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": "impact_achieved",
"id": "NEMESIS-0151663",
"timestamp": "2026-04-03T04:07:43Z",
"trace_id": "ea7ab672-5025-4caf-8585-b7186c9a3e02",
"weighted_score": 49.91
} | {
"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": 0.976,
"engine": "nemesis_planner",
"mcts_branches": 201,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.882,
"latency_ms": 191,
"node_provider": "Local_Syslog",
"noise_level_db": 40
},
"timestamp": "2026-04-03T04:07:43Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.34,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.64,
"total_execution_ms": 8893
} | {
"fitness_score_update": 0.3,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2257320",
"timestamp": "2026-04-27T13:02:00Z",
"trace_id": "f9efcdf7-c91f-4bd6-818d-4de701543d31",
"weighted_score": 73.84
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.772,
"engine": "nemesis_planner",
"mcts_branches": 208,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.386,
"latency_ms": 442,
"node_provider": "Local_Syslog",
"noise_level_db": 59
},
"timestamp": "2026-04-27T13:02:00Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"c... | {
"noise_penalty": 0.28,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.51,
"total_execution_ms": 8450
} | {
"fitness_score_update": 0.09,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2400214",
"timestamp": "2026-04-29T04:43:34Z",
"trace_id": "becb7a77-6619-4d41-8748-4b6366334098",
"weighted_score": 23.21
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.717,
"engine": "nemesis_planner",
"mcts_branches": 100,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.658,
"latency_ms": 72,
"node_provider": "Local_Syslog",
"noise_level_db": 16
},
"timestamp": "2026-04-29T04:43:34Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compon... | {
"noise_penalty": 0.12,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.46,
"total_execution_ms": 7147
} | {
"fitness_score_update": 0.22,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0758898",
"timestamp": "2026-04-10T04:48:18Z",
"trace_id": "bbeb0ee9-cb2b-4626-9b9e-97c30b5ccc0f",
"weighted_score": 36.56
} | {
"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": 0.804,
"engine": "nemesis_planner",
"mcts_branches": 639,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.882,
"latency_ms": 191,
"node_provider": "CloudTrail",
"noise_level_db": 18
},
"timestamp": "2026-04-10T04:48:18Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.06,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.56,
"total_execution_ms": 6736
} | {
"fitness_score_update": -0.06,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1340042",
"timestamp": "2026-04-16T22:14:02Z",
"trace_id": "9f5320ae-c818-497a-8685-97630f32d598",
"weighted_score": 26.83
} | {
"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": 0.957,
"engine": "nemesis_planner",
"mcts_branches": 311,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.487,
"latency_ms": 471,
"node_provider": "Local_Syslog",
"noise_level_db": 71
},
"timestamp": "2026-04-16T22:14:02Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.34,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.61,
"total_execution_ms": 3773
} | {
"fitness_score_update": 0.23,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0135275",
"timestamp": "2026-04-02T23:34:35Z",
"trace_id": "dda4b424-8ad9-42d8-aa13-d66b845c56e4",
"weighted_score": 39.24
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.962,
"engine": "nemesis_planner",
"mcts_branches": 576,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.883,
"latency_ms": 312,
"node_provider": "Azure_Sentinel",
"noise_level_db": 17
},
"timestamp": "2026-04-02T23:34:35Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compon... | {
"noise_penalty": 0.31,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.64,
"total_execution_ms": 7540
} | {
"fitness_score_update": 0.19,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2013899",
"timestamp": "2026-04-24T17:24:59Z",
"trace_id": "619bcbdc-d82f-416b-a159-882d9dc7bc81",
"weighted_score": 85.34
} | {
"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": 0.955,
"engine": "nemesis_planner",
"mcts_branches": 246,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.551,
"latency_ms": 434,
"node_provider": "CrowdStrike",
"noise_level_db": 30
},
"timestamp": "2026-04-24T17:24:59Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.38,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.79,
"total_execution_ms": 4975
} | {
"fitness_score_update": 0.23,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0193729",
"timestamp": "2026-04-03T15:48:49Z",
"trace_id": "7808abe9-fcf4-4121-8df4-bce11b375968",
"weighted_score": 90.73
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.716,
"engine": "nemesis_planner",
"mcts_branches": 449,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.307,
"latency_ms": 238,
"node_provider": "CloudTrail",
"noise_level_db": 11
},
"timestamp": "2026-04-03T15:48:49Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.27,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.99,
"total_execution_ms": 5241
} | {
"fitness_score_update": 0.43,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0339712",
"timestamp": "2026-04-05T08:21:52Z",
"trace_id": "ca95d048-94bc-466d-823c-5223295daf8b",
"weighted_score": 92.99
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.801,
"engine": "nemesis_planner",
"mcts_branches": 748,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.925,
"latency_ms": 52,
"node_provider": "Local_Syslog",
"noise_level_db": 39
},
"timestamp": "2026-04-05T08:21:52Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
"noise_penalty": 0.47,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.86,
"total_execution_ms": 6274
} | {
"fitness_score_update": -0.03,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0510409",
"timestamp": "2026-04-07T07:46:49Z",
"trace_id": "231ecc39-192e-40a8-ae10-87e389cf2920",
"weighted_score": 96.08
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.827,
"engine": "nemesis_planner",
"mcts_branches": 487,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.256,
"latency_ms": 63,
"node_provider": "CloudTrail",
"noise_level_db": 23
},
"timestamp": "2026-04-07T07:46:49Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component":... | {
"noise_penalty": 0.05,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.51,
"total_execution_ms": 1518
} | {
"fitness_score_update": 0.08,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1989229",
"timestamp": "2026-04-24T10:33:49Z",
"trace_id": "4fae4bf6-3d95-4f70-867d-5641eda4128b",
"weighted_score": 58.64
} | {
"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": 0.911,
"engine": "nemesis_planner",
"mcts_branches": 460,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.323,
"latency_ms": 126,
"node_provider": "Local_Syslog",
"noise_level_db": 19
},
"timestamp": "2026-04-24T10:33:49Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
"noise_penalty": 0.1,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.49,
"total_execution_ms": 4528
} | {
"fitness_score_update": 0.17,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2079478",
"timestamp": "2026-04-25T11:37:58Z",
"trace_id": "f408ff09-9ec2-4f5a-868b-00f324452f0b",
"weighted_score": 24.77
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.752,
