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-1243860",
"timestamp": "2026-04-15T19:31:00Z",
"trace_id": "a058b95e-fe86-4e37-91cc-208e7f2b810b",
"weighted_score": 81.34
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.937,
"engine": "nemesis_planner",
"mcts_branches": 611,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.263,
"latency_ms": 406,
"node_provider": "CloudTrail",
"noise_level_db": 73
},
"timestamp": "2026-04-15T19:31:00Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compone... | {
"noise_penalty": 0.27,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.49,
"total_execution_ms": 6491
} | {
"fitness_score_update": -0.03,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2263705",
"timestamp": "2026-04-27T14:48:25Z",
"trace_id": "1e3c5102-13ae-48af-887f-f47d62b579cc",
"weighted_score": 30.39
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.956,
"engine": "nemesis_planner",
"mcts_branches": 601,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.203,
"latency_ms": 356,
"node_provider": "Local_Syslog",
"noise_level_db": 64
},
"timestamp": "2026-04-27T14:48:25Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.12,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.78,
"total_execution_ms": 9383
} | {
"fitness_score_update": 0.3,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2272487",
"timestamp": "2026-04-27T17:14:47Z",
"trace_id": "0226f207-bfec-47a2-bfd5-fed9639f2852",
"weighted_score": 98.19
} | {
"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": 0.784,
"engine": "nemesis_planner",
"mcts_branches": 291,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.527,
"latency_ms": 33,
"node_provider": "CloudTrail",
"noise_level_db": 75
},
"timestamp": "2026-04-27T17:14:47Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
"noise_penalty": 0.06,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.91,
"total_execution_ms": 5320
} | {
"fitness_score_update": 0.35,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1499295",
"timestamp": "2026-04-18T18:28:15Z",
"trace_id": "d00590f2-92bb-4948-9cdb-d486d9a00cc9",
"weighted_score": 66.22
} | {
"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": 0.752,
"engine": "nemesis_planner",
"mcts_branches": 208,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.5,
"latency_ms": 90,
"node_provider": "CrowdStrike",
"noise_level_db": 15
},
"timestamp": "2026-04-18T18:28:15Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"component... | {
"noise_penalty": 0,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.81,
"total_execution_ms": 1972
} | {
"fitness_score_update": 0.08,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0030274",
"timestamp": "2026-04-01T18:24:34Z",
"trace_id": "e200fe17-1459-46d0-8638-3894800d6845",
"weighted_score": 44.63
} | {
"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": 0.815,
"engine": "nemesis_planner",
"mcts_branches": 206,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.664,
"latency_ms": 30,
"node_provider": "Local_Syslog",
"noise_level_db": 10
},
"timestamp": "2026-04-01T18:24:34Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.49,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.73,
"total_execution_ms": 3854
} | {
"fitness_score_update": -0.08,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1982307",
"timestamp": "2026-04-24T08:38:27Z",
"trace_id": "a1bbe3d3-e047-4135-ad0d-6cb0db49c78b",
"weighted_score": 64.63
} | {
"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": 0.713,
"engine": "nemesis_planner",
"mcts_branches": 659,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.842,
"latency_ms": 262,
"node_provider": "Azure_Sentinel",
"noise_level_db": 37
},
"timestamp": "2026-04-24T08:38:27Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
"noise_penalty": 0.18,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.49,
"total_execution_ms": 6238
} | {
"fitness_score_update": 0.14,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0805503",
"timestamp": "2026-04-10T17:45:03Z",
"trace_id": "eefeef82-e684-4a3c-bb82-78da1221e9b8",
"weighted_score": 91.05
} | {
"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": 0.901,
"engine": "nemesis_planner",
"mcts_branches": 487,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.402,
"latency_ms": 482,
"node_provider": "CloudTrail",
"noise_level_db": 16
},
"timestamp": "2026-04-10T17:45:03Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
"noise_penalty": 0.42,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.84,
"total_execution_ms": 8250
} | {
"fitness_score_update": 0,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2145489",
"timestamp": "2026-04-26T05:58:09Z",
"trace_id": "2ef60ff9-f3fe-49cb-91a3-b9f065d052ae",
"weighted_score": 25.9
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.855,
"engine": "nemesis_planner",
"mcts_branches": 947,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.965,
"latency_ms": 493,
"node_provider": "Local_Syslog",
"noise_level_db": 65
},
"timestamp": "2026-04-26T05:58:09Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
"noise_penalty": 0.35,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.48,
"total_execution_ms": 9808
} | {
"fitness_score_update": 0,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2117000",
"timestamp": "2026-04-25T22:03:20Z",
"trace_id": "951e7ebe-56f8-4a52-ba51-637815b179f8",
"weighted_score": 78.68
} | {
"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": 0.822,
"engine": "nemesis_planner",
"mcts_branches": 630,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.195,
"latency_ms": 213,
"node_provider": "CloudTrail",
"noise_level_db": 68
},
"timestamp": "2026-04-25T22:03:20Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compon... | {
"noise_penalty": 0.43,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.85,
"total_execution_ms": 2199
} | {
"fitness_score_update": 0.14,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1765881",
"timestamp": "2026-04-21T20:31:21Z",
"trace_id": "2d81fb29-cbf0-44b9-b79d-dd8d652ef1c2",
"weighted_score": 77.08
} | {
"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": 0.818,
"engine": "nemesis_planner",
"mcts_branches": 703,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.222,
"latency_ms": 196,
"node_provider": "Azure_Sentinel",
"noise_level_db": 67
},
"timestamp": "2026-04-21T20:31:21Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
"noise_penalty": 0.19,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.68,
"total_execution_ms": 7190
} | {
