schema_version string | event dict | risk_context dict | agent_reasoning dict | correlated_telemetry list | execution_summary dict | genetic_optimizer_feedback dict | decision_outcome string |
|---|---|---|---|---|---|---|---|
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0820408",
"timestamp": "2026-04-10T21:53:28Z",
"trace_id": "8182bef1-762b-48ed-a400-c60f82794e6f",
"weighted_score": 80.39
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.887,
"engine": "nemesis_planner",
"mcts_branches": 421,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.528,
"latency_ms": 348,
"node_provider": "Local_Syslog",
"noise_level_db": 69
},
"timestamp": "2026-04-10T21:53:28Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compo... | {
"noise_penalty": 0.4,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.45,
"total_execution_ms": 5270
} | {
"fitness_score_update": 0.23,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2196065",
"timestamp": "2026-04-26T20:01:05Z",
"trace_id": "1eaf0f39-5136-4543-b2a4-da5cf38c917e",
"weighted_score": 65.13
} | {
"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": 0.764,
"engine": "nemesis_planner",
"mcts_branches": 402,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.267,
"latency_ms": 124,
"node_provider": "Local_Syslog",
"noise_level_db": 78
},
"timestamp": "2026-04-26T20:01:05Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.18,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.92,
"total_execution_ms": 5952
} | {
"fitness_score_update": -0.1,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0612951",
"timestamp": "2026-04-08T12:15:51Z",
"trace_id": "47b6ac0b-a9c4-4155-960d-1324381966c1",
"weighted_score": 35.6
} | {
"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": 0.899,
"engine": "nemesis_planner",
"mcts_branches": 939,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.365,
"latency_ms": 494,
"node_provider": "Local_Syslog",
"noise_level_db": 19
},
"timestamp": "2026-04-08T12:15:51Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compo... | {
"noise_penalty": 0.19,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.86,
"total_execution_ms": 9427
} | {
"fitness_score_update": 0.3,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0129009",
"timestamp": "2026-04-02T21:50:09Z",
"trace_id": "3c918407-7c67-47c0-aadc-79793a33aae3",
"weighted_score": 84.29
} | {
"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": 0.88,
"engine": "nemesis_planner",
"mcts_branches": 404,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.359,
"latency_ms": 439,
"node_provider": "CloudTrail",
"noise_level_db": 37
},
"timestamp": "2026-04-02T21:50:09Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"comp... | {
"noise_penalty": 0.48,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.58,
"total_execution_ms": 2722
} | {
"fitness_score_update": -0.1,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2395999",
"timestamp": "2026-04-29T03:33:19Z",
"trace_id": "c889babe-0aca-490e-a1ab-e25ddd1055cc",
"weighted_score": 44.24
} | {
"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": 0.819,
"engine": "nemesis_planner",
"mcts_branches": 895,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.987,
"latency_ms": 117,
"node_provider": "Azure_Sentinel",
"noise_level_db": 59
},
"timestamp": "2026-04-29T03:33:19Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.24,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.98,
"total_execution_ms": 7876
} | {
"fitness_score_update": 0.41,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0322993",
"timestamp": "2026-04-05T03:43:13Z",
"trace_id": "2011961b-1d40-4c2f-8367-bffc411c71f8",
"weighted_score": 97.28
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.767,
"engine": "nemesis_planner",
"mcts_branches": 733,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.879,
"latency_ms": 413,
"node_provider": "CrowdStrike",
"noise_level_db": 46
},
"timestamp": "2026-04-05T03:43:13Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"comp... | {
"noise_penalty": 0.47,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.71,
"total_execution_ms": 6077
} | {
"fitness_score_update": -0.06,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1040630",
"timestamp": "2026-04-13T11:03:50Z",
"trace_id": "f8bd0f27-1ae1-4722-b290-f642904c2d29",
"weighted_score": 87.05
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.768,
"engine": "nemesis_planner",
"mcts_branches": 265,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.301,
"latency_ms": 419,
"node_provider": "CloudTrail",
"noise_level_db": 49
},
"timestamp": "2026-04-13T11:03:50Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
"noise_penalty": 0.08,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.67,
"total_execution_ms": 2078
} | {
"fitness_score_update": 0.39,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0849307",
"timestamp": "2026-04-11T05:55:07Z",
"trace_id": "c9fda753-c447-4968-a539-86becd8ed3fd",
"weighted_score": 93.19
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.76,
"engine": "nemesis_planner",
