schema_version string | event dict | risk_context dict | agent_reasoning dict | correlated_telemetry list | execution_summary dict | genetic_optimizer_feedback dict | decision_outcome string |
|---|---|---|---|---|---|---|---|
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0278887",
"timestamp": "2026-04-04T15:28:07Z",
"trace_id": "ead6abd0-09cb-4b6f-bf87-cc6bfe259f6f",
"weighted_score": 44.81
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.955,
"engine": "nemesis_planner",
"mcts_branches": 253,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.95,
"latency_ms": 192,
"node_provider": "Azure_Sentinel",
"noise_level_db": 56
},
"timestamp": "2026-04-04T15:28:07Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"comp... | {
"noise_penalty": 0.2,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.47,
"total_execution_ms": 6137
} | {
"fitness_score_update": 0.25,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1326353",
"timestamp": "2026-04-16T18:25:53Z",
"trace_id": "406cb8c3-1caf-4717-b4d2-6d114d029108",
"weighted_score": 18.33
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.734,
"engine": "nemesis_planner",
"mcts_branches": 110,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.283,
"latency_ms": 107,
"node_provider": "CrowdStrike",
"noise_level_db": 45
},
"timestamp": "2026-04-16T18:25:53Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
"noise_penalty": 0.28,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.73,
"total_execution_ms": 9403
} | {
"fitness_score_update": 0.09,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1853913",
"timestamp": "2026-04-22T20:58:33Z",
"trace_id": "b544f527-5607-43a3-8f82-e7185d30be8a",
"weighted_score": 29.65
} | {
"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": 0.917,
"engine": "nemesis_planner",
"mcts_branches": 804,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.389,
"latency_ms": 430,
"node_provider": "CrowdStrike",
"noise_level_db": 59
},
"timestamp": "2026-04-22T20:58:33Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"co... | {
"noise_penalty": 0.3,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.46,
"total_execution_ms": 4671
} | {
"fitness_score_update": 0.07,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0771266",
"timestamp": "2026-04-10T08:14:26Z",
"trace_id": "dc3a95c1-b097-4447-bcbd-5f4fd966683a",
"weighted_score": 71.19
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.832,
"engine": "nemesis_planner",
"mcts_branches": 245,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.791,
"latency_ms": 11,
"node_provider": "CrowdStrike",
"noise_level_db": 52
},
"timestamp": "2026-04-10T08:14:26Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.21,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.9,
"total_execution_ms": 2009
} | {
"fitness_score_update": -0.05,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0957927",
"timestamp": "2026-04-12T12:05:27Z",
"trace_id": "51f31835-45ac-4031-a3ea-831580b3c927",
"weighted_score": 93.85
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.957,
"engine": "nemesis_planner",
"mcts_branches": 764,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.26,
"latency_ms": 160,
"node_provider": "Azure_Sentinel",
"noise_level_db": 48
},
"timestamp": "2026-04-12T12:05:27Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compone... | {
"noise_penalty": 0.33,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.64,
"total_execution_ms": 7029
} | {
"fitness_score_update": 0.45,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0176519",
"timestamp": "2026-04-03T11:01:59Z",
"trace_id": "935ef376-91b0-4df3-ac53-6671583e0544",
"weighted_score": 97.74
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.71,
"engine": "nemesis_planner",
"mcts_branches": 475,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.888,
"latency_ms": 8,
"node_provider": "CloudTrail",
"noise_level_db": 64
},
"timestamp": "2026-04-03T11:01:59Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compo... | {
"noise_penalty": 0.16,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.54,
"total_execution_ms": 4828
} | {
"fitness_score_update": 0.25,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1046661",
"timestamp": "2026-04-13T12:44:21Z",
"trace_id": "7dc94ace-b107-48cf-8eef-7b81c4f4e433",
"weighted_score": 47.08
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.917,
"engine": "nemesis_planner",
"mcts_branches": 482,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.261,
"latency_ms": 442,
"node_provider": "Azure_Sentinel",
"noise_level_db": 38
},
"timestamp": "2026-04-13T12:44:21Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"c... | {
"noise_penalty": 0.48,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.58,
"total_execution_ms": 8972
} | {
"fitness_score_update": 0.02,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0887852",
"timestamp": "2026-04-11T16:37:32Z",
"trace_id": "5419f112-4755-4ef6-88d3-7a42e4d4d2a9",
"weighted_score": 38.93
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.856,
"engine": "nemesis_planner",
"mcts_branches": 521,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.511,
"latency_ms": 274,
"node_provider": "Azure_Sentinel",
"noise_level_db": 77
},
"timestamp": "2026-04-11T16:37:32Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
... | {
"noise_penalty": 0.17,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.69,
"total_execution_ms": 5958
} | {
"fitness_score_update": 0.21,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0410335",
"timestamp": "2026-04-06T03:58:55Z",
"trace_id": "06e4778c-a4a8-4259-831d-bb3a467cd9fb",
"weighted_score": 28.52
} | {
"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": 0.717,
"engine": "nemesis_planner",
"mcts_branches": 231,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.632,
"latency_ms": 387,
"node_provider": "CrowdStrike",
"noise_level_db": 28
},
"timestamp": "2026-04-06T03:58:55Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
"noise_penalty": 0.42,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.85,
"total_execution_ms": 7574
} | {
"fitness_score_update": 0.33,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1731759",
"timestamp": "2026-04-21T11:02:39Z",
"trace_id": "32fe7c3c-a62e-4e1a-b549-e2d617b3451f",
"weighted_score": 41.7
} | {
"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": 0.798,
"engine": "nemesis_planner",
"mcts_branches": 135,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.532,
"latency_ms": 151,
"node_provider": "Azure_Sentinel",
"noise_level_db": 32
},
"timestamp": "2026-04-21T11:02:39Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
"noise_penalty": 0.36,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.66,
"total_execution_ms": 2183
} | {
"fitness_score_update": 0.12,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1355782",
"timestamp": "2026-04-17T02:36:22Z",
"trace_id": "a55c9aca-5769-4196-a0c2-44dcddcb8454",
