schema_version string | event dict | risk_context dict | agent_reasoning dict | correlated_telemetry list | execution_summary dict | genetic_optimizer_feedback dict | decision_outcome string |
|---|---|---|---|---|---|---|---|
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0923898",
"timestamp": "2026-04-12T02:38:18Z",
"trace_id": "0069f085-934e-48e9-bcc9-a149dc3f7c6f",
"weighted_score": 84.18
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.938,
"engine": "nemesis_planner",
"mcts_branches": 890,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.54,
"latency_ms": 311,
"node_provider": "Local_Syslog",
"noise_level_db": 49
},
"timestamp": "2026-04-12T02:38:18Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"comp... | {
"noise_penalty": 0.25,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.91,
"total_execution_ms": 6210
} | {
"fitness_score_update": 0.18,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0122558",
"timestamp": "2026-04-02T20:02:38Z",
"trace_id": "b130d637-67d0-43eb-a6cb-9042340684c1",
"weighted_score": 87.54
} | {
"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"
} | {
"confidence_score": 0.769,
"engine": "nemesis_planner",
"mcts_branches": 340,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.211,
"latency_ms": 93,
"node_provider": "Local_Syslog",
"noise_level_db": 57
},
"timestamp": "2026-04-02T20:02:38Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
"noise_penalty": 0.3,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.65,
"total_execution_ms": 8651
} | {
"fitness_score_update": -0.02,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0557791",
"timestamp": "2026-04-07T20:56:31Z",
"trace_id": "f7452fbd-9a97-4f61-9142-07a976bc2af9",
"weighted_score": 54.98
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.905,
"engine": "nemesis_planner",
"mcts_branches": 861,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.456,
"latency_ms": 275,
"node_provider": "CrowdStrike",
"noise_level_db": 24
},
"timestamp": "2026-04-07T20:56:31Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.47,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 1,
"total_execution_ms": 3511
} | {
"fitness_score_update": 0.09,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2278076",
"timestamp": "2026-04-27T18:47:56Z",
"trace_id": "7e6ad6af-40ce-48c5-af54-145fbeacca44",
"weighted_score": 93.62
} | {
"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": 0.792,
"engine": "nemesis_planner",
"mcts_branches": 352,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.312,
"latency_ms": 154,
"node_provider": "CrowdStrike",
"noise_level_db": 38
},
"timestamp": "2026-04-27T18:47:56Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compon... | {
"noise_penalty": 0.1,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.92,
"total_execution_ms": 1352
} | {
"fitness_score_update": 0.24,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0947345",
"timestamp": "2026-04-12T09:09:05Z",
"trace_id": "211f6155-1f04-41a6-9f2d-b9ef1431f090",
"weighted_score": 86.45
} | {
"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": 0.895,
"engine": "nemesis_planner",
"mcts_branches": 495,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.841,
"latency_ms": 411,
"node_provider": "CrowdStrike",
"noise_level_db": 13
},
"timestamp": "2026-04-12T09:09:05Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compon... | {
"noise_penalty": 0.12,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.69,
"total_execution_ms": 9788
} | {
"fitness_score_update": 0.31,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2410506",
"timestamp": "2026-04-29T07:35:06Z",
"trace_id": "a6c740cc-ae8f-4184-873f-ec581cc3a552",
"weighted_score": 23.09
} | {
"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": 0.786,
"engine": "nemesis_planner",
"mcts_branches": 983,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.727,
"latency_ms": 430,
"node_provider": "CloudTrail",
"noise_level_db": 21
},
"timestamp": "2026-04-29T07:35:06Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.22,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.91,
"total_execution_ms": 2518
} | {
"fitness_score_update": 0.15,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2173790",
"timestamp": "2026-04-26T13:49:50Z",
"trace_id": "2d18a3c6-4d91-4212-bde0-7aa9a063aff4",
"weighted_score": 72.57
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.791,
"engine": "nemesis_planner",
"mcts_branches": 984,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.987,
"latency_ms": 179,
"node_provider": "CrowdStrike",
"noise_level_db": 31
},
"timestamp": "2026-04-26T13:49:50Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
"noise_penalty": 0.47,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.89,
"total_execution_ms": 6711
} | {
"fitness_score_update": 0.34,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1885003",
"timestamp": "2026-04-23T05:36:43Z",
"trace_id": "27c81d0c-c985-4d15-938a-44e1a4b45a04",
"weighted_score": 11.95
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.901,
"engine": "nemesis_planner",
"mcts_branches": 596,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.742,
"latency_ms": 329,
"node_provider": "Azure_Sentinel",
"noise_level_db": 10
},
"timestamp": "2026-04-23T05:36:43Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.58,
"total_execution_ms": 3074
} | {
"fitness_score_update": 0.29,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1829931",
"timestamp": "2026-04-22T14:18:51Z",
"trace_id": "a9177182-8e73-4488-8937-30316107c030",
"weighted_score": 39.04
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.879,
"engine": "nemesis_planner",
"mcts_branches": 618,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.33,
"latency_ms": 165,
"node_provider": "Local_Syslog",
"noise_level_db": 44
},
"timestamp": "2026-04-22T14:18:51Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
"noise_penalty": 0.37,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.66,
"total_execution_ms": 7520
} | {
"fitness_score_update": 0.08,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2449480",
"timestamp": "2026-04-29T18:24:40Z",
"trace_id": "90d57bf7-8458-4d3f-a88b-05631ff3597d",
"weighted_score": 19.97
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.926,
"engine": "nemesis_planner",
"mcts_branches": 472,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.532,
"latency_ms": 107,
"node_provider": "Azure_Sentinel",
"noise_level_db": 74
},
"timestamp": "2026-04-29T18:24:40Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.09,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.67,
