.69,
"total_execution_ms": 6250
} | {
"fitness_score_update": 0.47,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2424663",
"timestamp": "2026-04-29T11:31:03Z",
"trace_id": "be95dc19-5fa2-4bf8-9423-3926db49b11b",
"weighted_score": 94.21
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.857,
"engine": "nemesis_planner",
"mcts_branches": 922,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.749,
"latency_ms": 322,
"node_provider": "CrowdStrike",
"noise_level_db": 80
},
"timestamp": "2026-04-29T11:31:03Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
"noise_penalty": 0.33,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.8,
"total_execution_ms": 8273
} | {
"fitness_score_update": 0.23,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1109846",
"timestamp": "2026-04-14T06:17:26Z",
"trace_id": "221266b5-3520-4dd6-bdcd-ac88ce07025f",
"weighted_score": 75.16
} | {
"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": 0.919,
"engine": "nemesis_planner",
"mcts_branches": 352,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.585,
"latency_ms": 33,
"node_provider": "Local_Syslog",
"noise_level_db": 20
},
"timestamp": "2026-04-14T06:17:26Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
"noise_penalty": 0.46,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.4,
"total_execution_ms": 1271
} | {
"fitness_score_update": 0.18,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1959328",
"timestamp": "2026-04-24T02:15:28Z",
"trace_id": "ae513efe-5355-45b5-bb7c-dbde64f2caed",
"weighted_score": 38.4
} | {
"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": 0.924,
"engine": "nemesis_planner",
"mcts_branches": 376,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.639,
"latency_ms": 442,
"node_provider": "Azure_Sentinel",
"noise_level_db": 74
},
"timestamp": "2026-04-24T02:15:28Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
"noise_penalty": 0.36,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.92,
"total_execution_ms": 5512
} | {
"fitness_score_update": 0.17,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1339039",
"timestamp": "2026-04-16T21:57:19Z",
"trace_id": "1f128922-5b9f-4dcc-8243-a329538d9ab0",
"weighted_score": 46.82
} | {
"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": 296,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.309,
"latency_ms": 342,
"node_provider": "Local_Syslog",
"noise_level_db": 52
},
"timestamp": "2026-04-16T21:57:19Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.23,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.88,
"total_execution_ms": 4974
} | {
"fitness_score_update": 0.24,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2458208",
"timestamp": "2026-04-29T20:50:08Z",
"trace_id": "3aca964c-4a08-4eb7-9ead-9aa25f7f27b8",
"weighted_score": 64.08
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.746,
"engine": "nemesis_planner",
"mcts_branches": 393,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.196,
"latency_ms": 266,
"node_provider": "Azure_Sentinel",
"noise_level_db": 55
},
"timestamp": "2026-04-29T20:50:08Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.06,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.48,
"total_execution_ms": 8622
} | {
"fitness_score_update": 0.34,
"parameter_drift": "none"
} | stealth_maintained |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.