"engine": "nemesis_planner",
"mcts_branches": 479,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.67,
"latency_ms": 182,
"node_provider": "CloudTrail",
"noise_level_db": 57
},
"timestamp": "2026-04-25T11:37:58Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
"noise_penalty": 0.35,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.89,
"total_execution_ms": 5390
} | {
"fitness_score_update": 0.06,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2232986",
"timestamp": "2026-04-27T06:16:26Z",
"trace_id": "738d39d6-1791-4753-b565-3689310e3d06",
"weighted_score": 18.32
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.778,
"engine": "nemesis_planner",
"mcts_branches": 249,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.775,
"latency_ms": 252,
"node_provider": "Local_Syslog",
"noise_level_db": 25
},
"timestamp": "2026-04-27T06:16:26Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
"noise_penalty": 0.16,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.75,
"total_execution_ms": 4294
} | {
"fitness_score_update": 0.33,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2077665",
"timestamp": "2026-04-25T11:07:45Z",
"trace_id": "9221001b-8754-4866-8f00-538672ba3a41",
"weighted_score": 36.79
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.971,
"engine": "nemesis_planner",
"mcts_branches": 607,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.707,
"latency_ms": 190,
"node_provider": "CrowdStrike",
"noise_level_db": 24
},
"timestamp": "2026-04-25T11:07:45Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"com... | {
"noise_penalty": 0.43,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.61,
"total_execution_ms": 7450
} | {
"fitness_score_update": 0.09,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0579722",
"timestamp": "2026-04-08T03:02:02Z",
"trace_id": "9c54d27a-c1ef-402c-9653-c87e2bdd4541",
"weighted_score": 68.57
} | {
"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": 0.724,
"engine": "nemesis_planner",
"mcts_branches": 520,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.553,
"latency_ms": 144,
"node_provider": "Azure_Sentinel",
"noise_level_db": 58
},
"timestamp": "2026-04-08T03:02:02Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"comp... | {
"noise_penalty": 0.46,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.54,
"total_execution_ms": 2878
} | {
"fitness_score_update": 0.34,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0946984",
"timestamp": "2026-04-12T09:03:04Z",
"trace_id": "fe490c69-40fb-4f6f-ab89-29d7f6481ba6",
"weighted_score": 98.64
} | {
"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": 0.949,
"engine": "nemesis_planner",
"mcts_branches": 502,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.159,
"latency_ms": 84,
"node_provider": "CloudTrail",
"noise_level_db": 68
},
"timestamp": "2026-04-12T09:03:04Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"componen... | {
"noise_penalty": 0.49,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.43,
"total_execution_ms": 2532
} | {
"fitness_score_update": 0.36,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0331008",
"timestamp": "2026-04-05T05:56:48Z",
"trace_id": "26cca8f6-58c7-41b8-8c2f-4874a3d93d15",
"weighted_score": 76.2
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.902,
"engine": "nemesis_planner",
"mcts_branches": 715,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.387,
"latency_ms": 475,
"node_provider": "Local_Syslog",
"noise_level_db": 19
},
"timestamp": "2026-04-05T05:56:48Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compo... | {
"noise_penalty": 0.09,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.9,
"total_execution_ms": 9757
} | {
"fitness_score_update": 0.13,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1377514",
"timestamp": "2026-04-17T08:38:34Z",
"trace_id": "73d7f54c-96ec-4711-85e1-e3e8e0d9adf0",
"weighted_score": 49.43
} | {
"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": 0.967,
"engine": "nemesis_planner",
"mcts_branches": 384,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
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"latency_ms": 68,
"node_provider": "CloudTrail",
"noise_level_db": 80
},
"timestamp": "2026-04-17T08:38:34Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component":... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.43,
"total_execution_ms": 7552
} | {
"fitness_score_update": 0.41,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1879890",
"timestamp": "2026-04-23T04:11:30Z",
"trace_id": "8e415989-c4e4-43d8-b959-41f31f7443f0",
"weighted_score": 61.1
} | {
"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": 0.95,
"engine": "nemesis_planner",
"mcts_branches": 255,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-23T04:11:30Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 3328
} | {
"fitness_score_update": -0.08,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2027832",
"timestamp": "2026-04-24T21:17:12Z",
"trace_id": "84cd3327-a9eb-47cd-bc8b-9b691ba268d7",
"weighted_score": 25.64
} | {
"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"
} | {
"confidence_score": 0.787,
"engine": "nemesis_planner",
"mcts_branches": 732,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-24T21:17:12Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "NE... | {
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 6594
} | {
"fitness_score_update": 0.12,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0125967",
"timestamp": "2026-04-02T20:59:27Z",
"trace_id": "2d29800b-fb96-426a-a2aa-beea5e77981d",
"weighted_score": 29.13
} | {
"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": 0.875,
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"mcts_branches": 238,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-02T20:59:27Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
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"total_execution_ms": 2850
} | {
"fitness_score_update": -0.01,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2328234",
"timestamp": "2026-04-28T08:43:54Z",
"trace_id": "08f37ec0-6596-45fc-aa1c-63c2e3cc1c96",
"weighted_score": 63.39
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.749,
"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-28T08:43:54Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 6391
} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1934311",
"timestamp": "2026-04-23T19:18:31Z",
"trace_id": "6712deb5-0032-4935-bfaa-891e68c7cbbf",
"weighted_score": 28.06
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.892,
"engine": "nemesis_planner",
"mcts_branches": 866,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-23T19:18:31Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compone... | {
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"total_execution_ms": 7433
} | {
"fitness_score_update": 0.49,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1866646",
"timestamp": "2026-04-23T00:30:46Z",
"trace_id": "4d8f30eb-534e-4c66-bb6b-61fe6b3a8566",
"weighted_score": 69.65
} | {
"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": 0.731,
"engine": "nemesis_planner",
"mcts_branches": 530,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-23T00:30:46Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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} | {
"fitness_score_update": 0.41,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0664772",