"weighted_score": 74.85
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.81,
"engine": "nemesis_planner",
"mcts_branches": 375,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.739,
"latency_ms": 380,
"node_provider": "Local_Syslog",
"noise_level_db": 47
},
"timestamp": "2026-04-17T02:36:22Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.15,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.94,
"total_execution_ms": 6376
} | {
"fitness_score_update": 0.09,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0372828",
"timestamp": "2026-04-05T17:33:48Z",
"trace_id": "bac03d5a-c627-4dc6-add3-d16690bb9f25",
"weighted_score": 41.81
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.941,
"engine": "nemesis_planner",
"mcts_branches": 234,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.442,
"latency_ms": 255,
"node_provider": "CloudTrail",
"noise_level_db": 15
},
"timestamp": "2026-04-05T17:33:48Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.09,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.44,
"total_execution_ms": 4814
} | {
"fitness_score_update": 0.43,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0961542",
"timestamp": "2026-04-12T13:05:42Z",
"trace_id": "748212a7-172e-407f-a507-6517a93588dc",
"weighted_score": 95.03
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.787,
"engine": "nemesis_planner",
"mcts_branches": 293,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.243,
"latency_ms": 69,
"node_provider": "CrowdStrike",
"noise_level_db": 58
},
"timestamp": "2026-04-12T13:05:42Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.36,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.68,
"total_execution_ms": 6458
} | {
"fitness_score_update": -0.09,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2488041",
"timestamp": "2026-04-30T05:07:21Z",
"trace_id": "536497cf-a1e4-4171-92d9-43c79f856032",
"weighted_score": 14.26
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.703,
"engine": "nemesis_planner",
"mcts_branches": 768,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.116,
"latency_ms": 453,
"node_provider": "CloudTrail",
"noise_level_db": 47
},
"timestamp": "2026-04-30T05:07:21Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compon... | {
"noise_penalty": 0.28,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.46,
"total_execution_ms": 2362
} | {
"fitness_score_update": 0.06,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0237102",
"timestamp": "2026-04-04T03:51:42Z",
"trace_id": "b59d0913-4574-42b6-95e8-cd281deab6f9",
"weighted_score": 49.29
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.749,
"engine": "nemesis_planner",
"mcts_branches": 813,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.69,
"latency_ms": 146,
"node_provider": "Azure_Sentinel",
"noise_level_db": 65
},
"timestamp": "2026-04-04T03:51:42Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"com... | {
"noise_penalty": 0.21,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.55,
"total_execution_ms": 2944
} | {
"fitness_score_update": 0.49,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1613329",
"timestamp": "2026-04-20T02:08:49Z",
"trace_id": "d054f60f-c8f5-4932-877b-0a06f0275249",
"weighted_score": 36.27
} | {
"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": 497,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.232,
"latency_ms": 486,
"node_provider": "CloudTrail",
"noise_level_db": 16
},
"timestamp": "2026-04-20T02:08:49Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.49,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.53,
"total_execution_ms": 6930
} | {
"fitness_score_update": 0,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2276889",
"timestamp": "2026-04-27T18:28:09Z",
"trace_id": "041dda1f-5b64-4353-84df-2b8f6372a186",
"weighted_score": 62.55
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.785,
"engine": "nemesis_planner",
"mcts_branches": 416,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.783,
"latency_ms": 340,
"node_provider": "CrowdStrike",
"noise_level_db": 61
},
"timestamp": "2026-04-27T18:28:09Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
"noise_penalty": 0.23,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.85,
"total_execution_ms": 2604
} | {
"fitness_score_update": 0.12,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2145280",
"timestamp": "2026-04-26T05:54:40Z",
"trace_id": "7257c08b-7354-48b4-8b6e-5478a9335ba7",
"weighted_score": 70.61
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.914,
"engine": "nemesis_planner",
"mcts_branches": 150,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
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"latency_ms": 488,
"node_provider": "Azure_Sentinel",
"noise_level_db": 25
},
"timestamp": "2026-04-26T05:54:40Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.4,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.82,
"total_execution_ms": 9085
} | {
"fitness_score_update": 0.45,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0450228",
"timestamp": "2026-04-06T15:03:48Z",
"trace_id": "13caafab-fde8-46d6-9896-16ac6492dc2c",
"weighted_score": 11.47
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.764,
"engine": "nemesis_planner",
"mcts_branches": 162,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"telemetry": {
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"node_provider": "Azure_Sentinel",
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},
"timestamp": "2026-04-06T15:03:48Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"com... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.88,
"total_execution_ms": 9815
} | {
"fitness_score_update": -0.09,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0501710",
"timestamp": "2026-04-07T05:21:50Z",
"trace_id": "c8a41ed5-b03a-4fa4-8fd4-203370915cd3",
"weighted_score": 58.36
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.767,
"engine": "nemesis_planner",
"mcts_branches": 396,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-07T05:21:50Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.88,
"total_execution_ms": 3048
} | {
"fitness_score_update": 0.21,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2437040",
"timestamp": "2026-04-29T14:57:20Z",
"trace_id": "c041e1ec-1be1-4b79-b936-c04989b24932",
"weighted_score": 60.31
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.71,
"engine": "nemesis_planner",
"mcts_branches": 445,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
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"node_provider": "Local_Syslog",
"noise_level_db": 11
},
"timestamp": "2026-04-29T14:57:20Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"comp... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.75,
"total_execution_ms": 9406
} | {
"fitness_score_update": 0.01,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1806162",
"timestamp": "2026-04-22T07:42:42Z",
"trace_id": "87c5057b-dd69-47b7-ac8a-e305e6965595",