"fitness_score_update": 0.19,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2435674",
"timestamp": "2026-04-29T14:34:34Z",
"trace_id": "1d811a64-453a-49a1-b4ac-1e6ee0c2a3cc",
"weighted_score": 58.01
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.714,
"engine": "nemesis_planner",
"mcts_branches": 454,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.624,
"latency_ms": 470,
"node_provider": "CrowdStrike",
"noise_level_db": 28
},
"timestamp": "2026-04-29T14:34:34Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
"noise_penalty": 0.19,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.73,
"total_execution_ms": 2396
} | {
"fitness_score_update": 0.08,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0457777",
"timestamp": "2026-04-06T17:09:37Z",
"trace_id": "b5ae7a39-0149-47ac-ac16-68d65f03084c",
"weighted_score": 41.05
} | {
"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": 0.783,
"engine": "nemesis_planner",
"mcts_branches": 269,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.946,
"latency_ms": 111,
"node_provider": "Local_Syslog",
"noise_level_db": 70
},
"timestamp": "2026-04-06T17:09:37Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
"noise_penalty": 0.39,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.44,
"total_execution_ms": 8932
} | {
"fitness_score_update": 0.09,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2176194",
"timestamp": "2026-04-26T14:29:54Z",
"trace_id": "c3ffa5a8-e46f-48a6-b95b-262de52d20f6",
"weighted_score": 47.99
} | {
"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": 0.792,
"engine": "nemesis_planner",
"mcts_branches": 197,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.817,
"latency_ms": 480,
"node_provider": "CloudTrail",
"noise_level_db": 48
},
"timestamp": "2026-04-26T14:29:54Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compon... | {
"noise_penalty": 0.15,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.92,
"total_execution_ms": 4877
} | {
"fitness_score_update": 0.11,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0137812",
"timestamp": "2026-04-03T00:16:52Z",
"trace_id": "e8545022-7198-4c10-ad17-f23abefdd9c8",
"weighted_score": 70.8
} | {
"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": 0.926,
"engine": "nemesis_planner",
"mcts_branches": 988,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.894,
"latency_ms": 401,
"node_provider": "Azure_Sentinel",
"noise_level_db": 26
},
"timestamp": "2026-04-03T00:16:52Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.4,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.68,
"total_execution_ms": 2895
} | {
"fitness_score_update": 0.09,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1362681",
"timestamp": "2026-04-17T04:31:21Z",
"trace_id": "a49123ed-515b-406b-8d71-1849bb96449f",
"weighted_score": 35.08
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.894,
"engine": "nemesis_planner",
"mcts_branches": 728,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.488,
"latency_ms": 310,
"node_provider": "Local_Syslog",
"noise_level_db": 45
},
"timestamp": "2026-04-17T04:31:21Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.36,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.56,
"total_execution_ms": 9046
} | {
"fitness_score_update": -0.07,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2046594",
"timestamp": "2026-04-25T02:29:54Z",
"trace_id": "37095ca3-1fab-488e-b03e-abb2f0664fa0",
"weighted_score": 85.59
} | {
"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": 578,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.48,
"latency_ms": 344,
"node_provider": "Local_Syslog",
"noise_level_db": 60
},
"timestamp": "2026-04-25T02:29:54Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"co... | {
"noise_penalty": 0.19,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.86,
"total_execution_ms": 8445
} | {
"fitness_score_update": -0.1,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0011677",
"timestamp": "2026-04-01T13:14:37Z",
"trace_id": "0394b925-e465-49a8-9cf3-3882018843f0",
"weighted_score": 64.73
} | {
"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": 0.757,
"engine": "nemesis_planner",
"mcts_branches": 221,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.961,
"latency_ms": 233,
"node_provider": "Local_Syslog",
"noise_level_db": 30
},
"timestamp": "2026-04-01T13:14:37Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.1,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.92,
"total_execution_ms": 7615
} | {
"fitness_score_update": 0.39,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2207279",
"timestamp": "2026-04-26T23:07:59Z",
"trace_id": "420cfb99-afb8-4ad8-af4e-28c1f2bcc92d",
"weighted_score": 30.55
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.947,
"engine": "nemesis_planner",
"mcts_branches": 708,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
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"latency_ms": 78,
"node_provider": "CloudTrail",
"noise_level_db": 23
},
"timestamp": "2026-04-26T23:07:59Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.93,
"total_execution_ms": 2924
} | {
"fitness_score_update": 0.35,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1961246",
"timestamp": "2026-04-24T02:47:26Z",
"trace_id": "a2277ef6-8810-48f9-9aa5-fe016811872b",
"weighted_score": 67.15
} | {
"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": 0.716,
"engine": "nemesis_planner",
"mcts_branches": 118,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "CloudTrail",
"noise_level_db": 79
},
"timestamp": "2026-04-24T02:47:26Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.71,
"total_execution_ms": 9042
} | {
"fitness_score_update": 0.25,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1240944",
"timestamp": "2026-04-15T18:42:24Z",
"trace_id": "be34e6ce-6e7e-4e01-bb0b-62d83942a780",
"weighted_score": 11.53
} | {
"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": 0.926,
"engine": "nemesis_planner",
"mcts_branches": 181,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
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"node_provider": "Azure_Sentinel",
"noise_level_db": 38
},
"timestamp": "2026-04-15T18:42:24Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"componen... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.64,
"total_execution_ms": 6960
} | {
"fitness_score_update": 0.1,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1274839",
"timestamp": "2026-04-16T04:07:19Z",
"trace_id": "26b674f9-791e-413d-a6df-40c752b3b32a",