"total_execution_ms": 1007
} | {
"fitness_score_update": 0.45,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1664028",
"timestamp": "2026-04-20T16:13:48Z",
"trace_id": "cfdd1f9e-37fa-40d3-9a03-5162e49a22f3",
"weighted_score": 98.32
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.74,
"engine": "nemesis_planner",
"mcts_branches": 797,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.205,
"latency_ms": 231,
"node_provider": "CrowdStrike",
"noise_level_db": 24
},
"timestamp": "2026-04-20T16:13:48Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"co... | {
"noise_penalty": 0.14,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.54,
"total_execution_ms": 6369
} | {
"fitness_score_update": -0.06,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0535596",
"timestamp": "2026-04-07T14:46:36Z",
"trace_id": "c2099a0d-711b-42e4-9dd8-81231ac3795f",
"weighted_score": 40.31
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.79,
"engine": "nemesis_planner",
"mcts_branches": 848,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.128,
"latency_ms": 320,
"node_provider": "CloudTrail",
"noise_level_db": 60
},
"timestamp": "2026-04-07T14:46:36Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"com... | {
"noise_penalty": 0.33,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.45,
"total_execution_ms": 9856
} | {
"fitness_score_update": -0.06,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1770203",
"timestamp": "2026-04-21T21:43:23Z",
"trace_id": "a423baf0-f561-45db-8ac6-83b0e10f799a",
"weighted_score": 93.2
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.9,
"engine": "nemesis_planner",
"mcts_branches": 255,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.553,
"latency_ms": 51,
"node_provider": "Local_Syslog",
"noise_level_db": 20
},
"timestamp": "2026-04-21T21:43:23Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"co... | {
"noise_penalty": 0,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.91,
"total_execution_ms": 3847
} | {
"fitness_score_update": 0.28,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0845558",
"timestamp": "2026-04-11T04:52:38Z",
"trace_id": "d1bc4300-c006-460d-bcfe-5d221c854859",
"weighted_score": 83.12
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.934,
"engine": "nemesis_planner",
"mcts_branches": 860,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.799,
"latency_ms": 42,
"node_provider": "Azure_Sentinel",
"noise_level_db": 46
},
"timestamp": "2026-04-11T04:52:38Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"co... | {
"noise_penalty": 0.27,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.46,
"total_execution_ms": 6538
} | {
"fitness_score_update": 0.27,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0381813",
"timestamp": "2026-04-05T20:03:33Z",
"trace_id": "348364f8-a88f-48c2-8fed-4bb05b3e6425",
"weighted_score": 55.77
} | {
"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": 0.834,
"engine": "nemesis_planner",
"mcts_branches": 578,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.943,
"latency_ms": 488,
"node_provider": "CrowdStrike",
"noise_level_db": 29
},
"timestamp": "2026-04-05T20:03:33Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"co... | {
"noise_penalty": 0.08,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.52,
"total_execution_ms": 5216
} | {
"fitness_score_update": 0.18,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1319135",
"timestamp": "2026-04-16T16:25:35Z",
"trace_id": "7c318268-7efa-4f5e-a7fc-1d49a9ab5d8c",
"weighted_score": 42.24
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.878,
"engine": "nemesis_planner",
"mcts_branches": 731,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.868,
"latency_ms": 108,
"node_provider": "Azure_Sentinel",
"noise_level_db": 71
},
"timestamp": "2026-04-16T16:25:35Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
"noise_penalty": 0.46,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.77,
"total_execution_ms": 9639
} | {
"fitness_score_update": 0.37,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0842491",
"timestamp": "2026-04-11T04:01:31Z",
"trace_id": "30936e3b-dba6-46b7-9cec-9afcb2381a21",
"weighted_score": 85.89
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.846,
"engine": "nemesis_planner",
"mcts_branches": 765,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.191,
"latency_ms": 223,
"node_provider": "CrowdStrike",
"noise_level_db": 76
},
"timestamp": "2026-04-11T04:01:31Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
"noise_penalty": 0.48,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.59,
"total_execution_ms": 1699
} | {
"fitness_score_update": 0.26,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0019433",
"timestamp": "2026-04-01T15:23:53Z",
"trace_id": "4c034425-3ec1-4214-9447-ebf087b52301",
"weighted_score": 50.47
} | {
"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": 0.987,
"engine": "nemesis_planner",
"mcts_branches": 784,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"latency_ms": 465,
"node_provider": "Azure_Sentinel",
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},
"timestamp": "2026-04-01T15:23:53Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.83,
"total_execution_ms": 1404
} | {
"fitness_score_update": 0.49,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2217038",
"timestamp": "2026-04-27T01:50:38Z",
"trace_id": "6b98799e-718d-4071-9f80-c50912ad7e49",
"weighted_score": 51.11
} | {
"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": 0.987,
"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-27T01:50:38Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"success_rate": 0.92,
"total_execution_ms": 8483
} | {
"fitness_score_update": 0.2,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1804095",
"timestamp": "2026-04-22T07:08:15Z",
"trace_id": "b3071d53-e28b-4f43-aadd-a5df6760f0f8",
"weighted_score": 61.79
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.722,
"engine": "nemesis_planner",
"mcts_branches": 329,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "Azure_Sentinel",
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},
"timestamp": "2026-04-22T07:08:15Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 3781
} | {
"fitness_score_update": -0.06,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1514264",
"timestamp": "2026-04-18T22:37:44Z",
"trace_id": "d889d746-f6de-4001-8fce-266139131c40",
"weighted_score": 18.37
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.969,
"engine": "nemesis_planner",