"timestamp": "2026-04-09T02:39:32Z",
"trace_id": "bf107380-9a3a-4993-83c1-ebed3af8db46",
"weighted_score": 14.46
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.973,
"engine": "nemesis_planner",
"mcts_branches": 426,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-09T02:39:32Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
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"total_execution_ms": 7053
} | {
"fitness_score_update": 0.22,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0137451",
"timestamp": "2026-04-03T00:10:51Z",
"trace_id": "e05a2b63-fdf1-432d-b44e-79dc34700911",
"weighted_score": 70
} | {
"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": 0.878,
"engine": "nemesis_planner",
"mcts_branches": 285,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-03T00:10:51Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
... | {
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"success_rate": 0.75,
"total_execution_ms": 5415
} | {
"fitness_score_update": 0.22,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2347915",
"timestamp": "2026-04-28T14:11:55Z",
"trace_id": "844b05a1-d490-4615-bd0a-118bf115a535",
"weighted_score": 79.24
} | {
"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": 0.881,
"engine": "nemesis_planner",
"mcts_branches": 462,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-28T14:11:55Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compon... | {
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"success_rate": 0.67,
"total_execution_ms": 8609
} | {
"fitness_score_update": 0.3,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0414933",
"timestamp": "2026-04-06T05:15:33Z",
"trace_id": "23e854b6-c331-4ebb-ae7d-37b3ff7f5a14",
"weighted_score": 43.12
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.856,
"engine": "nemesis_planner",
"mcts_branches": 486,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-06T05:15:33Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.66,
"total_execution_ms": 2053
} | {
"fitness_score_update": 0.09,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1888989",
"timestamp": "2026-04-23T06:43:09Z",
"trace_id": "a65d3598-5656-4796-b7e3-5cabb3fd79db",
"weighted_score": 42.37
} | {
"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": 0.815,
"engine": "nemesis_planner",
"mcts_branches": 327,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-23T06:43:09Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"success_rate": 0.83,
"total_execution_ms": 8066
} | {
"fitness_score_update": 0.4,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1027435",
"timestamp": "2026-04-13T07:23:55Z",
"trace_id": "49345da9-eb96-4fbd-bb99-83bfb96a219c",
"weighted_score": 39.67
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.889,
"engine": "nemesis_planner",
"mcts_branches": 970,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-13T07:23:55Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.82,
"total_execution_ms": 7132
} | {
"fitness_score_update": 0.02,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0287215",
"timestamp": "2026-04-04T17:46:55Z",
"trace_id": "2e8ac865-abf8-438d-b7ec-300125d9e568",
"weighted_score": 76.79
} | {
"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": 0.945,
"engine": "nemesis_planner",
"mcts_branches": 629,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-04T17:46:55Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"c... | {
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"total_execution_ms": 4067
} | {
"fitness_score_update": 0.41,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0913984",
"timestamp": "2026-04-11T23:53:04Z",
"trace_id": "56ddef23-f5cd-4979-8491-4b780f28c032",
"weighted_score": 72.09
} | {
"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": 0.946,
"engine": "nemesis_planner",
"mcts_branches": 310,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-11T23:53:04Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
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"total_execution_ms": 1238
} | {
"fitness_score_update": 0.38,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1690733",
"timestamp": "2026-04-20T23:38:53Z",
"trace_id": "18d2766f-4c9f-46f7-b7da-e5929d3f4d89",
"weighted_score": 44.88
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "Azure_Sentinel",
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},
"timestamp": "2026-04-20T23:38:53Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.51,
"total_execution_ms": 2411
} | {
"fitness_score_update": -0.02,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2040880",
"timestamp": "2026-04-25T00:54:40Z",
"trace_id": "9736332f-c7cf-48ce-83bd-3b815a68c5bb",
"weighted_score": 77.17
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.862,
"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-25T00:54:40Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component":... | {
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"success_rate": 0.6,
"total_execution_ms": 5024
} | {
"fitness_score_update": 0.02,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1846343",
"timestamp": "2026-04-22T18:52:23Z",
"trace_id": "a9da3833-95da-4338-8694-c86967ea3a80",
"weighted_score": 98.9
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.832,
"engine": "nemesis_planner",
"mcts_branches": 678,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
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"latency_ms": 302,
"node_provider": "CrowdStrike",
"noise_level_db": 57
},
"timestamp": "2026-04-22T18:52:23Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.96,
"total_execution_ms": 1450
} | {
"fitness_score_update": 0.42,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1520710",
"timestamp": "2026-04-19T00:25:10Z",
"trace_id": "486a64e1-624e-4137-b912-34021e7b1f01",
"weighted_score": 67.6
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.94,
"engine": "nemesis_planner",
"mcts_branches": 362,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "CrowdStrike",
"noise_level_db": 32
},
"timestamp": "2026-04-19T00:25:10Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compone... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.98,
"total_execution_ms": 9761
} | {
"fitness_score_update": 0.32,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0742892",
"timestamp": "2026-04-10T00:21:32Z",
"trace_id": "9f886dca-0566-4815-936d-854c2faee1bf",
"weighted_score": 42.39
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 251,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "Azure_Sentinel",
"noise_level_db": 76
},
"timestamp": "2026-04-10T00:21:32Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"componen... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.93,
"total_execution_ms": 3965
} | {
"fitness_score_update": 0.48,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0918770",
"timestamp": "2026-04-12T01:12:50Z",
"trace_id": "0dc6c3b7-d0bc-4d02-b89d-327f6670f699",
"weighted_score": 30.81
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.754,
"engine": "nemesis_planner",
"mcts_branches": 264,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "CloudTrail",
"noise_level_db": 12
},
"timestamp": "2026-04-12T01:12:50Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.74,
"total_execution_ms": 2038
} | {
"fitness_score_update": 0.1,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1523881",
"timestamp": "2026-04-19T01:18:01Z",