"weighted_score": 78.37
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.769,
"engine": "nemesis_planner",
"mcts_branches": 541,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-16T04:07:19Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
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"success_rate": 0.71,
"total_execution_ms": 5157
} | {
"fitness_score_update": 0.14,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2394235",
"timestamp": "2026-04-29T03:03:55Z",
"trace_id": "fe7594b1-f0c8-4388-9a69-e67944192342",
"weighted_score": 23.45
} | {
"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": 0.753,
"engine": "nemesis_planner",
"mcts_branches": 521,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-29T03:03:55Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 3343
} | {
"fitness_score_update": 0.32,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2065236",
"timestamp": "2026-04-25T07:40:36Z",
"trace_id": "ad47fbaf-df10-4e59-bede-ac6dc1575eb7",
"weighted_score": 10.29
} | {
"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": 0.861,
"engine": "nemesis_planner",
"mcts_branches": 773,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-25T07:40:36Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 5306
} | {
"fitness_score_update": 0.21,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0174416",
"timestamp": "2026-04-03T10:26:56Z",
"trace_id": "89404f2a-ac10-4be3-afda-9f2735ca346f",
"weighted_score": 18.93
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.916,
"engine": "nemesis_planner",
"mcts_branches": 888,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-03T10:26:56Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 9223
} | {
"fitness_score_update": 0.26,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0771852",
"timestamp": "2026-04-10T08:24:12Z",
"trace_id": "a294f66e-e972-4cb9-b53b-8e479e497d51",
"weighted_score": 11.83
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.832,
"engine": "nemesis_planner",
"mcts_branches": 305,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-10T08:24:12Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
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"total_execution_ms": 5757
} | {
"fitness_score_update": -0.03,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0362532",
"timestamp": "2026-04-05T14:42:12Z",
"trace_id": "46df2aef-834e-41a7-984a-0c69e5fc0bee",
"weighted_score": 83.89
} | {
"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": 227,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-05T14:42:12Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"success_rate": 0.9,
"total_execution_ms": 9141
} | {
"fitness_score_update": 0.25,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2297031",
"timestamp": "2026-04-28T00:03:51Z",
"trace_id": "75ac053f-3f3d-4abc-a4c6-87a8edd889d7",
"weighted_score": 58.54
} | {
"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": 898,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-28T00:03:51Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"success_rate": 0.83,
"total_execution_ms": 7718
} | {
"fitness_score_update": 0.37,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1835317",
"timestamp": "2026-04-22T15:48:37Z",
"trace_id": "e064ec28-c463-4d14-8256-15a0d13691b5",
"weighted_score": 79.65
} | {
"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": 0.965,
"engine": "nemesis_planner",
"mcts_branches": 917,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-22T15:48:37Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"success_rate": 0.46,
"total_execution_ms": 7973
} | {
"fitness_score_update": 0.26,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0833993",
"timestamp": "2026-04-11T01:39:53Z",
"trace_id": "cec01a38-c04b-4842-a740-1a99f23e1fc7",
"weighted_score": 36.82
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.957,
"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-11T01:39:53Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.95,
"total_execution_ms": 2130
} | {
"fitness_score_update": 0.14,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1149972",
"timestamp": "2026-04-14T17:26:12Z",
"trace_id": "ef76d8ce-b49b-4a7b-a1a1-1b334ff0686d",
"weighted_score": 50.75
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.782,
"engine": "nemesis_planner",
"mcts_branches": 659,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-14T17:26:12Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 7583
} | {
"fitness_score_update": 0.25,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2311458",
"timestamp": "2026-04-28T04:04:18Z",
"trace_id": "49f055d3-a1cc-403f-98ca-b6ea06f7f618",
"weighted_score": 33.3
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-28T04:04:18Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"success_rate": 0.93,
"total_execution_ms": 5042
} | {
"fitness_score_update": 0.11,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0658107",
"timestamp": "2026-04-09T00:48:27Z",
"trace_id": "754b6a8f-1b0e-4bd8-8f97-9dd4d126964c",
"weighted_score": 37.68
} | {
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"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 703,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-09T00:48:27Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 9938
} | {
"fitness_score_update": 0.44,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2136931",
"timestamp": "2026-04-26T03:35:31Z",
"trace_id": "1a36675b-f547-4c25-9d46-a25c5232300d",
"weighted_score": 95.21
} | {
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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",
"mcts_branches": 400,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-26T03:35:31Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"... | {
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"total_execution_ms": 4233
} | {
"fitness_score_update": 0.43,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0704787",
"timestamp": "2026-04-09T13:46:27Z",
"trace_id": "b0d2675b-287e-439f-bb2a-79dcfdf4883a",
"weighted_score": 70.67
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-09T13:46:27Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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} | {
"fitness_score_update": 0.24,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0225211",
"timestamp": "2026-04-04T00:33:31Z",
"trace_id": "afbde9cd-25de-4767-8d8f-65c3cdab72e6",
"weighted_score": 17.48
} | {
"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": 0.812,
"engine": "nemesis_planner",