"mcts_branches": 154,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-18T22:37:44Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"success_rate": 0.98,
"total_execution_ms": 9445
} | {
"fitness_score_update": 0.44,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0849994",
"timestamp": "2026-04-11T06:06:34Z",
"trace_id": "7d7be9ba-9e5a-46c4-80f6-4f07bc3bc659",
"weighted_score": 21.55
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.898,
"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-11T06:06:34Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 2071
} | {
"fitness_score_update": 0.46,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1215906",
"timestamp": "2026-04-15T11:45:06Z",
"trace_id": "ffb5ec4c-6358-4bc8-ba40-debd7f4edeaa",
"weighted_score": 81.66
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 815,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-15T11:45:06Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 1859
} | {
"fitness_score_update": 0.19,
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1295675",
"timestamp": "2026-04-16T09:54:35Z",
"trace_id": "57b60831-4120-4985-9008-3a6692da888f",
"weighted_score": 35.36
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-16T09:54:35Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
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"total_execution_ms": 1022
} | {
"fitness_score_update": -0.07,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0643005",
"timestamp": "2026-04-08T20:36:45Z",
"trace_id": "1e7fecea-7024-4396-8ca6-3a5ecda7aaa1",
"weighted_score": 76.17
} | {
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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": "2026-04-08T20:36:45Z"
},
{
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... | {
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"total_execution_ms": 9442
} | {
"fitness_score_update": 0.48,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0960086",
"timestamp": "2026-04-12T12:41:26Z",
"trace_id": "7a010b50-63b1-446b-9e76-64d6979d18fa",
"weighted_score": 79.97
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-12T12:41:26Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 5224
} | {
"fitness_score_update": 0.17,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0163078",
"timestamp": "2026-04-03T07:17:58Z",
"trace_id": "4b3a6179-0897-4429-b2d7-88d391c5f443",
"weighted_score": 92.19
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-03T07:17:58Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 2867
} | {
"fitness_score_update": 0.19,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1174703",
"timestamp": "2026-04-15T00:18:23Z",
"trace_id": "99c3c6ed-2eed-4214-bd45-022bebb96a18",
"weighted_score": 71.84
} | {
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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": 185,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-15T00:18:23Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 2016
} | {
"fitness_score_update": 0.12,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2411003",
"timestamp": "2026-04-29T07:43:23Z",
"trace_id": "a0ace363-36dd-46a4-a72a-f5ddbacd887c",
"weighted_score": 24.41
} | {
"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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"engine": "nemesis_planner",
"mcts_branches": 140,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-29T07:43:23Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component":... | {
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"total_execution_ms": 1824
} | {
"fitness_score_update": 0.26,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0184574",
"timestamp": "2026-04-03T13:16:14Z",
"trace_id": "ef4ceab2-0be9-4754-a827-b6b400fff066",
"weighted_score": 35.83
} | {
"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": 0.801,
"engine": "nemesis_planner",
"mcts_branches": 448,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-03T13:16:14Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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"total_execution_ms": 6837
} | {
"fitness_score_update": 0.31,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1825715",
"timestamp": "2026-04-22T13:08:35Z",
"trace_id": "8258911b-b933-4fda-8e34-b3488f357e1c",
"weighted_score": 61.55
} | {
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"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.825,
"engine": "nemesis_planner",
"mcts_branches": 909,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-22T13:08:35Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.48,
"total_execution_ms": 5754
} | {
"fitness_score_update": -0.01,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0147440",
"timestamp": "2026-04-03T02:57:20Z",
"trace_id": "c59e4cdc-a3d5-47ed-b91b-a3129a205855",
"weighted_score": 67.97
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 711,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "Azure_Sentinel",
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},
"timestamp": "2026-04-03T02:57:20Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
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"success_rate": 0.64,
"total_execution_ms": 8088
} | {
"fitness_score_update": -0.04,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1661206",
"timestamp": "2026-04-20T15:26:46Z",
"trace_id": "b28880df-d0b7-4443-a047-9c345e2257bc",
"weighted_score": 81.08
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.821,
"engine": "nemesis_planner",
"mcts_branches": 301,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "CloudTrail",
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},
"timestamp": "2026-04-20T15:26:46Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"success_rate": 0.76,
"total_execution_ms": 6193
} | {
"fitness_score_update": 0.04,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1568561",
"timestamp": "2026-04-19T13:42:41Z",
"trace_id": "fab9d245-617f-4deb-b01b-5a0dab28ead3",
"weighted_score": 40.19
} | {
"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": 0.929,
"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-19T13:42:41Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"com... | {
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"success_rate": 0.89,
"total_execution_ms": 5636
} | {
"fitness_score_update": 0.2,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1734512",
"timestamp": "2026-04-21T11:48:32Z",
"trace_id": "3eb3c726-e513-44c7-b9c1-75370e940312",
"weighted_score": 82.97