"trace_id": "e8c13b66-8e3e-4601-bcad-f17624be3d48",
"weighted_score": 32.22
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.778,
"engine": "nemesis_planner",
"mcts_branches": 150,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-19T01:18:01Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 6336
} | {
"fitness_score_update": 0.28,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0040736",
"timestamp": "2026-04-01T21:18:56Z",
"trace_id": "221a8cb5-d21f-4161-970f-8c33aeb73321",
"weighted_score": 73.51
} | {
"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": 0.87,
"engine": "nemesis_planner",
"mcts_branches": 109,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-01T21:18:56Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.99,
"total_execution_ms": 9050
} | {
"fitness_score_update": 0.12,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1339917",
"timestamp": "2026-04-16T22:11:57Z",
"trace_id": "63759ab7-8a1a-4bbb-a77c-54dd34a9624f",
"weighted_score": 52.87
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 164,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-16T22:11:57Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 5138
} | {
"fitness_score_update": 0.1,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0273440",
"timestamp": "2026-04-04T13:57:20Z",
"trace_id": "9ca7056f-4f4c-4f89-bc31-2e4e98727a8e",
"weighted_score": 67.39
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.985,
"engine": "nemesis_planner",
"mcts_branches": 181,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-04T13:57:20Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 6820
} | {
"fitness_score_update": 0.31,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1570558",
"timestamp": "2026-04-19T14:15:58Z",
"trace_id": "2d72e6a6-d6a8-41f7-a4ba-57f38968b127",
"weighted_score": 21.36
} | {
"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"
} | {
"confidence_score": 0.891,
"engine": "nemesis_planner",
"mcts_branches": 445,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-19T14:15:58Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
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"total_execution_ms": 8943
} | {
"fitness_score_update": 0.36,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0480607",
"timestamp": "2026-04-06T23:30:07Z",
"trace_id": "2b7f3883-36de-4569-a4cf-8760043685ee",
"weighted_score": 55.1
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 160,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "Azure_Sentinel",
"noise_level_db": 28
},
"timestamp": "2026-04-06T23:30:07Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compon... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.53,
"total_execution_ms": 1269
} | {
"fitness_score_update": -0.09,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1437737",
"timestamp": "2026-04-18T01:22:17Z",
"trace_id": "9d24627c-249e-4094-ac24-83bb4cc9d201",
"weighted_score": 69.38
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.752,
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"mcts_branches": 152,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-18T01:22:17Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.57,
"total_execution_ms": 2374
} | {
"fitness_score_update": 0.15,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2054947",
"timestamp": "2026-04-25T04:49:07Z",
"trace_id": "dfebafec-9e37-402a-818a-dd14a3d56263",
"weighted_score": 19.32
} | {
"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": 863,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "Local_Syslog",
"noise_level_db": 23
},
"timestamp": "2026-04-25T04:49:07Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.72,
"total_execution_ms": 7689
} | {
"fitness_score_update": -0.02,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1142614",
"timestamp": "2026-04-14T15:23:34Z",
"trace_id": "652ede9c-2998-4741-abea-d2de27ab57a5",
"weighted_score": 46.2
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.812,
"engine": "nemesis_planner",
"mcts_branches": 424,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"telemetry": {
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"node_provider": "CloudTrail",
"noise_level_db": 15
},
"timestamp": "2026-04-14T15:23:34Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"componen... | {
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"success_rate": 0.4,
"total_execution_ms": 6643
} | {
"fitness_score_update": 0.11,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2297159",
"timestamp": "2026-04-28T00:05:59Z",
"trace_id": "8924e31c-878c-4d55-a68f-6fe3327f6b1e",
"weighted_score": 64.96
} | {
"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": 0.878,
"engine": "nemesis_planner",
"mcts_branches": 932,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-28T00:05:59Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.98,
"total_execution_ms": 6342
} | {
"fitness_score_update": 0.14,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1421625",
"timestamp": "2026-04-17T20:53:45Z",
"trace_id": "eebe365d-f6f8-48aa-98d5-30bd4983ad09",
"weighted_score": 72.22
} | {
"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": 834,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"noise_level_db": 60
},
"timestamp": "2026-04-17T20:53:45Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.79,
"total_execution_ms": 8274
} | {
"fitness_score_update": 0.06,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0674614",
"timestamp": "2026-04-09T05:23:34Z",
"trace_id": "2000ab09-7f3a-4503-82e5-5304acf02f49",
"weighted_score": 84.85
} | {
"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": 0.853,
"engine": "nemesis_planner",
"mcts_branches": 427,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "Local_Syslog",
"noise_level_db": 65
},
"timestamp": "2026-04-09T05:23:34Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.58,
"total_execution_ms": 6238
} | {
"fitness_score_update": 0.3,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0868651",
"timestamp": "2026-04-11T11:17:31Z",
"trace_id": "911eeff9-b28d-416e-8874-526a3e77854a",
"weighted_score": 51.29
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.937,
"engine": "nemesis_planner",
"mcts_branches": 772,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"noise_level_db": 78
},
"timestamp": "2026-04-11T11:17:31Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"strategy": "Adaptive_Swarm_Response",
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} | {
"fitness_score_update": 0.03,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1830734",
"timestamp": "2026-04-22T14:32:14Z",
"trace_id": "7beb9ef7-423d-4f89-8bae-fc624b95517d",
"weighted_score": 53.69
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.982,
"engine": "nemesis_planner",
"mcts_branches": 455,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
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"latency_ms": 108,
"node_provider": "Local_Syslog",
"noise_level_db": 41
},
"timestamp": "2026-04-22T14:32:14Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"comp... | {
"noise_penalty": 0.27,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.91,
"total_execution_ms": 4874
} | {
"fitness_score_update": 0.27,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1946755",
"timestamp": "2026-04-23T22:45:55Z",
"trace_id": "6a3596e4-6ea4-4f18-bc03-9bd9ffb57891",
"weighted_score": 23.15
} | {