"weighted_score": 62.32
} | {
"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": 0.789,
"engine": "nemesis_planner",
"mcts_branches": 512,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-22T07:42:42Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.7,
"total_execution_ms": 4577
} | {
"fitness_score_update": 0.01,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0536414",
"timestamp": "2026-04-07T15:00:14Z",
"trace_id": "7f95a32b-1bbc-46c5-a1d9-dc19522f2d03",
"weighted_score": 84.83
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.855,
"engine": "nemesis_planner",
"mcts_branches": 424,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "CloudTrail",
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},
"timestamp": "2026-04-07T15:00:14Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component": ... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.97,
"total_execution_ms": 7492
} | {
"fitness_score_update": 0.18,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0148082",
"timestamp": "2026-04-03T03:08:02Z",
"trace_id": "d3efbec5-772c-4e84-ab06-4944e3171fb3",
"weighted_score": 14.18
} | {
"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": 0.718,
"engine": "nemesis_planner",
"mcts_branches": 115,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "Azure_Sentinel",
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},
"timestamp": "2026-04-03T03:08:02Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.54,
"total_execution_ms": 4063
} | {
"fitness_score_update": -0.03,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0645424",
"timestamp": "2026-04-08T21:17:04Z",
"trace_id": "0329b43a-eeba-4d90-8d5b-547515320ae4",
"weighted_score": 83.69
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.839,
"engine": "nemesis_planner",
"mcts_branches": 312,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-08T21:17:04Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compone... | {
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"success_rate": 0.68,
"total_execution_ms": 5343
} | {
"fitness_score_update": 0.04,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1951673",
"timestamp": "2026-04-24T00:07:53Z",
"trace_id": "1c907835-d072-408e-a759-e4c1aba834f5",
"weighted_score": 89.78
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.784,
"engine": "nemesis_planner",
"mcts_branches": 626,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"telemetry": {
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"node_provider": "CloudTrail",
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},
"timestamp": "2026-04-24T00:07:53Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
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"success_rate": 0.42,
"total_execution_ms": 5659
} | {
"fitness_score_update": 0.49,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2049020",
"timestamp": "2026-04-25T03:10:20Z",
"trace_id": "a01a2d03-cbeb-4656-ac2c-16d707c6466d",
"weighted_score": 92.08
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.881,
"engine": "nemesis_planner",
"mcts_branches": 524,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-25T03:10:20Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"success_rate": 0.75,
"total_execution_ms": 9521
} | {
"fitness_score_update": 0.16,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2069424",
"timestamp": "2026-04-25T08:50:24Z",
"trace_id": "bb155826-d216-4c6b-af5c-0f2695c0a087",
"weighted_score": 86.89
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 162,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-25T08:50:24Z"
},
{
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"success_rate": 0.7,
"total_execution_ms": 8632
} | {
"fitness_score_update": 0.14,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1608216",
"timestamp": "2026-04-20T00:43:36Z",
"trace_id": "6dd62dc3-1f01-40ab-a9fd-076c0035b9d7",
"weighted_score": 65.56
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 985,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "CloudTrail",
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},
"timestamp": "2026-04-20T00:43:36Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compone... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.67,
"total_execution_ms": 9472
} | {
"fitness_score_update": -0.04,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1309563",
"timestamp": "2026-04-16T13:46:03Z",
"trace_id": "ff2541e5-953f-4df0-af1b-2d6448efe527",
"weighted_score": 25.67
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.702,
"engine": "nemesis_planner",
"mcts_branches": 953,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "CrowdStrike",
"noise_level_db": 33
},
"timestamp": "2026-04-16T13:46:03Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.66,
"total_execution_ms": 6340
} | {
"fitness_score_update": 0.02,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1309938",
"timestamp": "2026-04-16T13:52:18Z",
"trace_id": "dac058ba-e882-48e7-bfbc-76d1a371947a",
"weighted_score": 44.12
} | {
"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"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 648,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-16T13:52:18Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component":... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.57,
"total_execution_ms": 3671
} | {
"fitness_score_update": 0.47,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1832266",
"timestamp": "2026-04-22T14:57:46Z",
"trace_id": "f91b3921-94b8-4471-8956-b88c9c1edc34",
"weighted_score": 11.11
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 367,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-22T14:57:46Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 9240
} | {
"fitness_score_update": 0.28,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1419920",
"timestamp": "2026-04-17T20:25:20Z",
"trace_id": "9f195c19-d583-47fb-8731-e073f9a48cbb",
"weighted_score": 83.8
} | {
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"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "Azure_Sentinel",
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},
"timestamp": "2026-04-17T20:25:20Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.7,
"total_execution_ms": 1111
} | {
"fitness_score_update": 0.11,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0998553",
"timestamp": "2026-04-12T23:22:33Z",
"trace_id": "d4b6f2bb-40a6-4940-9161-beb9596af037",
"weighted_score": 21.97
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.725,
"engine": "nemesis_planner",
"mcts_branches": 714,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "Local_Syslog",
"noise_level_db": 30
},
"timestamp": "2026-04-12T23:22:33Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"co... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.97,
"total_execution_ms": 4275
} | {
"fitness_score_update": 0.37,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2228700",