"mcts_branches": 169,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-04T00:33:31Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 4527
} | {
"fitness_score_update": 0.12,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0524954",
"timestamp": "2026-04-07T11:49:14Z",
"trace_id": "b4dcc9c8-d97f-45af-baf1-b4bd80531078",
"weighted_score": 55.69
} | {
"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": 0.806,
"engine": "nemesis_planner",
"mcts_branches": 251,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-07T11:49:14Z"
},
{
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"total_execution_ms": 3748
} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0652196",
"timestamp": "2026-04-08T23:09:56Z",
"trace_id": "e209b1b8-5bd8-4e34-9ab6-984a15df59d5",
"weighted_score": 91.84
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"mcts_branches": 653,
"winning_strategy": "Stealth_Escalation"
} | [
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},
"timestamp": "2026-04-08T23:09:56Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"success_rate": 0.78,
"total_execution_ms": 5300
} | {
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"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1534369",
"timestamp": "2026-04-19T04:12:49Z",
"trace_id": "b168f0dc-c965-4de9-91a0-f93567d3c868",
"weighted_score": 33.7
} | {
"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": 0.811,
"engine": "nemesis_planner",
"mcts_branches": 221,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-19T04:12:49Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 9626
} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1487816",
"timestamp": "2026-04-18T15:16:56Z",
"trace_id": "17eac465-3b5b-4057-8513-98b5b87e9b4d",
"weighted_score": 72.55
} | {
"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"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 778,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-18T15:16:56Z"
},
{
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"success_rate": 0.67,
"total_execution_ms": 2458
} | {
"fitness_score_update": 0.43,
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0312627",
"timestamp": "2026-04-05T00:50:27Z",
"trace_id": "f9c4edf1-9a31-46ed-8a10-5ed50a5d0a3d",
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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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"total_execution_ms": 7305
} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0889551",
"timestamp": "2026-04-11T17:05:51Z",
"trace_id": "9942b6e6-0b66-489e-a39e-f524af42df3b",
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} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-11T17:05:51Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 2565
} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0139229",
"timestamp": "2026-04-03T00:40:29Z",
"trace_id": "66e1e3ef-d44a-4b90-9461-02673a080208",
"weighted_score": 70.76
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-03T00:40:29Z"
},
{
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2498878",
"timestamp": "2026-04-30T08:07:58Z",
"trace_id": "c4ad7f7a-60fb-4034-b02f-aa1b8f40f6fd",
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} | {
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"protocol": "Web-App-Gateway",
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
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},
"timestamp": "2026-04-30T08:07:58Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 6253
} | {
"fitness_score_update": -0.07,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1509070",
"timestamp": "2026-04-18T21:11:10Z",
"trace_id": "7390edd3-dc9c-4180-844d-7e43c3a72628",
"weighted_score": 63.41
} | {
"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",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-18T21:11:10Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 4998
} | {
"fitness_score_update": 0.36,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1330899",
"timestamp": "2026-04-16T19:41:39Z",
"trace_id": "4539b23e-52e7-4fb0-8831-572bed9283a2",
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} | {
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"chain": "us-east-1",
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"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 932,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-16T19:41:39Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"total_execution_ms": 1538
} | {
"fitness_score_update": 0.29,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0990371",
"timestamp": "2026-04-12T21:06:11Z",
"trace_id": "5b3be94a-6763-41c9-ae16-ff2007fe0afe",
"weighted_score": 33.9
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
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"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-12T21:06:11Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 1621
} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2318939",
"timestamp": "2026-04-28T06:08:59Z",
"trace_id": "10e35390-4652-4ef7-a67c-428fe1f12df3",
"weighted_score": 51.32
} | {
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"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"mcts_branches": 695,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-28T06:08:59Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 6237
} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0128494",
"timestamp": "2026-04-02T21:41:34Z",
"trace_id": "45d76f23-cc15-4b99-af1e-c8f13bb8b05b",
"weighted_score": 18.14
} | {
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"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-02T21:41:34Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 1423
} | {
"fitness_score_update": 0.03,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0608773",
"timestamp": "2026-04-08T11:06:13Z",
"trace_id": "f7180225-b1b2-4d6c-b695-888a2303fe08",
"weighted_score": 22.81
} | {
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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": "2026-04-08T11:06:13Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 1398
} | {
"fitness_score_update": 0.11,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1441329",
"timestamp": "2026-04-18T02:22:09Z",
"trace_id": "9497eb76-6e0d-496f-a0a5-95464c5b7798",
"weighted_score": 12.32
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-18T02:22:09Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"success_rate": 0.5,
"total_execution_ms": 3925