"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": 0.923,
"engine": "nemesis_planner",
"mcts_branches": 664,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
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"latency_ms": 443,
"node_provider": "Azure_Sentinel",
"noise_level_db": 17
},
"timestamp": "2026-04-23T22:45:55Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.88,
"total_execution_ms": 6811
} | {
"fitness_score_update": -0.07,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1786716",
"timestamp": "2026-04-22T02:18:36Z",
"trace_id": "ea94cf64-c22d-48d7-9e7f-fe590dcdc34e",
"weighted_score": 98.2
} | {
"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": 0.802,
"engine": "nemesis_planner",
"mcts_branches": 332,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
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"latency_ms": 92,
"node_provider": "Azure_Sentinel",
"noise_level_db": 63
},
"timestamp": "2026-04-22T02:18:36Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compone... | {
"noise_penalty": 0.46,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.68,
"total_execution_ms": 2631
} | {
"fitness_score_update": 0.28,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1937792",
"timestamp": "2026-04-23T20:16:32Z",
"trace_id": "a1967203-0382-42a3-8985-4a25543dfda8",
"weighted_score": 50.48
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.952,
"engine": "nemesis_planner",
"mcts_branches": 454,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
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"latency_ms": 96,
"node_provider": "Local_Syslog",
"noise_level_db": 27
},
"timestamp": "2026-04-23T20:16:32Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.43,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.53,
"total_execution_ms": 4100
} | {
"fitness_score_update": 0.04,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1489595",
"timestamp": "2026-04-18T15:46:35Z",
"trace_id": "e948c204-7315-405c-ad3a-bda29b6ae661",
"weighted_score": 68.95
} | {
"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": 0.706,
"engine": "nemesis_planner",
"mcts_branches": 913,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"telemetry": {
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"latency_ms": 250,
"node_provider": "Azure_Sentinel",
"noise_level_db": 47
},
"timestamp": "2026-04-18T15:46:35Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"comp... | {
"noise_penalty": 0.48,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.64,
"total_execution_ms": 8878
} | {
"fitness_score_update": 0.35,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0541025",
"timestamp": "2026-04-07T16:17:05Z",
"trace_id": "ecb05db3-82ef-499f-9760-1b65eba461b9",
"weighted_score": 68.88
} | {
"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": 0.767,
"engine": "nemesis_planner",
"mcts_branches": 137,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.616,
"latency_ms": 35,
"node_provider": "Azure_Sentinel",
"noise_level_db": 42
},
"timestamp": "2026-04-07T16:17:05Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"com... | {
"noise_penalty": 0.25,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.49,
"total_execution_ms": 4701
} | {
"fitness_score_update": -0.05,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0013364",
"timestamp": "2026-04-01T13:42:44Z",
"trace_id": "9c3240f4-f38f-4774-868b-5d704ccfbf77",
"weighted_score": 99.34
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.813,
"engine": "nemesis_planner",
"mcts_branches": 115,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"telemetry": {
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"latency_ms": 184,
"node_provider": "Local_Syslog",
"noise_level_db": 13
},
"timestamp": "2026-04-01T13:42:44Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.6,
"total_execution_ms": 1240
} | {
"fitness_score_update": 0.08,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1555022",
"timestamp": "2026-04-19T09:57:02Z",
"trace_id": "9e22bc21-d5e6-4d6c-b362-d58f50a072fc",
"weighted_score": 20.5
} | {
"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"
} | {
"confidence_score": 0.805,
"engine": "nemesis_planner",
"mcts_branches": 103,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
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"latency_ms": 408,
"node_provider": "CrowdStrike",
"noise_level_db": 21
},
"timestamp": "2026-04-19T09:57:02Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component":... | {
"noise_penalty": 0.09,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.8,
"total_execution_ms": 5897
} | {
"fitness_score_update": 0.39,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1707943",
"timestamp": "2026-04-21T04:25:43Z",
"trace_id": "ea232bcc-770e-4483-8ea0-94295bc870e1",
"weighted_score": 67.9
} | {
"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": 0.935,
"engine": "nemesis_planner",
"mcts_branches": 869,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
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"latency_ms": 241,
"node_provider": "CrowdStrike",
"noise_level_db": 65
},
"timestamp": "2026-04-21T04:25:43Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compon... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.89,
"total_execution_ms": 2260
} | {
"fitness_score_update": 0.27,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1259920",
"timestamp": "2026-04-15T23:58:40Z",
"trace_id": "331dbbb1-24bf-4151-8fd1-ddd731b690a4",
"weighted_score": 58.11
} | {
"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": 0.952,
"engine": "nemesis_planner",
"mcts_branches": 259,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"telemetry": {
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"latency_ms": 463,
"node_provider": "Local_Syslog",
"noise_level_db": 31
},
"timestamp": "2026-04-15T23:58:40Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.84,
"total_execution_ms": 4606
} | {
"fitness_score_update": 0.15,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1550891",
"timestamp": "2026-04-19T08:48:11Z",
"trace_id": "5b71b88d-8932-4924-b785-0b3ef38e9f67",
"weighted_score": 88.54
} | {
"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": 0.892,
"engine": "nemesis_planner",
"mcts_branches": 531,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "Local_Syslog",
"noise_level_db": 68
},
"timestamp": "2026-04-19T08:48:11Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.33,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.98,
"total_execution_ms": 1371
} | {
"fitness_score_update": 0.04,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1793148",
"timestamp": "2026-04-22T04:05:48Z",
"trace_id": "39a799bd-7dc2-4ef4-af98-fa4deb52961f",
"weighted_score": 48.91
} | {
"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": 0.91,
"engine": "nemesis_planner",
"mcts_branches": 888,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
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"latency_ms": 473,
"node_provider": "Local_Syslog",
"noise_level_db": 26
},
"timestamp": "2026-04-22T04:05:48Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.91,
"total_execution_ms": 1197
} | {
"fitness_score_update": -0.04,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0412526",
"timestamp": "2026-04-06T04:35:26Z",
"trace_id": "1798ffa3-f708-4828-ab1b-4f9e02298181",
"weighted_score": 93.45
} | {