"timestamp": "2026-04-27T05:05:00Z",
"trace_id": "004d89ec-e963-4bf1-9fcd-d6d52bf3bdd9",
"weighted_score": 90.86
} | {
"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": 0.703,
"engine": "nemesis_planner",
"mcts_branches": 737,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
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"latency_ms": 322,
"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-27T05:05:00Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component":... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.44,
"total_execution_ms": 8975
} | {
"fitness_score_update": 0.1,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1402743",
"timestamp": "2026-04-17T15:39:03Z",
"trace_id": "3956aa21-0031-4473-ad7a-b78bcecbf11d",
"weighted_score": 71.9
} | {
"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": 0.742,
"engine": "nemesis_planner",
"mcts_branches": 215,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-17T15:39:03Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"total_execution_ms": 7754
} | {
"fitness_score_update": 0.14,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0159434",
"timestamp": "2026-04-03T06:17:14Z",
"trace_id": "15a2209c-f82d-4db4-9103-bf09457a0245",
"weighted_score": 73.82
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 769,
"winning_strategy": "Stealth_Escalation"
} | [
{
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-03T06:17:14Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.96,
"total_execution_ms": 3550
} | {
"fitness_score_update": 0.14,
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0239528",
"timestamp": "2026-04-04T04:32:08Z",
"trace_id": "975d7ca5-4189-4833-8b65-f3ffb64b50a7",
"weighted_score": 30.49
} | {
"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": 0.755,
"engine": "nemesis_planner",
"mcts_branches": 232,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-04T04:32:08Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 6198
} | {
"fitness_score_update": 0.12,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1409872",
"timestamp": "2026-04-17T17:37:52Z",
"trace_id": "f6b68281-5831-4407-9fa3-87fb0e795623",
"weighted_score": 43.39
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.759,
"engine": "nemesis_planner",
"mcts_branches": 624,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-17T17:37:52Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"total_execution_ms": 7697
} | {
"fitness_score_update": 0.48,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1281980",
"timestamp": "2026-04-16T06:06:20Z",
"trace_id": "2bd147fb-6ed7-4382-aaa3-399e927a9d67",
"weighted_score": 35.39
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 394,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-16T06:06:20Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 9433
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0309688",
"timestamp": "2026-04-05T00:01:28Z",
"trace_id": "3f39f845-32db-4df5-a7dd-629d4fb80c39",
"weighted_score": 49.56
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.725,
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"mcts_branches": 320,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-05T00:01:28Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 5507
} | {
"fitness_score_update": 0.06,
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2128945",
"timestamp": "2026-04-26T01:22:25Z",
"trace_id": "027abacf-1194-48d0-8404-5173ec70acab",
"weighted_score": 96.31
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.959,
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"mcts_branches": 194,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-26T01:22:25Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"total_execution_ms": 6390
} | {
"fitness_score_update": -0.09,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0682153",
"timestamp": "2026-04-09T07:29:13Z",
"trace_id": "bffdac38-069c-48d6-a797-10281cd7efd6",
"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"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-09T07:29:13Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
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"total_execution_ms": 2765
} | {
"fitness_score_update": 0.48,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2033152",
"timestamp": "2026-04-24T22:45:52Z",
"trace_id": "218dac5e-bfc8-490d-92c8-7acfb686c61b",
"weighted_score": 33.06
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 935,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-24T22:45:52Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 2146
} | {
"fitness_score_update": 0,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0258508",
"timestamp": "2026-04-04T09:48:28Z",
"trace_id": "8fd9de09-d790-4071-927c-b9bb3b5155cd",
"weighted_score": 71.71
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
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"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.969,
"engine": "nemesis_planner",
"mcts_branches": 398,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-04T09:48:28Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"total_execution_ms": 6480
} | {
"fitness_score_update": 0.19,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1050395",
"timestamp": "2026-04-13T13:46:35Z",
"trace_id": "cbd9b26b-f266-4ba9-8b23-246fdf7a0c9c",
"weighted_score": 77.8
} | {
"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"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 272,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-13T13:46:35Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"success_rate": 0.68,
"total_execution_ms": 5994
} | {
"fitness_score_update": 0.07,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0694338",
"timestamp": "2026-04-09T10:52:18Z",
"trace_id": "de10d13f-66c1-4f5a-b826-583f9b414403",
"weighted_score": 76.37
} | {
"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"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 449,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-09T10:52:18Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 1374
} | {
"fitness_score_update": 0.13,
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1741976",
"timestamp": "2026-04-21T13:52:56Z",
"trace_id": "5434062b-d160-4dd4-aa85-d0eeb990e3ac",
"weighted_score": 45.51
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-21T13:52:56Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 9373
} | {
"fitness_score_update": 0.38,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0224846",
"timestamp": "2026-04-04T00:27:26Z",
"trace_id": "1b59e8db-34ab-492c-98f3-3465ab3f2cd0",
"weighted_score": 19.46
} | {
"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"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-04T00:27:26Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 2575
} | {
"fitness_score_update": 0.42,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1112765",