} | {
"fitness_score_update": 0.29,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0785315",
"timestamp": "2026-04-10T12:08:35Z",
"trace_id": "59691559-a903-4253-b7ac-2a2f1476ca4a",
"weighted_score": 98.2
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-10T12:08:35Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "NE... | {
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 5709
} | {
"fitness_score_update": 0.33,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0676669",
"timestamp": "2026-04-09T05:57:49Z",
"trace_id": "41e78a74-4702-4bcb-898e-b7a30159b94c",
"weighted_score": 56.86
} | {
"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"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 876,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "Azure_Sentinel",
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},
"timestamp": "2026-04-09T05:57:49Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component":... | {
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 6075
} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1303085",
"timestamp": "2026-04-16T11:58:05Z",
"trace_id": "5a73afa0-9c9e-4306-903f-87d088462678",
"weighted_score": 71.99
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-16T11:58:05Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"... | {
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"total_execution_ms": 8728
} | {
"fitness_score_update": 0.16,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1018350",
"timestamp": "2026-04-13T04:52:30Z",
"trace_id": "96d60a3f-828b-4412-96bc-f32c1dda44f1",
"weighted_score": 28.85
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.925,
"engine": "nemesis_planner",
"mcts_branches": 411,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "CloudTrail",
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},
"timestamp": "2026-04-13T04:52:30Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"success_rate": 0.6,
"total_execution_ms": 1481
} | {
"fitness_score_update": 0.17,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1220975",
"timestamp": "2026-04-15T13:09:35Z",
"trace_id": "02a8cf7f-94e5-4849-bb1e-94d7eabc94e5",
"weighted_score": 55.63
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 215,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-15T13:09:35Z"
},
{
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"total_execution_ms": 7543
} | {
"fitness_score_update": 0.28,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0561869",
"timestamp": "2026-04-07T22:04:29Z",
"trace_id": "72717273-ac28-4a40-bfa4-d62c9502dd78",
"weighted_score": 58.44
} | {
"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": 455,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-07T22:04:29Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"success_rate": 0.82,
"total_execution_ms": 2160
} | {
"fitness_score_update": 0.09,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0356400",
"timestamp": "2026-04-05T13:00:00Z",
"trace_id": "0ce76649-a8b2-43c6-8b14-46b271f511e7",
"weighted_score": 95.06
} | {
"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": 0.967,
"engine": "nemesis_planner",
"mcts_branches": 710,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-05T13:00:00Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"total_execution_ms": 7824
} | {
"fitness_score_update": 0.35,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1053962",
"timestamp": "2026-04-13T14:46:02Z",
"trace_id": "de93bc81-7178-41ea-91fe-42c389a472b1",
"weighted_score": 61.07
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.977,
"engine": "nemesis_planner",
"mcts_branches": 394,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-13T14:46:02Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 3118
} | {
"fitness_score_update": 0.14,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1311508",
"timestamp": "2026-04-16T14:18:28Z",
"trace_id": "d5b4db4e-a1c0-4c72-8976-5d15535fe72a",
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} | {
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"chain": "ubuntu-22.04",
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"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
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"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-16T14:18:28Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 5565
} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1560859",
"timestamp": "2026-04-19T11:34:19Z",
"trace_id": "e51bfe65-7e1b-490d-8034-d339a10d1a23",
"weighted_score": 21.35
} | {
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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",
"mcts_branches": 943,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-19T11:34:19Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"total_execution_ms": 6745
} | {
"fitness_score_update": 0.49,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1553963",
"timestamp": "2026-04-19T09:39:23Z",
"trace_id": "10945f2d-9fa2-40b1-8635-14197d2f48d9",
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} | {
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"chain": "ubuntu-22.04",
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"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-19T09:39:23Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 5054
} | {
"fitness_score_update": 0.39,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0147145",
"timestamp": "2026-04-03T02:52:25Z",
"trace_id": "4e54435f-3e53-4a4d-b915-f6c35c68a881",
"weighted_score": 72.68
} | {
"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": "2026-04-03T02:52:25Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 2969
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2396492",
"timestamp": "2026-04-29T03:41:32Z",
"trace_id": "b095bcf7-bbf2-4cf5-9d1e-29646b7c5b2c",
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} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
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"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
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},
"timestamp": "2026-04-29T03:41:32Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 2596
} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0045289",
"timestamp": "2026-04-01T22:34:49Z",
"trace_id": "ac6332d7-33c2-47e6-8515-22e04eeea54f",
"weighted_score": 89.02
} | {
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"chain": "prod-cluster-01",