"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": 0.78,
"engine": "nemesis_planner",
"mcts_branches": 274,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
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"latency_ms": 353,
"node_provider": "Azure_Sentinel",
"noise_level_db": 69
},
"timestamp": "2026-04-06T04:35:26Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"com... | {
"noise_penalty": 0.07,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 1,
"total_execution_ms": 2399
} | {
"fitness_score_update": 0.36,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1084422",
"timestamp": "2026-04-13T23:13:42Z",
"trace_id": "5d5a9065-1a8b-4310-bde1-b2a37e097327",
"weighted_score": 70.85
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.901,
"engine": "nemesis_planner",
"mcts_branches": 543,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
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"latency_ms": 191,
"node_provider": "CloudTrail",
"noise_level_db": 77
},
"timestamp": "2026-04-13T23:13:42Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
"noise_penalty": 0.13,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.54,
"total_execution_ms": 1820
} | {
"fitness_score_update": 0.24,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0233511",
"timestamp": "2026-04-04T02:51:51Z",
"trace_id": "124a7296-286e-47cc-871b-3f56cfff936b",
"weighted_score": 100
} | {
"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": 0.707,
"engine": "nemesis_planner",
"mcts_branches": 717,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"latency_ms": 346,
"node_provider": "Azure_Sentinel",
"noise_level_db": 76
},
"timestamp": "2026-04-04T02:51:51Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compon... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.47,
"total_execution_ms": 8138
} | {
"fitness_score_update": -0.08,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2293881",
"timestamp": "2026-04-27T23:11:21Z",
"trace_id": "59c9465f-806a-43bd-9dc3-de1fee8b655e",
"weighted_score": 62.55
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.897,
"engine": "nemesis_planner",
"mcts_branches": 421,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"latency_ms": 27,
"node_provider": "Azure_Sentinel",
"noise_level_db": 42
},
"timestamp": "2026-04-27T23:11:21Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"comp... | {
"noise_penalty": 0.07,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.71,
"total_execution_ms": 3087
} | {
"fitness_score_update": 0.37,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2425286",
"timestamp": "2026-04-29T11:41:26Z",
"trace_id": "1a8e66f6-9bc6-4100-94ba-7a28cddfd0c4",
"weighted_score": 93.6
} | {
"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": 0.819,
"engine": "nemesis_planner",
"mcts_branches": 856,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
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"latency_ms": 143,
"node_provider": "CrowdStrike",
"noise_level_db": 74
},
"timestamp": "2026-04-29T11:41:26Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"com... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.41,
"total_execution_ms": 3116
} | {
"fitness_score_update": 0.47,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0726036",
"timestamp": "2026-04-09T19:40:36Z",
"trace_id": "6e3214e7-a32b-4f2c-9320-bcfa496b5682",
"weighted_score": 74.44
} | {
"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"
} | {
"confidence_score": 0.939,
"engine": "nemesis_planner",
"mcts_branches": 960,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"telemetry": {
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"latency_ms": 280,
"node_provider": "Azure_Sentinel",
"noise_level_db": 63
},
"timestamp": "2026-04-09T19:40:36Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.94,
"total_execution_ms": 1733
} | {
"fitness_score_update": 0,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1586246",
"timestamp": "2026-04-19T18:37:26Z",
"trace_id": "ffccf2c6-c01e-4c22-b534-9479f58cbbe3",
"weighted_score": 57.4
} | {
"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": 0.94,
"engine": "nemesis_planner",
"mcts_branches": 479,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-19T18:37:26Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.58,
"total_execution_ms": 1181
} | {
"fitness_score_update": 0.21,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1112067",
"timestamp": "2026-04-14T06:54:27Z",
"trace_id": "375cd064-621a-4ed7-bd7d-0f4054e82673",
"weighted_score": 40.74
} | {
"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": 0.835,
"engine": "nemesis_planner",
"mcts_branches": 132,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
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"node_provider": "Azure_Sentinel",
"noise_level_db": 10
},
"timestamp": "2026-04-14T06:54:27Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.64,
"total_execution_ms": 1371
} | {
"fitness_score_update": 0.23,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2373548",
"timestamp": "2026-04-28T21:19:08Z",
"trace_id": "586a527c-61f6-443e-81e8-a2ab08eaee3a",
"weighted_score": 85.44
} | {
"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"
} | {
"confidence_score": 0.912,
"engine": "nemesis_planner",
"mcts_branches": 368,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"latency_ms": 16,
"node_provider": "CloudTrail",
"noise_level_db": 49
},
"timestamp": "2026-04-28T21:19:08Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"c... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.95,
"total_execution_ms": 6981
} | {
"fitness_score_update": 0.36,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0614199",
"timestamp": "2026-04-08T12:36:39Z",
"trace_id": "b0138f6f-fe33-4b85-be72-5200b5d2b3c1",
"weighted_score": 43.58
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.929,
"engine": "nemesis_planner",
"mcts_branches": 938,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-08T12:36:39Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.85,
"total_execution_ms": 9073
} | {
"fitness_score_update": 0.08,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0303847",
"timestamp": "2026-04-04T22:24:07Z",
"trace_id": "82b7929d-324e-402b-acf8-38d14661ef70",
"weighted_score": 96.05
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.899,
"engine": "nemesis_planner",
"mcts_branches": 110,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-04T22:24:07Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 7543
} | {
"fitness_score_update": -0.09,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2246658",
"timestamp": "2026-04-27T10:04:18Z",
"trace_id": "ab6f71f9-f918-4553-a127-de085158003a",
"weighted_score": 65.62
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.939,
"engine": "nemesis_planner",
"mcts_branches": 450,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-27T10:04:18Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"success_rate": 0.66,
"total_execution_ms": 4703
} | {
"fitness_score_update": 0.32,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1269978",
"timestamp": "2026-04-16T02:46:18Z",
"trace_id": "331696ad-3619-47de-9566-ae671d43f1ef",
"weighted_score": 32.96
} | {
"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": 0.891,
"engine": "nemesis_planner",
"mcts_branches": 182,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-16T02:46:18Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