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 800,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-21T11:48:32Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"total_execution_ms": 8095
} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1160884",
"timestamp": "2026-04-14T20:28:04Z",
"trace_id": "989ddcca-381d-4a4b-b40d-3d9698c6c9ca",
"weighted_score": 83.91
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 870,
"winning_strategy": "Stealth_Escalation"
} | [
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"action": "RECON_FUZZ_API",
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},
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},
{
"action": "EXPLOIT_SQL_INJECTION",
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2332650",
"timestamp": "2026-04-28T09:57:30Z",
"trace_id": "d8ccbc1f-1c21-4854-a4d4-fc8f7cdb35e8",
"weighted_score": 33.52
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-28T09:57:30Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"total_execution_ms": 4157
} | {
"fitness_score_update": 0.05,
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0289148",
"timestamp": "2026-04-04T18:19:08Z",
"trace_id": "92cc070d-fb0e-4ad5-aa4b-587436eebcb6",
"weighted_score": 92.18
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.771,
"engine": "nemesis_planner",
"mcts_branches": 377,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-04T18:19:08Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 3611
} | {
"fitness_score_update": 0.22,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1923043",
"timestamp": "2026-04-23T16:10:43Z",
"trace_id": "446b6e5f-c365-4246-b8f6-455d7a770114",
"weighted_score": 75.02
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-23T16:10:43Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 7950
} | {
"fitness_score_update": 0.23,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0589728",
"timestamp": "2026-04-08T05:48:48Z",
"trace_id": "effd2843-068e-4dca-9480-a8034260f1f0",
"weighted_score": 79.71
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-08T05:48:48Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 4567
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2320156",
"timestamp": "2026-04-28T06:29:16Z",
"trace_id": "27074e52-fc75-4801-b435-e175fed78471",
"weighted_score": 39.05
} | {
"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"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-28T06:29:16Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 1128
} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2234169",
"timestamp": "2026-04-27T06:36:09Z",
"trace_id": "4beb1822-f854-457b-9404-81c9947ca5fa",
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} | {
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"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.95,
"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-27T06:36:09Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 6567
} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0425889",
"timestamp": "2026-04-06T08:18:09Z",
"trace_id": "e3e4c86c-1a99-4b43-84d3-97470e154762",
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} | {
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"chain": "us-east-1",
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"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.831,
"engine": "nemesis_planner",
"mcts_branches": 397,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-06T08:18:09Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"total_execution_ms": 2245
} | {
"fitness_score_update": -0.09,
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2066199",
"timestamp": "2026-04-25T07:56:39Z",
"trace_id": "f80023ae-3d07-4f0b-b88a-a24efcc4ab21",
"weighted_score": 82.59
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
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"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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"mcts_branches": 681,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-25T07:56:39Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 2347
} | {
"fitness_score_update": 0.17,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1270718",
"timestamp": "2026-04-16T02:58:38Z",
"trace_id": "f0ec785d-3164-4583-bdc8-fcd8e3cd3ecc",
"weighted_score": 31.4
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 531,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-16T02:58:38Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 3379
} | {
"fitness_score_update": 0.31,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0076781",
"timestamp": "2026-04-02T07:19:41Z",
"trace_id": "46dde7da-8ffe-43b3-b7f4-ea26d6df5ae5",
"weighted_score": 22.82
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-02T07:19:41Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 3255
} | {
"fitness_score_update": 0.3,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1721044",
"timestamp": "2026-04-21T08:04:04Z",
"trace_id": "47ffd917-5d6f-42ad-bf3e-21ddb08e81bc",
"weighted_score": 94.19
} | {
"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": 677,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-21T08:04:04Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 8348
} | {
"fitness_score_update": 0.32,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2475937",
"timestamp": "2026-04-30T01:45:37Z",
"trace_id": "b514a13b-3aca-4b0f-b69a-e3fb4cf3140d",
"weighted_score": 31.86
} | {
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"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.706,
"engine": "nemesis_planner",
"mcts_branches": 902,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-30T01:45:37Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
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"total_execution_ms": 3001
} | {
"fitness_score_update": -0.06,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1482496",
"timestamp": "2026-04-18T13:48:16Z",
"trace_id": "26bd07c1-3ee7-4ce0-888c-222b3ef84566",
"weighted_score": 64.25
} | {
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"chain": "prod-cluster-01",
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"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.941,
"engine": "nemesis_planner",
"mcts_branches": 398,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-18T13:48:16Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 2124
} | {
"fitness_score_update": 0.44,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2031321",
"timestamp": "2026-04-24T22:15:21Z",