"timestamp": "2026-04-14T07:06:05Z",
"trace_id": "11d73648-acd2-457e-84f0-ebb75b6ff886",
"weighted_score": 10.97
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-14T07:06:05Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 7562
} | {
"fitness_score_update": 0.34,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1292381",
"timestamp": "2026-04-16T08:59:41Z",
"trace_id": "8de06cc3-f773-4bd2-9ca7-f718a773e9fb",
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} | {
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"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-16T08:59:41Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0148184",
"timestamp": "2026-04-03T03:09:44Z",
"trace_id": "294837d8-6b26-4647-8dfa-2e17d9c242f1",
"weighted_score": 10.67
} | {
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"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
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},
{
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1455744",
"timestamp": "2026-04-18T06:22:24Z",
"trace_id": "0f2b00c7-1b71-46f7-b19b-88983c5196cd",
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} | {
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"chain": "ubuntu-22.04",
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"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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} | [
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},
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},
{
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} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
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"id": "NEMESIS-1406083",
"timestamp": "2026-04-17T16:34:43Z",
"trace_id": "d6051468-2ee0-46f9-804e-ad1366e50958",
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} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
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},
{
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1645907",
"timestamp": "2026-04-20T11:11:47Z",
"trace_id": "f20958a5-6c06-4519-905f-bc259baa849e",
"weighted_score": 92.61
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-20T11:11:47Z"
},
{
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0631018",
"timestamp": "2026-04-08T17:16:58Z",
"trace_id": "01f0a70a-bd36-485c-bcf1-2e23663d53b9",
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} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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} | [
{
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},
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},
{
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"total_execution_ms": 6079
} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2181285",
"timestamp": "2026-04-26T15:54:45Z",
"trace_id": "f53b1acc-cfcd-4304-b6b0-4d66c3bfb3d1",
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} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
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},
{
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} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
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"timestamp": "2026-04-17T22:25:19Z",
"trace_id": "36bad59b-2845-4383-b4de-74bb81f36c70",
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} | {
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"chain": "ubuntu-22.04",
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"protocol": "Web-App-Gateway",
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} | {
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} | [
{
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},
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},
{
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0255982",
"timestamp": "2026-04-04T09:06:22Z",
"trace_id": "0a31b3a5-b616-482e-bc49-c9aab169466d",
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} | {
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"chain": "windows-server-2022",
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"protocol": "Active-Directory",
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} | {
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} | [
{
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},
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},
{
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1050748",
"timestamp": "2026-04-13T13:52:28Z",
"trace_id": "c6d4c21e-419d-4cb4-9745-682556c09c82",
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} | {
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"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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} | [
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},
"timestamp": "2026-04-13T13:52:28Z"
},
{
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"total_execution_ms": 6915
} | {
"fitness_score_update": 0.14,
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0229877",
"timestamp": "2026-04-04T01:51:17Z",
"trace_id": "6b2ebff8-2c69-412f-bea5-8da8cc0a1783",
"weighted_score": 83.72
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
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"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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} | [
{
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},
"timestamp": "2026-04-04T01:51:17Z"
},
{
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
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"id": "NEMESIS-2174309",
"timestamp": "2026-04-26T13:58:29Z",
"trace_id": "e300832b-b232-41b2-a185-5e645d44bba9",
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} | {
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"protocol": "Web-App-Gateway",
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} | {
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} | [
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},
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},
{
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
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"id": "NEMESIS-1740894",
"timestamp": "2026-04-21T13:34:54Z",
"trace_id": "16e49d2a-bab6-4f64-88e2-6b3d6c038e5f",
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} | {
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"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
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},
{
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
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"id": "NEMESIS-1119813",
"timestamp": "2026-04-14T09:03:33Z",
"trace_id": "5a7c6883-adbc-46f3-b282-cd7e47f76376",
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} | {
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"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
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},