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"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-01T22:34:49Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 9108
} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
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"id": "NEMESIS-2473749",
"timestamp": "2026-04-30T01:09:09Z",
"trace_id": "6ff0330c-3d1b-4fc5-bdd5-3c6368a672cb",
"weighted_score": 95.57
} | {
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"chain": "us-east-1",
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"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-30T01:09:09Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 1009
} | {
"fitness_score_update": 0.22,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0125821",
"timestamp": "2026-04-02T20:57:01Z",
"trace_id": "269bb0c4-c454-4dbc-99f9-111805c83b6b",
"weighted_score": 60.62
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-02T20:57:01Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 8421
} | {
"fitness_score_update": 0.33,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0759510",
"timestamp": "2026-04-10T04:58:30Z",
"trace_id": "a337e3cc-7e45-4f93-a940-28ab0390e4b9",
"weighted_score": 12.6
} | {
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"chain": "us-east-1",
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"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-10T04:58:30Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 4340
} | {
"fitness_score_update": -0.04,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1419339",
"timestamp": "2026-04-17T20:15:39Z",
"trace_id": "2af7ad1d-f6ce-4bc1-bd73-cb51d67b1b23",
"weighted_score": 20.42
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-17T20:15:39Z"
},
{
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 5277
} | {
"fitness_score_update": 0.47,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1989398",
"timestamp": "2026-04-24T10:36:38Z",
"trace_id": "81d978fa-1d07-483f-8702-2b6982b4e310",
"weighted_score": 63.63
} | {
"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": 0.767,
"engine": "nemesis_planner",
"mcts_branches": 647,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"telemetry": {
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"latency_ms": 270,
"node_provider": "CrowdStrike",
"noise_level_db": 61
},
"timestamp": "2026-04-24T10:36:38Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.43,
"total_execution_ms": 8015
} | {
"fitness_score_update": -0.05,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0350344",
"timestamp": "2026-04-05T11:19:04Z",
"trace_id": "8c3b6dde-96d1-4b7b-ba20-5a8ac2d010fe",
"weighted_score": 91.84
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.784,
"engine": "nemesis_planner",
"mcts_branches": 277,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "CloudTrail",
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},
"timestamp": "2026-04-05T11:19:04Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 7432
} | {
"fitness_score_update": 0.21,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0876579",
"timestamp": "2026-04-11T13:29:39Z",
"trace_id": "34c3105b-8fff-4311-a908-09cf88beab65",
"weighted_score": 90.04
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 243,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-11T13:29:39Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
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"success_rate": 0.53,
"total_execution_ms": 7566
} | {
"fitness_score_update": 0.18,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0845958",
"timestamp": "2026-04-11T04:59:18Z",
"trace_id": "207cb5d9-e38e-482a-921d-3699814c8bfe",
"weighted_score": 28.3
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.97,
"engine": "nemesis_planner",
"mcts_branches": 960,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-11T04:59:18Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component":... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.7,
"total_execution_ms": 7278
} | {
"fitness_score_update": 0.42,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1423729",
"timestamp": "2026-04-17T21:28:49Z",
"trace_id": "774b5541-8d14-43ca-aba2-3bce5607f17e",
"weighted_score": 17.45
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.769,
"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-17T21:28:49Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.87,
"total_execution_ms": 8409
} | {
"fitness_score_update": 0.08,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1503427",
"timestamp": "2026-04-18T19:37:07Z",
"trace_id": "bde9e27a-620f-4872-b9ff-c6c7cef36475",
"weighted_score": 47.88
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.967,
"engine": "nemesis_planner",
"mcts_branches": 605,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-18T19:37:07Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"... | {
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"success_rate": 0.98,
"total_execution_ms": 8471
} | {
"fitness_score_update": 0.25,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1544007",
"timestamp": "2026-04-19T06:53:27Z",
"trace_id": "2add2a0a-2871-4502-849d-9a1265278300",
"weighted_score": 34.4
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.779,
"engine": "nemesis_planner",
"mcts_branches": 884,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-19T06:53:27Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 5849
} | {
"fitness_score_update": 0.02,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0655386",
"timestamp": "2026-04-09T00:03:06Z",
"trace_id": "2e8425ca-fc17-4f84-99bf-18d08c24d9af",
"weighted_score": 37.55
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-09T00:03:06Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 1109
} | {
"fitness_score_update": 0.14,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0925223",
"timestamp": "2026-04-12T03:00:23Z",
"trace_id": "ddba328e-5902-4517-8d39-59d13316474e",
"weighted_score": 47.72
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
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"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-12T03:00:23Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"success_rate": 0.6,
"total_execution_ms": 2956
} | {
"fitness_score_update": 0.42,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0112822",
"timestamp": "2026-04-02T17:20:22Z",
"trace_id": "a884eb6d-4a28-4a7d-8846-e45a662a9388",
"weighted_score": 28.14
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"mcts_branches": 382,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-02T17:20:22Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 5270