"trace_id": "17d764b1-e53e-451f-a61c-33821039b407",
"weighted_score": 77.44
} | {
"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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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-24T22:15:21Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 2980
} | {
"fitness_score_update": 0.16,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0063172",
"timestamp": "2026-04-02T03:32:52Z",
"trace_id": "4c71ea4b-ec77-4ab9-96d2-8a1fa72df646",
"weighted_score": 62.63
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-02T03:32:52Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 6293
} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2439867",
"timestamp": "2026-04-29T15:44:27Z",
"trace_id": "c2bab7de-fb42-4b7f-90ed-989a05666c50",
"weighted_score": 15.17
} | {
"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": 0.951,
"engine": "nemesis_planner",
"mcts_branches": 310,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-29T15:44:27Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"c... | {
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"total_execution_ms": 7853
} | {
"fitness_score_update": 0.43,
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1062699",
"timestamp": "2026-04-13T17:11:39Z",
"trace_id": "bfaf817c-123e-45c2-9358-95b2d1b8c0a0",
"weighted_score": 19.7
} | {
"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": 0.841,
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-13T17:11:39Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 6905
} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1424415",
"timestamp": "2026-04-17T21:40:15Z",
"trace_id": "34569bb9-02a7-44ad-b6ca-7f20b1897760",
"weighted_score": 95.26
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.705,
"engine": "nemesis_planner",
"mcts_branches": 278,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-17T21:40:15Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 1628
} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1765032",
"timestamp": "2026-04-21T20:17:12Z",
"trace_id": "d7cee072-af67-404f-92b4-2f4b65cb21f6",
"weighted_score": 44.64
} | {
"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": "2026-04-21T20:17:12Z"
},
{
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"total_execution_ms": 4161
} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0174443",
"timestamp": "2026-04-03T10:27:23Z",
"trace_id": "19225747-27db-4454-b398-547c9890754d",
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} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-03T10:27:23Z"
},
{
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} | {
"fitness_score_update": 0.24,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0193246",
"timestamp": "2026-04-03T15:40:46Z",
"trace_id": "71773fe2-b410-4adc-b217-ac5edfdc0c89",
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} | {
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"chain": "us-east-1",
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"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.947,
"engine": "nemesis_planner",
"mcts_branches": 428,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
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},
{
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"total_execution_ms": 6537
} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0422541",
"timestamp": "2026-04-06T07:22:21Z",
"trace_id": "b424cfab-879c-40ae-827f-cb060cdeea36",
"weighted_score": 45.08
} | {
"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": 0.989,
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-06T07:22:21Z"
},
{
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} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2455266",
"timestamp": "2026-04-29T20:01:06Z",
"trace_id": "ace08135-7f75-4374-a6a3-5b61907ba018",
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} | {
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"chain": "prod-cluster-01",
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} | {
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} | [
{
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},
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},
{
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0020209",
"timestamp": "2026-04-01T15:36:49Z",
"trace_id": "781040bf-a558-4285-a63c-d907309a487c",
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} | {
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"chain": "windows-server-2022",
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"protocol": "Active-Directory",
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} | {
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} | [
{
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},
"timestamp": "2026-04-01T15:36:49Z"
},
{
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"total_execution_ms": 6797
} | {
"fitness_score_update": 0.38,
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0496252",
"timestamp": "2026-04-07T03:50:52Z",
"trace_id": "16d836e7-7add-4a9a-bb2d-6d16e256a83c",
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} | {
"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"
} | [
{
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},
"timestamp": "2026-04-07T03:50:52Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 8471
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2174008",
"timestamp": "2026-04-26T13:53:28Z",
"trace_id": "fb900e84-9ad4-4d93-af81-ce4081812837",
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} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
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"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.958,
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"mcts_branches": 499,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-26T13:53:28Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 1113
} | {
"fitness_score_update": 0.04,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0864751",
"timestamp": "2026-04-11T10:12:31Z",
"trace_id": "a352b62e-927a-4bf9-8b99-d1b568b6f45d",
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} | {
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"chain": "us-east-1",
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"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.854,
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-11T10:12:31Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"total_execution_ms": 9565
} | {
"fitness_score_update": 0.16,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2422711",