{
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
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"timestamp": "2026-04-10T22:32:21Z",
"trace_id": "dada428d-b46e-433c-9634-b0bd8a24096b",
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} | {
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"protocol": "Active-Directory",
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-10T22:32:21Z"
},
{
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"total_execution_ms": 3027
} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1263791",
"timestamp": "2026-04-16T01:03:11Z",
"trace_id": "0d14912c-a69c-4676-9736-d70b33929701",
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} | {
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"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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} | [
{
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},
"timestamp": "2026-04-16T01:03:11Z"
},
{
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} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
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"timestamp": "2026-04-23T00:16:31Z",
"trace_id": "66c00793-f6de-43ec-a623-f46686b70645",
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} | {
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} | {
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} | [
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},
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},
{
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... | {
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"total_execution_ms": 2102
} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
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"id": "NEMESIS-0753330",
"timestamp": "2026-04-10T03:15:30Z",
"trace_id": "797cad26-9750-4d5b-84c0-e18189ce6869",
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} | {
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} | {
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} | [
{
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},
"timestamp": "2026-04-10T03:15:30Z"
},
{
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} | {
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"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0909715",
"timestamp": "2026-04-11T22:41:55Z",
"trace_id": "92d666b7-e10e-4ed7-b00c-0924d41c28c7",
"weighted_score": 19.76
} | {
"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": 0.772,
"engine": "nemesis_planner",
"mcts_branches": 530,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
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"latency_ms": 373,
"node_provider": "CrowdStrike",
"noise_level_db": 50
},
"timestamp": "2026-04-11T22:41:55Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compon... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.65,
"total_execution_ms": 9826
} | {
"fitness_score_update": 0.22,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0508832",
"timestamp": "2026-04-07T07:20:32Z",
"trace_id": "9fa598bd-d1cd-436d-97d7-791cbfae100b",
"weighted_score": 80.9
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.723,
"engine": "nemesis_planner",
"mcts_branches": 607,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"telemetry": {
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"node_provider": "Local_Syslog",
"noise_level_db": 11
},
"timestamp": "2026-04-07T07:20:32Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compon... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.68,
"total_execution_ms": 4153
} | {
"fitness_score_update": -0.01,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2460623",
"timestamp": "2026-04-29T21:30:23Z",
"trace_id": "6bcb4f5a-134f-4747-b40b-e1153d8672da",
"weighted_score": 60.56
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.971,
"engine": "nemesis_planner",
"mcts_branches": 706,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "Local_Syslog",
"noise_level_db": 74
},
"timestamp": "2026-04-29T21:30:23Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.97,
"total_execution_ms": 1084
} | {
"fitness_score_update": 0.45,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1817452",
"timestamp": "2026-04-22T10:50:52Z",
"trace_id": "c249cb31-6a73-4398-b9e0-f08fb33d047c",
"weighted_score": 81.69
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.918,
"engine": "nemesis_planner",
"mcts_branches": 313,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-22T10:50:52Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 4121
} | {
"fitness_score_update": -0.03,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0742589",
"timestamp": "2026-04-10T00:16:29Z",
"trace_id": "fa6cd33b-1cbb-485b-9638-ef48bc00a9b1",
"weighted_score": 38.63
} | {
"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": 0.833,
"engine": "nemesis_planner",
"mcts_branches": 110,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-10T00:16:29Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 6388
} | {
"fitness_score_update": 0.07,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1906413",
"timestamp": "2026-04-23T11:33:33Z",
"trace_id": "f330f535-7526-4cec-8617-783cc7d721c4",
"weighted_score": 42.63
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.821,
"engine": "nemesis_planner",
"mcts_branches": 475,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-23T11:33:33Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"success_rate": 0.49,
"total_execution_ms": 4231
} | {
"fitness_score_update": -0.02,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0885735",
"timestamp": "2026-04-11T16:02:15Z",
"trace_id": "6716b9b8-e499-4cf7-a838-b600441c6cb2",
"weighted_score": 24.54
} | {
"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": 0.751,
"engine": "nemesis_planner",
"mcts_branches": 981,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-11T16:02:15Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component":... | {
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"total_execution_ms": 3340
} | {
"fitness_score_update": -0.04,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0077727",
"timestamp": "2026-04-02T07:35:27Z",
"trace_id": "439bc9f9-8b62-4a76-8f5a-ab3be3394fbe",
"weighted_score": 48.9
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 223,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-02T07:35:27Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 8260
} | {
"fitness_score_update": 0.16,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1029499",
"timestamp": "2026-04-13T07:58:19Z",
"trace_id": "4e12063e-9249-45e4-9ce6-b749294cf90f",
"weighted_score": 78.05
} | {
"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": 0.768,
"engine": "nemesis_planner",
"mcts_branches": 848,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-13T07:58:19Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"success_rate": 0.55,