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"total_execution_ms": 1533
} | {
"fitness_score_update": 0.02,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0870010",
"timestamp": "2026-04-11T11:40:10Z",
"trace_id": "c25e84ea-6a17-43d3-a197-65f1c34b5268",
"weighted_score": 86.99
} | {
"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": 0.932,
"engine": "nemesis_planner",
"mcts_branches": 821,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-11T11:40:10Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
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"success_rate": 0.63,
"total_execution_ms": 9942
} | {
"fitness_score_update": -0.09,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2433792",
"timestamp": "2026-04-29T14:03:12Z",
"trace_id": "3a8fc5c1-107b-420e-9aa0-b0e28d1e4006",
"weighted_score": 54.85
} | {
"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": 0.92,
"engine": "nemesis_planner",
"mcts_branches": 410,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-29T14:03:12Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 6733
} | {
"fitness_score_update": 0.25,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0415449",
"timestamp": "2026-04-06T05:24:09Z",
"trace_id": "bb24e3dc-2a05-4b5e-951e-048bc612220c",
"weighted_score": 54.97
} | {
"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": 0.881,
"engine": "nemesis_planner",
"mcts_branches": 850,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-06T05:24:09Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compon... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.61,
"total_execution_ms": 6847
} | {
"fitness_score_update": 0.3,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0428512",
"timestamp": "2026-04-06T09:01:52Z",
"trace_id": "bd949b3c-f271-4234-8089-6885407010f4",
"weighted_score": 36.34
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.729,
"engine": "nemesis_planner",
"mcts_branches": 289,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-06T09:01:52Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"co... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.98,
"total_execution_ms": 8353
} | {
"fitness_score_update": -0.05,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1820968",
"timestamp": "2026-04-22T11:49:28Z",
"trace_id": "4b729f5c-129c-4d68-bbe1-d9afd6abde72",
"weighted_score": 99.48
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.849,
"engine": "nemesis_planner",
"mcts_branches": 982,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "Azure_Sentinel",
"noise_level_db": 22
},
"timestamp": "2026-04-22T11:49:28Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
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"success_rate": 0.52,
"total_execution_ms": 9735
} | {
"fitness_score_update": 0.14,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0246884",
"timestamp": "2026-04-04T06:34:44Z",
"trace_id": "1c84ba64-f1a7-4cc9-b0e4-aafb60966838",
"weighted_score": 55.5
} | {
"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"
} | {
"confidence_score": 0.978,
"engine": "nemesis_planner",
"mcts_branches": 825,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-04T06:34:44Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compone... | {
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"success_rate": 0.66,
"total_execution_ms": 8755
} | {
"fitness_score_update": 0.49,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0354182",
"timestamp": "2026-04-05T12:23:02Z",
"trace_id": "ffa18042-921e-48af-81f2-bbd7c347201c",
"weighted_score": 69.46
} | {
"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": 0.973,
"engine": "nemesis_planner",
"mcts_branches": 554,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "CloudTrail",
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},
"timestamp": "2026-04-05T12:23:02Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.43,
"total_execution_ms": 2980
} | {
"fitness_score_update": -0.02,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0566709",
"timestamp": "2026-04-07T23:25:09Z",
"trace_id": "7d3fb776-6202-4e12-9eed-de786a36e1d8",
"weighted_score": 54.34
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.786,
"engine": "nemesis_planner",
"mcts_branches": 219,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"noise_level_db": 75
},
"timestamp": "2026-04-07T23:25:09Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.68,
"total_execution_ms": 5994
} | {
"fitness_score_update": 0.37,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1496327",
"timestamp": "2026-04-18T17:38:47Z",
"trace_id": "9ff8d7a3-abfb-472e-9344-8abdd814ee25",
"weighted_score": 41.78
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.922,
"engine": "nemesis_planner",
"mcts_branches": 704,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-18T17:38:47Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"c... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.99,
"total_execution_ms": 5685
} | {
"fitness_score_update": -0.02,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1391283",
"timestamp": "2026-04-17T12:28:03Z",
"trace_id": "9e591401-a524-4a0a-b1d6-8dd5b93260fc",
"weighted_score": 92.07
} | {
"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": 0.894,
"engine": "nemesis_planner",
"mcts_branches": 947,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.126,
"latency_ms": 321,
"node_provider": "CloudTrail",
"noise_level_db": 50
},
"timestamp": "2026-04-17T12:28:03Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"com... | {
"noise_penalty": 0.18,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.47,
"total_execution_ms": 5178
} | {
"fitness_score_update": 0.11,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0546791",
"timestamp": "2026-04-07T17:53:11Z",
"trace_id": "1297da50-a421-447f-b84d-7b535418b33f",
"weighted_score": 24.53
} | {
"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": 0.831,
"engine": "nemesis_planner",
"mcts_branches": 390,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.946,
"latency_ms": 388,
"node_provider": "Local_Syslog",
"noise_level_db": 22
},
"timestamp": "2026-04-07T17:53:11Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.49,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.72,
"total_execution_ms": 1849
} | {
"fitness_score_update": 0.29,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1457198",
"timestamp": "2026-04-18T06:46:38Z",
"trace_id": "743a18bd-596b-4d46-bc8f-fce28877ffcc",
"weighted_score": 38.65
} | {
"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": 0.794,
"engine": "nemesis_planner",
"mcts_branches": 956,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.473,
"latency_ms": 25,
"node_provider": "Local_Syslog",
"noise_level_db": 31
},
"timestamp": "2026-04-18T06:46:38Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.05,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.63,
"total_execution_ms": 2103
} | {
"fitness_score_update": 0.21,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2226241",
"timestamp": "2026-04-27T04:24:01Z",
"trace_id": "71e9c109-731e-4739-a2ce-d70c032014be",
"weighted_score": 79.7
} | {
"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": 0.858,
"engine": "nemesis_planner",
"mcts_branches": 169,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.518,
"latency_ms": 51,
"node_provider": "Local_Syslog",
"noise_level_db": 48
},