"timestamp": "2026-04-29T10:58:31Z",
"trace_id": "c9aec994-0bc1-472d-98ec-9e1ad17b573a",
"weighted_score": 61.3
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-29T10:58:31Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 8679
} | {
"fitness_score_update": 0.31,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1041399",
"timestamp": "2026-04-13T11:16:39Z",
"trace_id": "767e1b24-bea1-479a-945e-2b53003d21d7",
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} | {
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"chain": "us-east-1",
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-13T11:16:39Z"
},
{
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"... | {
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"total_execution_ms": 2946
} | {
"fitness_score_update": 0.36,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1339441",
"timestamp": "2026-04-16T22:04:01Z",
"trace_id": "35be519d-f32c-4990-bb4b-1e377a85b6bb",
"weighted_score": 72.35
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 623,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-16T22:04:01Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
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"total_execution_ms": 6672
} | {
"fitness_score_update": 0.17,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0014011",
"timestamp": "2026-04-01T13:53:31Z",
"trace_id": "0db1a7e2-3695-43e8-9b9e-b97f50869b92",
"weighted_score": 58.05
} | {
"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"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-01T13:53:31Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 5578
} | {
"fitness_score_update": 0.48,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1999449",
"timestamp": "2026-04-24T13:24:09Z",
"trace_id": "475ca9b3-38cb-4069-b2ad-3561ea9d17c8",
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} | {
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"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-24T13:24:09Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 5517
} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0762379",
"timestamp": "2026-04-10T05:46:19Z",
"trace_id": "54b33dca-4e71-4671-ac3e-94ec38e3c64c",
"weighted_score": 97.5
} | {
"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": "2026-04-10T05:46:19Z"
},
{
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2272387",
"timestamp": "2026-04-27T17:13:07Z",
"trace_id": "f9ab6b61-3192-4a28-a4b0-b896943bd066",
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} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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} | [
{
"action": "CLOUD_RECON_IAM",
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},
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},
{
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1516894",
"timestamp": "2026-04-18T23:21:34Z",
"trace_id": "18ef1097-54ea-4ea1-827c-5daae88478a5",
"weighted_score": 34.44
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
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},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0885326",
"timestamp": "2026-04-11T15:55:26Z",
"trace_id": "71b60bae-a28b-4c96-9867-dc5b3ce5cb92",
"weighted_score": 26.05
} | {
"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"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
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},
{
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
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"timestamp": "2026-04-26T04:25:06Z",
"trace_id": "cab417b9-effa-46f1-bdcb-8646b65ceb2c",
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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": "2026-04-26T04:25:06Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 6028
} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
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"timestamp": "2026-04-11T22:00:40Z",
"trace_id": "a18e52e8-af60-495a-bf6d-4a55e9dc7a0c",
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} | {
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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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},
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},
{
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... | {
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
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"timestamp": "2026-04-05T22:21:16Z",
"trace_id": "33889b39-9dd0-4741-957c-a234ea19d399",
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} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
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"protocol": "Kubernetes",
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} | {
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} | [
{
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},
"timestamp": "2026-04-05T22:21:16Z"
},
{
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0983354",
"timestamp": "2026-04-12T19:09:14Z",
"trace_id": "1027d0fe-7c84-41fc-a380-e6b4e8273f97",
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} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
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},
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},
{
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} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0676796",
"timestamp": "2026-04-09T05:59:56Z",
"trace_id": "9d7e52e4-3301-49ad-95ad-69f2a5abef73",
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} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
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"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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} | [
{
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},
"timestamp": "2026-04-09T05:59:56Z"
},
{
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2196051",
"timestamp": "2026-04-26T20:00:51Z",
"trace_id": "dfd7eec2-289c-4049-a9cf-bdcee68be7e0",
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} | {
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"protocol": "AWS-Cloud",
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} | {
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} | [
{
"action": "CLOUD_RECON_IAM",
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},
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},
{
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"total_execution_ms": 1630