} | {
"fitness_score_update": -0.03,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0177654",
"timestamp": "2026-04-03T11:20:54Z",
"trace_id": "33d7ef29-71cd-4ca1-9260-9eb825ac2355",
"weighted_score": 35.09
} | {
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"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.811,
"engine": "nemesis_planner",
"mcts_branches": 580,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-03T11:20:54Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"success_rate": 0.41,
"total_execution_ms": 8588
} | {
"fitness_score_update": 0.09,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0725403",
"timestamp": "2026-04-09T19:30:03Z",
"trace_id": "d0317b72-f145-4f40-af7b-63402d9627c7",
"weighted_score": 74.67
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
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"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 906,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-09T19:30:03Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 8158
} | {
"fitness_score_update": -0.08,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1773635",
"timestamp": "2026-04-21T22:40:35Z",
"trace_id": "253b5a1b-250f-410a-b660-af8291a31ad1",
"weighted_score": 37.66
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 373,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-21T22:40:35Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 8840
} | {
"fitness_score_update": 0.26,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1593560",
"timestamp": "2026-04-19T20:39:20Z",
"trace_id": "b198ebb7-9517-406d-a803-fc73e3c50d72",
"weighted_score": 40.17
} | {
"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": "2026-04-19T20:39:20Z"
},
{
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"total_execution_ms": 8100
} | {
"fitness_score_update": 0.26,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0109997",
"timestamp": "2026-04-02T16:33:17Z",
"trace_id": "80ab597f-a530-4e23-9a25-5598999f374e",
"weighted_score": 82.84
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-02T16:33:17Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
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"total_execution_ms": 5288
} | {
"fitness_score_update": 0.26,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0743317",
"timestamp": "2026-04-10T00:28:37Z",
"trace_id": "6150892e-70e2-4613-8820-60f615c1a87a",
"weighted_score": 56.41
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-10T00:28:37Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 2643
} | {
"fitness_score_update": 0.17,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0694587",
"timestamp": "2026-04-09T10:56:27Z",
"trace_id": "02587331-f055-4d88-aa77-24b4fc060fdf",
"weighted_score": 59.5
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
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"trigger": "unusual_ingress_traffic"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-09T10:56:27Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 2237
} | {
"fitness_score_update": 0.36,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0179693",
"timestamp": "2026-04-03T11:54:53Z",
"trace_id": "42507909-08ee-4211-927e-e2d51483d824",
"weighted_score": 20.21
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.986,
"engine": "nemesis_planner",
"mcts_branches": 249,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.295,
"latency_ms": 291,
"node_provider": "CrowdStrike",
"noise_level_db": 34
},
"timestamp": "2026-04-03T11:54:53Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
"noise_penalty": 0.32,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.83,
"total_execution_ms": 5601
} | {
"fitness_score_update": -0.06,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1792780",
"timestamp": "2026-04-22T03:59:40Z",
"trace_id": "2074d887-9d3b-488c-9b61-f5df07c3bf60",
"weighted_score": 19.51
} | {
"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"
} | {
"confidence_score": 0.707,
"engine": "nemesis_planner",
"mcts_branches": 450,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.86,
"latency_ms": 269,
"node_provider": "CloudTrail",
"noise_level_db": 77
},
"timestamp": "2026-04-22T03:59:40Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
"noise_penalty": 0.14,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.86,
"total_execution_ms": 7858
} | {
"fitness_score_update": 0.15,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1129748",
"timestamp": "2026-04-14T11:49:08Z",
"trace_id": "c4237af3-eb58-4ab8-9860-4443199f7842",
"weighted_score": 81.64
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.978,
"engine": "nemesis_planner",
"mcts_branches": 712,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.293,
"latency_ms": 446,
"node_provider": "Local_Syslog",
"noise_level_db": 36
},
"timestamp": "2026-04-14T11:49:08Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
"noise_penalty": 0.37,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.46,
"total_execution_ms": 3478
} | {
"fitness_score_update": 0.24,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1013422",
"timestamp": "2026-04-13T03:30:22Z",
"trace_id": "46e895e7-2287-4815-8322-299995b3d754",
"weighted_score": 87.61
} | {
"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": 0.84,
"engine": "nemesis_planner",
"mcts_branches": 916,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.806,
"latency_ms": 330,
"node_provider": "Local_Syslog",
"noise_level_db": 23
},
"timestamp": "2026-04-13T03:30:22Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compon... | {
"noise_penalty": 0.03,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.62,
"total_execution_ms": 8089
} | {
"fitness_score_update": 0.07,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1472718",
"timestamp": "2026-04-18T11:05:18Z",
"trace_id": "89840214-d1e6-4c5b-be1d-69c82df1ab97",
"weighted_score": 68.86
} | {
"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": 463,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.29,
"latency_ms": 62,
"node_provider": "CrowdStrike",
"noise_level_db": 75
},
"timestamp": "2026-04-18T11:05:18Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compone... | {
"noise_penalty": 0.32,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.64,
"total_execution_ms": 3181
} | {
"fitness_score_update": 0.13,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1130429",
"timestamp": "2026-04-14T12:00:29Z",