"timestamp": "2026-04-27T04:24:01Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
"noise_penalty": 0.01,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.65,
"total_execution_ms": 6909
} | {
"fitness_score_update": 0.26,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1338148",
"timestamp": "2026-04-16T21:42:28Z",
"trace_id": "a4740d1c-ceba-438d-b982-d9c04e43e011",
"weighted_score": 12.34
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.935,
"engine": "nemesis_planner",
"mcts_branches": 286,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.398,
"latency_ms": 158,
"node_provider": "Local_Syslog",
"noise_level_db": 67
},
"timestamp": "2026-04-16T21:42:28Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compo... | {
"noise_penalty": 0.31,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.51,
"total_execution_ms": 8806
} | {
"fitness_score_update": 0.47,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0494531",
"timestamp": "2026-04-07T03:22:11Z",
"trace_id": "6f347924-e5ad-4fde-94ad-06a94d899532",
"weighted_score": 58.37
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.794,
"engine": "nemesis_planner",
"mcts_branches": 573,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.602,
"latency_ms": 469,
"node_provider": "Local_Syslog",
"noise_level_db": 37
},
"timestamp": "2026-04-07T03:22:11Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.35,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.95,
"total_execution_ms": 5084
} | {
"fitness_score_update": 0.47,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1046950",
"timestamp": "2026-04-13T12:49:10Z",
"trace_id": "9800b601-42cb-42ff-8a6c-50dadb1dd5ed",
"weighted_score": 30.97
} | {
"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": 0.826,
"engine": "nemesis_planner",
"mcts_branches": 146,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.552,
"latency_ms": 337,
"node_provider": "CrowdStrike",
"noise_level_db": 26
},
"timestamp": "2026-04-13T12:49:10Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.19,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.83,
"total_execution_ms": 3123
} | {
"fitness_score_update": 0.04,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1607782",
"timestamp": "2026-04-20T00:36:22Z",
"trace_id": "e76d64bc-7cfb-4b01-874b-0e6cb6c80004",
"weighted_score": 47.29
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.945,
"engine": "nemesis_planner",
"mcts_branches": 802,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.639,
"latency_ms": 76,
"node_provider": "Local_Syslog",
"noise_level_db": 50
},
"timestamp": "2026-04-20T00:36:22Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
"noise_penalty": 0.47,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.67,
"total_execution_ms": 9616
} | {
"fitness_score_update": 0.31,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1704764",
"timestamp": "2026-04-21T03:32:44Z",
"trace_id": "bda35881-0362-4457-970f-7cdb9a0198d2",
"weighted_score": 17.94
} | {
"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": 0.95,
"engine": "nemesis_planner",
"mcts_branches": 410,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.331,
"latency_ms": 423,
"node_provider": "Azure_Sentinel",
"noise_level_db": 49
},
"timestamp": "2026-04-21T03:32:44Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"... | {
"noise_penalty": 0.05,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.84,
"total_execution_ms": 9489
} | {
"fitness_score_update": -0.08,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2116228",
"timestamp": "2026-04-25T21:50:28Z",
"trace_id": "c49a7281-0184-4e93-b7dc-962c86bdd5b2",
"weighted_score": 74.72
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.859,
"engine": "nemesis_planner",
"mcts_branches": 300,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.216,
"latency_ms": 153,
"node_provider": "Local_Syslog",
"noise_level_db": 48
},
"timestamp": "2026-04-25T21:50:28Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.4,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.42,
"total_execution_ms": 3986
} | {
"fitness_score_update": -0.07,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1109043",
"timestamp": "2026-04-14T06:04:03Z",
"trace_id": "6baa1848-8bd4-4caf-a3b2-e59a32b08a59",
"weighted_score": 17.73
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.794,
"engine": "nemesis_planner",
"mcts_branches": 241,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.642,
"latency_ms": 413,
"node_provider": "Local_Syslog",
"noise_level_db": 53
},
"timestamp": "2026-04-14T06:04:03Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.06,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.89,
"total_execution_ms": 7307
} | {
"fitness_score_update": 0.06,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0261998",
"timestamp": "2026-04-04T10:46:38Z",
"trace_id": "2488480e-cfe7-4100-a1d0-1ebcab355e71",
"weighted_score": 59.74
} | {
"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": 0.897,
"engine": "nemesis_planner",
"mcts_branches": 950,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.232,
"latency_ms": 55,
"node_provider": "Local_Syslog",
"noise_level_db": 15
},
"timestamp": "2026-04-04T10:46:38Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.3,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.51,
"total_execution_ms": 8807
} | {
"fitness_score_update": 0.31,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0436274",
"timestamp": "2026-04-06T11:11:14Z",
"trace_id": "2d3b801e-08a0-4e78-9520-19931e5e6e7e",
"weighted_score": 25.46
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.721,
"engine": "nemesis_planner",
"mcts_branches": 394,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.199,
"latency_ms": 495,
"node_provider": "CrowdStrike",
"noise_level_db": 59
},
"timestamp": "2026-04-06T11:11:14Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compon... | {
"noise_penalty": 0.04,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.88,
"total_execution_ms": 2834
} | {
"fitness_score_update": 0.36,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0479183",
"timestamp": "2026-04-06T23:06:23Z",
"trace_id": "8f98d665-c007-4967-9507-2c04737dfdbc",
"weighted_score": 44.21
} | {
"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": 0.842,
"engine": "nemesis_planner",
"mcts_branches": 573,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.954,
"latency_ms": 192,
"node_provider": "CloudTrail",
"noise_level_db": 12
},
"timestamp": "2026-04-06T23:06:23Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"comp... | {
"noise_penalty": 0.24,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.91,
"total_execution_ms": 2875
} | {
"fitness_score_update": 0.4,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0680278",
"timestamp": "2026-04-09T06:57:58Z",
"trace_id": "bd455ec9-043e-49e1-a28d-2fe5e84bb860",
"weighted_score": 52.47
} | {
"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": 0.702,
"engine": "nemesis_planner",
"mcts_branches": 899,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.428,
"latency_ms": 385,
"node_provider": "CloudTrail",
"noise_level_db": 44
},
"timestamp": "2026-04-09T06:57:58Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.09,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.81,
"total_execution_ms": 6945
} | {
"fitness_score_update": 0.46,
"parameter_drift": "none"
} | stealth_maintained |
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