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1777136",
"timestamp": "2026-04-21T23:38:56Z",
"trace_id": "1e804ac8-c194-4695-9c2e-2df43aede221",
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} | {
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} | {
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} | [
{
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},
"timestamp": "2026-04-21T23:38:56Z"
},
{
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2493518",
"timestamp": "2026-04-30T06:38:38Z",
"trace_id": "10ce28c2-ca66-4b3d-87b7-1a1a6abc1397",
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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": "2026-04-30T06:38:38Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 7564
} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1141971",
"timestamp": "2026-04-14T15:12:51Z",
"trace_id": "2c1299fc-8bd2-437a-a4a5-e41c48c53f69",
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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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} | [
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},
"timestamp": "2026-04-14T15:12:51Z"
},
{
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"total_execution_ms": 3189
} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
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"id": "NEMESIS-1697598",
"timestamp": "2026-04-21T01:33:18Z",
"trace_id": "8e218cfa-3abe-4850-83cc-56b4635854fa",
"weighted_score": 17.54
} | {
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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": "2026-04-21T01:33:18Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 4878
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
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"id": "NEMESIS-0242386",
"timestamp": "2026-04-04T05:19:46Z",
"trace_id": "d9b229ba-af55-4b1d-8864-32fc410297ef",
"weighted_score": 54.48
} | {
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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": "2026-04-04T05:19:46Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"success_rate": 0.98,
"total_execution_ms": 6534
} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
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"id": "NEMESIS-1484008",
"timestamp": "2026-04-18T14:13:28Z",
"trace_id": "e93eb14a-337f-4103-9f24-71c461c23c96",
"weighted_score": 93.06
} | {
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"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": "2026-04-18T14:13:28Z"
},
{
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"total_execution_ms": 8250
} | {
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"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0942207",
"timestamp": "2026-04-12T07:43:27Z",
"trace_id": "0b3a06db-73e6-49f5-852b-66f13f782008",
"weighted_score": 96.62
} | {
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
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},
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},
{
"action": "EXPLOIT_SQL_INJECTION",
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.51,
"total_execution_ms": 4800
} | {
"fitness_score_update": 0.15,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2384063",
"timestamp": "2026-04-29T00:14:23Z",
"trace_id": "ddad056f-375b-40a4-9561-20c1b37b5ac4",
"weighted_score": 71.88
} | {
"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": 0.885,
"engine": "nemesis_planner",
"mcts_branches": 204,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.768,
"latency_ms": 250,
"node_provider": "CrowdStrike",
"noise_level_db": 63
},
"timestamp": "2026-04-29T00:14:23Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
"noise_penalty": 0.03,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.49,
"total_execution_ms": 4356
} | {
"fitness_score_update": 0.31,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0468851",
"timestamp": "2026-04-06T20:14:11Z",
"trace_id": "62795d07-9965-44cd-982b-7bf760bd9bd8",
"weighted_score": 68.7
} | {
"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": 0.985,
"engine": "nemesis_planner",
"mcts_branches": 690,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.446,
"latency_ms": 232,
"node_provider": "CrowdStrike",
"noise_level_db": 28
},
"timestamp": "2026-04-06T20:14:11Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.24,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.6,
"total_execution_ms": 9639
} | {
"fitness_score_update": 0.3,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1631938",
"timestamp": "2026-04-20T07:18:58Z",
"trace_id": "e42a42bd-6b73-4a30-9d0e-94b8fbe46b75",
"weighted_score": 80.33
} | {
"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": 0.964,
"engine": "nemesis_planner",
"mcts_branches": 305,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.439,
"latency_ms": 296,
"node_provider": "CrowdStrike",
"noise_level_db": 75
},
"timestamp": "2026-04-20T07:18:58Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
"noise_penalty": 0.49,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.57,
"total_execution_ms": 4244
} | {
"fitness_score_update": 0.35,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0628812",
"timestamp": "2026-04-08T16:40:12Z",
"trace_id": "4659db65-6d23-452e-acab-66007a6af931",
"weighted_score": 87.42
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.794,
"engine": "nemesis_planner",
"mcts_branches": 737,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.895,
"latency_ms": 55,
"node_provider": "Local_Syslog",
"noise_level_db": 38
},
"timestamp": "2026-04-08T16:40:12Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compon... | {
"noise_penalty": 0.33,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.55,
"total_execution_ms": 6453
} | {
"fitness_score_update": 0.34,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1981601",
"timestamp": "2026-04-24T08:26:41Z",
"trace_id": "6b34247e-ecfa-4bd6-a2de-d6ab7e5f4e8d",
"weighted_score": 33.32
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.9,
"engine": "nemesis_planner",
"mcts_branches": 424,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.845,
"latency_ms": 77,
"node_provider": "Local_Syslog",
"noise_level_db": 30
},
"timestamp": "2026-04-24T08:26:41Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"co... | {
"noise_penalty": 0.06,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.83,
"total_execution_ms": 9903
} | {
"fitness_score_update": 0.26,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0759024",