"trace_id": "43613a6a-4375-47f7-b66d-0f240b94073f",
"weighted_score": 33.57
} | {
"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": 0.933,
"engine": "nemesis_planner",
"mcts_branches": 232,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.394,
"latency_ms": 168,
"node_provider": "Azure_Sentinel",
"noise_level_db": 77
},
"timestamp": "2026-04-14T12:00:29Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.41,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.82,
"total_execution_ms": 9253
} | {
"fitness_score_update": 0.28,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0237984",
"timestamp": "2026-04-04T04:06:24Z",
"trace_id": "605d34d0-68f5-4c43-aa41-99d9f4e946f0",
"weighted_score": 86.45
} | {
"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": 0.788,
"engine": "nemesis_planner",
"mcts_branches": 190,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.926,
"latency_ms": 168,
"node_provider": "CloudTrail",
"noise_level_db": 62
},
"timestamp": "2026-04-04T04:06:24Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compon... | {
"noise_penalty": 0.13,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.61,
"total_execution_ms": 3555
} | {
"fitness_score_update": 0.18,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1179188",
"timestamp": "2026-04-15T01:33:08Z",
"trace_id": "96520e6f-1339-407a-9fd0-4d4c1db0f5e0",
"weighted_score": 79.54
} | {
"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": 0.926,
"engine": "nemesis_planner",
"mcts_branches": 472,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.958,
"latency_ms": 328,
"node_provider": "Azure_Sentinel",
"noise_level_db": 66
},
"timestamp": "2026-04-15T01:33:08Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.02,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.79,
"total_execution_ms": 7928
} | {
"fitness_score_update": 0.39,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0977256",
"timestamp": "2026-04-12T17:27:36Z",
"trace_id": "742faec9-4573-4b40-96f3-64191dbfee91",
"weighted_score": 93.25
} | {
"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": 0.755,
"engine": "nemesis_planner",
"mcts_branches": 130,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.957,
"latency_ms": 252,
"node_provider": "Local_Syslog",
"noise_level_db": 45
},
"timestamp": "2026-04-12T17:27:36Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"c... | {
"noise_penalty": 0.04,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.65,
"total_execution_ms": 3691
} | {
"fitness_score_update": 0.03,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1701880",
"timestamp": "2026-04-21T02:44:40Z",
"trace_id": "6e8971ed-f10f-409d-940e-71ce9ab4e005",
"weighted_score": 22.48
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.84,
"engine": "nemesis_planner",
"mcts_branches": 731,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.812,
"latency_ms": 109,
"node_provider": "Azure_Sentinel",
"noise_level_db": 80
},
"timestamp": "2026-04-21T02:44:40Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.1,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.83,
"total_execution_ms": 4310
} | {
"fitness_score_update": 0.43,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2315043",
"timestamp": "2026-04-28T05:04:03Z",
"trace_id": "c0336def-ce32-4067-9bd6-c08e98079fcc",
"weighted_score": 14.87
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.825,
"engine": "nemesis_planner",
"mcts_branches": 814,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.526,
"latency_ms": 359,
"node_provider": "Local_Syslog",
"noise_level_db": 72
},
"timestamp": "2026-04-28T05:04:03Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.37,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.53,
"total_execution_ms": 8711
} | {
"fitness_score_update": 0.18,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0868019",
"timestamp": "2026-04-11T11:06:59Z",
"trace_id": "0e5f2b04-6c1b-4224-8431-f23dc63597c4",
"weighted_score": 31.46
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.77,
"engine": "nemesis_planner",
"mcts_branches": 862,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.716,
"latency_ms": 299,
"node_provider": "CloudTrail",
"noise_level_db": 31
},
"timestamp": "2026-04-11T11:06:59Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compone... | {
"noise_penalty": 0.34,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.4,
"total_execution_ms": 4901
} | {
"fitness_score_update": 0.24,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1210736",
"timestamp": "2026-04-15T10:18:56Z",
"trace_id": "a1fea5ab-e18e-479d-a784-b7183f5f77d3",
"weighted_score": 84.14
} | {
"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": 0.947,
"engine": "nemesis_planner",
"mcts_branches": 788,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.305,
"latency_ms": 320,
"node_provider": "Azure_Sentinel",
"noise_level_db": 59
},
"timestamp": "2026-04-15T10:18:56Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
... | {
"noise_penalty": 0.12,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.48,
"total_execution_ms": 7247
} | {
"fitness_score_update": 0.44,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1479079",
"timestamp": "2026-04-18T12:51:19Z",
"trace_id": "93bee283-9b82-4c19-b921-60a1ab8389c8",
"weighted_score": 16.27
} | {
"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": 0.924,
"engine": "nemesis_planner",
"mcts_branches": 865,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.912,
"latency_ms": 21,
"node_provider": "Azure_Sentinel",
"noise_level_db": 44
},
"timestamp": "2026-04-18T12:51:19Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"comp... | {
"noise_penalty": 0.38,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.53,
"total_execution_ms": 6159
} | {
"fitness_score_update": 0.4,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0587163",
"timestamp": "2026-04-08T05:06:03Z",
"trace_id": "73c4aff2-ff4e-48cc-814b-c4a3ae4f796b",
"weighted_score": 57.78
} | {
"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": 0.836,
"engine": "nemesis_planner",
"mcts_branches": 929,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.667,
"latency_ms": 248,
"node_provider": "CloudTrail",
"noise_level_db": 13
},
"timestamp": "2026-04-08T05:06:03Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.49,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.65,
"total_execution_ms": 9278
} | {
"fitness_score_update": 0.47,
"parameter_drift": "none"
} | impact_achieved |
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