"total_execution_ms": 8095
} | {
"fitness_score_update": 0.33,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0989071",
"timestamp": "2026-04-12T20:44:31Z",
"trace_id": "651c3577-007f-44bd-b203-30db8d69c8ef",
"weighted_score": 69.86
} | {
"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": 0.782,
"engine": "nemesis_planner",
"mcts_branches": 206,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-12T20:44:31Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
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"total_execution_ms": 4475
} | {
"fitness_score_update": 0.07,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1877740",
"timestamp": "2026-04-23T03:35:40Z",
"trace_id": "6ad065b8-bed6-4c34-9853-6d7965f68586",
"weighted_score": 96.08
} | {
"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": 0.819,
"engine": "nemesis_planner",
"mcts_branches": 716,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-23T03:35:40Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
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"success_rate": 0.44,
"total_execution_ms": 2882
} | {
"fitness_score_update": 0.26,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0060322",
"timestamp": "2026-04-02T02:45:22Z",
"trace_id": "88946bf7-beea-47c4-ab45-d85a4a3d4d9b",
"weighted_score": 43.08
} | {
"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"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 858,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-02T02:45:22Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "NE... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.66,
"total_execution_ms": 6078
} | {
"fitness_score_update": 0.43,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0397886",
"timestamp": "2026-04-06T00:31:26Z",
"trace_id": "b7c077ae-d04a-418f-9701-a81f7d0f4d9e",
"weighted_score": 23.65
} | {
"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": 0.9,
"engine": "nemesis_planner",
"mcts_branches": 149,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-06T00:31:26Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.79,
"total_execution_ms": 3313
} | {
"fitness_score_update": 0.02,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2100312",
"timestamp": "2026-04-25T17:25:12Z",
"trace_id": "93c47cf3-c7e2-4747-9216-465a65664140",
"weighted_score": 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": 0.856,
"engine": "nemesis_planner",
"mcts_branches": 586,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-25T17:25:12Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.89,
"total_execution_ms": 8493
} | {
"fitness_score_update": 0.42,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0048781",
"timestamp": "2026-04-01T23:33:01Z",
"trace_id": "03e47283-4f58-4638-aa5e-91d592c1f85b",
"weighted_score": 18.36
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-01T23:33:01Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
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"total_execution_ms": 1777
} | {
"fitness_score_update": 0.47,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2409273",
"timestamp": "2026-04-29T07:14:33Z",
"trace_id": "ba44b0ab-09c3-4241-90e9-a017b2473f79",
"weighted_score": 25.12
} | {
"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"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 841,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-29T07:14:33Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compone... | {
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"success_rate": 0.95,
"total_execution_ms": 4576
} | {
"fitness_score_update": 0.22,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0683306",
"timestamp": "2026-04-09T07:48:26Z",
"trace_id": "e0167e65-5e2c-4a5f-8985-59619681f949",
"weighted_score": 35.16
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 972,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-09T07:48:26Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 9704
} | {
"fitness_score_update": 0.41,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2321679",
"timestamp": "2026-04-28T06:54:39Z",
"trace_id": "4e25fd28-0075-486b-8381-5509c99f8e93",
"weighted_score": 22.18
} | {
"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": 0.729,
"engine": "nemesis_planner",
"mcts_branches": 212,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.915,
"latency_ms": 375,
"node_provider": "Local_Syslog",
"noise_level_db": 38
},
"timestamp": "2026-04-28T06:54:39Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.44,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.79,
"total_execution_ms": 5020
} | {
"fitness_score_update": 0.49,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0713648",
"timestamp": "2026-04-09T16:14:08Z",
"trace_id": "8c1a954e-6e0c-4d6f-9146-ff8cd48bb6bd",
"weighted_score": 45.13
} | {
"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": 0.845,
"engine": "nemesis_planner",
"mcts_branches": 971,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.898,
"latency_ms": 211,
"node_provider": "Azure_Sentinel",
"noise_level_db": 40
},
"timestamp": "2026-04-09T16:14:08Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.17,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.49,
"total_execution_ms": 6416
} | {
"fitness_score_update": 0.18,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2188958",
"timestamp": "2026-04-26T18:02:38Z",
"trace_id": "e9facae0-8ff1-43e3-8448-4f8a24e91e52",
"weighted_score": 88.03
} | {
"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": 0.965,
"engine": "nemesis_planner",
"mcts_branches": 221,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.878,
"latency_ms": 171,
"node_provider": "CloudTrail",
"noise_level_db": 55
},
"timestamp": "2026-04-26T18:02:38Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
"noise_penalty": 0.15,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.88,
"total_execution_ms": 2887
} | {
"fitness_score_update": 0.5,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1530934",
"timestamp": "2026-04-19T03:15:34Z",
"trace_id": "0618d770-91b6-4b7a-929f-abd16a4aff50",
"weighted_score": 26.29
} | {
"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": 0.981,
"engine": "nemesis_planner",
"mcts_branches": 188,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.569,
"latency_ms": 279,
"node_provider": "CloudTrail",
"noise_level_db": 63
},
"timestamp": "2026-04-19T03:15:34Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
"noise_penalty": 0.31,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.48,
"total_execution_ms": 7092
} | {
"fitness_score_update": 0.21,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1962710",
"timestamp": "2026-04-24T03:11:50Z",
"trace_id": "197a9207-e88d-4068-8b3d-72466018ed18",
"weighted_score": 82.1
} | {
"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": 0.726,
"engine": "nemesis_planner",
"mcts_branches": 883,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.815,