"timestamp": "2026-04-10T04:50:24Z",
"trace_id": "99b03f15-61e9-4514-98ba-fa7bcee15be5",
"weighted_score": 27.7
} | {
"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": 0.799,
"engine": "nemesis_planner",
"mcts_branches": 175,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.212,
"latency_ms": 20,
"node_provider": "Local_Syslog",
"noise_level_db": 55
},
"timestamp": "2026-04-10T04:50:24Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
"noise_penalty": 0.03,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.68,
"total_execution_ms": 6521
} | {
"fitness_score_update": 0.35,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1961783",
"timestamp": "2026-04-24T02:56:23Z",
"trace_id": "2fe6751e-218c-48da-8d6d-d83e908c6b2d",
"weighted_score": 57.85
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.82,
"engine": "nemesis_planner",
"mcts_branches": 920,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.385,
"latency_ms": 132,
"node_provider": "Local_Syslog",
"noise_level_db": 13
},
"timestamp": "2026-04-24T02:56:23Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.06,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.9,
"total_execution_ms": 8929
} | {
"fitness_score_update": 0.01,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0507348",
"timestamp": "2026-04-07T06:55:48Z",
"trace_id": "e867df5e-ad98-4c4c-99ad-ee793b4e8da1",
"weighted_score": 55.92
} | {
"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": 0.89,
"engine": "nemesis_planner",
"mcts_branches": 317,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.824,
"latency_ms": 479,
"node_provider": "Local_Syslog",
"noise_level_db": 80
},
"timestamp": "2026-04-07T06:55:48Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.39,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.8,
"total_execution_ms": 7465
} | {
"fitness_score_update": 0.3,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1329406",
"timestamp": "2026-04-16T19:16:46Z",
"trace_id": "b5a67713-a675-433f-ab1e-03057436f9fa",
"weighted_score": 25.53
} | {
"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": 0.797,
"engine": "nemesis_planner",
"mcts_branches": 636,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.692,
"latency_ms": 262,
"node_provider": "CrowdStrike",
"noise_level_db": 24
},
"timestamp": "2026-04-16T19:16:46Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compon... | {
"noise_penalty": 0,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.43,
"total_execution_ms": 1728
} | {
"fitness_score_update": 0.1,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1902089",
"timestamp": "2026-04-23T10:21:29Z",
"trace_id": "4defd853-9d28-4249-80e2-631ddadf9aa2",
"weighted_score": 52.53
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.707,
"engine": "nemesis_planner",
"mcts_branches": 457,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.718,
"latency_ms": 201,
"node_provider": "Azure_Sentinel",
"noise_level_db": 59
},
"timestamp": "2026-04-23T10:21:29Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
"noise_penalty": 0.3,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.46,
"total_execution_ms": 6650
} | {
"fitness_score_update": 0.36,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2220053",
"timestamp": "2026-04-27T02:40:53Z",
"trace_id": "077b2429-a608-4f0d-87d6-1178893dcb49",
"weighted_score": 49.51
} | {
"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": 0.754,
"engine": "nemesis_planner",
"mcts_branches": 672,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.829,
"latency_ms": 58,
"node_provider": "Azure_Sentinel",
"noise_level_db": 54
},
"timestamp": "2026-04-27T02:40:53Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component... | {
"noise_penalty": 0.46,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.62,
"total_execution_ms": 4182
} | {
"fitness_score_update": 0.26,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1217125",
"timestamp": "2026-04-15T12:05:25Z",
"trace_id": "34d68ec6-e23a-47e7-82fb-7cba507688c0",
"weighted_score": 90.97
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.869,
"engine": "nemesis_planner",
"mcts_branches": 752,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.808,
"latency_ms": 398,
"node_provider": "CrowdStrike",
"noise_level_db": 64
},
"timestamp": "2026-04-15T12:05:25Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
"noise_penalty": 0.42,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.4,
"total_execution_ms": 8730
} | {
"fitness_score_update": 0.04,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0165157",
"timestamp": "2026-04-03T07:52:37Z",
"trace_id": "82e795c5-f282-4497-98ca-3837c9eab775",
"weighted_score": 63.53
} | {
"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": 0.786,
"engine": "nemesis_planner",
"mcts_branches": 593,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.839,
"latency_ms": 460,
"node_provider": "Azure_Sentinel",
"noise_level_db": 55
},
"timestamp": "2026-04-03T07:52:37Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.35,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.78,
"total_execution_ms": 1865
} | {
"fitness_score_update": 0.37,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1900605",
"timestamp": "2026-04-23T09:56:45Z",
"trace_id": "84bc1de7-f14a-48fb-ab0c-dce8558b743d",
"weighted_score": 90.25
} | {
"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": 0.736,
"engine": "nemesis_planner",
"mcts_branches": 600,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.298,
"latency_ms": 405,
"node_provider": "CloudTrail",
"noise_level_db": 23
},
"timestamp": "2026-04-23T09:56:45Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
"noise_penalty": 0.12,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.48,
"total_execution_ms": 9597
} | {
"fitness_score_update": 0.01,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1634044",
"timestamp": "2026-04-20T07:54:04Z",
"trace_id": "e61330a4-c4e9-4c4c-97bb-9cc4d90062dc",
"weighted_score": 41.92
} | {
"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": 0.805,
"engine": "nemesis_planner",
"mcts_branches": 816,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.85,
"latency_ms": 375,
"node_provider": "Azure_Sentinel",
"noise_level_db": 75
},
"timestamp": "2026-04-20T07:54:04Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compo... | {
"noise_penalty": 0.3,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.74,
"total_execution_ms": 4535
} | {
"fitness_score_update": 0.14,
"parameter_drift": "none"
} | detected_by_soc |
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