"latency_ms": 435,
"node_provider": "CloudTrail",
"noise_level_db": 64
},
"timestamp": "2026-04-24T03:11:50Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
"noise_penalty": 0.44,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.92,
"total_execution_ms": 2200
} | {
"fitness_score_update": 0.42,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2474083",
"timestamp": "2026-04-30T01:14:43Z",
"trace_id": "6d579f89-c35f-473e-9e7d-d6f8f96563cd",
"weighted_score": 38.95
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.729,
"engine": "nemesis_planner",
"mcts_branches": 818,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.784,
"latency_ms": 220,
"node_provider": "CloudTrail",
"noise_level_db": 56
},
"timestamp": "2026-04-30T01:14:43Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compon... | {
"noise_penalty": 0.32,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.9,
"total_execution_ms": 1919
} | {
"fitness_score_update": 0.34,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0592823",
"timestamp": "2026-04-08T06:40:23Z",
"trace_id": "2f15815f-c695-45fa-94e2-ae058961d005",
"weighted_score": 54.78
} | {
"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": 0.83,
"engine": "nemesis_planner",
"mcts_branches": 376,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.556,
"latency_ms": 138,
"node_provider": "CloudTrail",
"noise_level_db": 80
},
"timestamp": "2026-04-08T06:40:23Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
"noise_penalty": 0.24,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.68,
"total_execution_ms": 3473
} | {
"fitness_score_update": 0.43,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1964009",
"timestamp": "2026-04-24T03:33:29Z",
"trace_id": "e4114a1c-873e-4e74-bfee-fbe530306c16",
"weighted_score": 33.18
} | {
"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": 0.764,
"engine": "nemesis_planner",
"mcts_branches": 814,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.701,
"latency_ms": 28,
"node_provider": "CrowdStrike",
"noise_level_db": 40
},
"timestamp": "2026-04-24T03:33:29Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.1,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.62,
"total_execution_ms": 8880
} | {
"fitness_score_update": 0.24,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1964750",
"timestamp": "2026-04-24T03:45:50Z",
"trace_id": "68b50027-cf04-4cd9-b57c-bbb1c3b3fddc",
"weighted_score": 66.25
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.906,
"engine": "nemesis_planner",
"mcts_branches": 170,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.28,
"latency_ms": 290,
"node_provider": "Local_Syslog",
"noise_level_db": 56
},
"timestamp": "2026-04-24T03:45:50Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.3,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.48,
"total_execution_ms": 2376
} | {
"fitness_score_update": 0,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0775475",
"timestamp": "2026-04-10T09:24:35Z",
"trace_id": "3e83d66e-2db9-4044-856d-a126a9a7b8f0",
"weighted_score": 41.41
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.777,
"engine": "nemesis_planner",
"mcts_branches": 537,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.191,
"latency_ms": 220,
"node_provider": "Local_Syslog",
"noise_level_db": 55
},
"timestamp": "2026-04-10T09:24:35Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.34,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.59,
"total_execution_ms": 1548
} | {
"fitness_score_update": 0.15,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2129738",
"timestamp": "2026-04-26T01:35:38Z",
"trace_id": "cebd6f74-3e1a-44b9-8cfa-9ebd9cf118d3",
"weighted_score": 31.57
} | {
"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": 0.702,
"engine": "nemesis_planner",
"mcts_branches": 353,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.121,
"latency_ms": 455,
"node_provider": "Azure_Sentinel",
"noise_level_db": 60
},
"timestamp": "2026-04-26T01:35:38Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"c... | {
"noise_penalty": 0.46,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.42,
"total_execution_ms": 2493
} | {
"fitness_score_update": 0.2,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2420903",
"timestamp": "2026-04-29T10:28:23Z",
"trace_id": "99ba5a10-f1ae-41aa-aa11-a874cb851dfa",
"weighted_score": 22.19
} | {
"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": 0.844,
"engine": "nemesis_planner",
"mcts_branches": 262,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.505,
"latency_ms": 386,
"node_provider": "CrowdStrike",
"noise_level_db": 17
},
"timestamp": "2026-04-29T10:28:23Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"com... | {
"noise_penalty": 0.39,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.84,
"total_execution_ms": 9080
} | {
"fitness_score_update": 0.28,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1995947",
"timestamp": "2026-04-24T12:25:47Z",
"trace_id": "2a57843d-c987-4df3-b2c7-6158d491e546",
"weighted_score": 87.43
} | {
"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": 0.97,
"engine": "nemesis_planner",
"mcts_branches": 538,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.275,
"latency_ms": 50,
"node_provider": "CloudTrail",
"noise_level_db": 17
},
"timestamp": "2026-04-24T12:25:47Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
"noise_penalty": 0.43,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.44,
"total_execution_ms": 5410
} | {
"fitness_score_update": 0.28,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1835044",
"timestamp": "2026-04-22T15:44:04Z",
"trace_id": "b274c83f-2f5e-4422-8904-6715541befa9",
"weighted_score": 75.13
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.839,
"engine": "nemesis_planner",
"mcts_branches": 183,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.24,
"latency_ms": 325,
"node_provider": "CrowdStrike",
"noise_level_db": 15
},
"timestamp": "2026-04-22T15:44:04Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
"noise_penalty": 0.34,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.57,
"total_execution_ms": 7032
} | {
"fitness_score_update": 0.48,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1693436",
"timestamp": "2026-04-21T00:23:56Z",
"trace_id": "3f1e2d50-5499-4b2c-ae16-fca407871414",
"weighted_score": 28.77
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.813,
"engine": "nemesis_planner",
"mcts_branches": 400,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.272,
"latency_ms": 238,
"node_provider": "Azure_Sentinel",
"noise_level_db": 17
},
"timestamp": "2026-04-21T00:23:56Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
"noise_penalty": 0.42,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.84,
"total_execution_ms": 7333
} | {
"fitness_score_update": 0.41,
"parameter_drift": "none"
} | impact_achieved |
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