"mcts_branches": 130,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.37,
"latency_ms": 200,
"node_provider": "CloudTrail",
"noise_level_db": 51
},
"timestamp": "2026-04-11T05:55:07Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compone... | {
"noise_penalty": 0.25,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.83,
"total_execution_ms": 6014
} | {
"fitness_score_update": 0.26,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1111186",
"timestamp": "2026-04-14T06:39:46Z",
"trace_id": "7c551f41-c647-40a9-a03c-713a251253dc",
"weighted_score": 33.69
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.707,
"engine": "nemesis_planner",
"mcts_branches": 199,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.18,
"latency_ms": 377,
"node_provider": "CrowdStrike",
"noise_level_db": 54
},
"timestamp": "2026-04-14T06:39:46Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
"noise_penalty": 0.19,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.65,
"total_execution_ms": 4255
} | {
"fitness_score_update": 0.16,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1471873",
"timestamp": "2026-04-18T10:51:13Z",
"trace_id": "4a149e1c-b333-4dc3-9b3a-f45101359eb7",
"weighted_score": 45.35
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.893,
"engine": "nemesis_planner",
"mcts_branches": 872,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.181,
"latency_ms": 304,
"node_provider": "CloudTrail",
"noise_level_db": 23
},
"timestamp": "2026-04-18T10:51:13Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
"noise_penalty": 0.14,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.42,
"total_execution_ms": 4454
} | {
"fitness_score_update": 0.28,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2262051",
"timestamp": "2026-04-27T14:20:51Z",
"trace_id": "6e888d95-41be-4129-b5d5-a78158e3fe7f",
"weighted_score": 12.69
} | {
"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": 0.788,
"engine": "nemesis_planner",
"mcts_branches": 136,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.127,
"latency_ms": 375,
"node_provider": "Azure_Sentinel",
"noise_level_db": 19
},
"timestamp": "2026-04-27T14:20:51Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"c... | {
"noise_penalty": 0,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.75,
"total_execution_ms": 1677
} | {
"fitness_score_update": 0.2,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0788529",
"timestamp": "2026-04-10T13:02:09Z",
"trace_id": "0f2234f7-acdc-466c-9b82-7fc18265b140",
"weighted_score": 82.6
} | {
"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": 0.75,
"engine": "nemesis_planner",
"mcts_branches": 620,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.681,
"latency_ms": 479,
"node_provider": "Local_Syslog",
"noise_level_db": 39
},
"timestamp": "2026-04-10T13:02:09Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compo... | {
"noise_penalty": 0.19,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.67,
"total_execution_ms": 7922
} | {
"fitness_score_update": 0.12,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1935827",
"timestamp": "2026-04-23T19:43:47Z",
"trace_id": "ebba8b70-a1fe-495f-96c2-fe335988b505",
"weighted_score": 52.39
} | {
"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": 0.795,
"engine": "nemesis_planner",
"mcts_branches": 497,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.315,
"latency_ms": 264,
"node_provider": "CrowdStrike",
"noise_level_db": 35
},
"timestamp": "2026-04-23T19:43:47Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.32,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.58,
"total_execution_ms": 7818
} | {
"fitness_score_update": 0.03,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0642456",
"timestamp": "2026-04-08T20:27:36Z",
"trace_id": "ec78be94-5de1-434e-81b4-5f5cf6249385",
"weighted_score": 69.83
} | {
"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": 0.904,
"engine": "nemesis_planner",
"mcts_branches": 519,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.381,
"latency_ms": 408,
"node_provider": "CrowdStrike",
"noise_level_db": 65
},
"timestamp": "2026-04-08T20:27:36Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.25,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.5,
"total_execution_ms": 8338
} | {
"fitness_score_update": 0.16,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2390580",
"timestamp": "2026-04-29T02:03:00Z",
"trace_id": "ec721ab2-c8c7-4623-bea2-1cd0650fd15c",
"weighted_score": 46.83
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.791,
"engine": "nemesis_planner",
"mcts_branches": 413,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.248,
"latency_ms": 126,
"node_provider": "CloudTrail",
"noise_level_db": 41
},
"timestamp": "2026-04-29T02:03:00Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"com... | {
"noise_penalty": 0.01,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 1,
"total_execution_ms": 4837
} | {
"fitness_score_update": 0.3,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1507725",
"timestamp": "2026-04-18T20:48:45Z",
"trace_id": "271d8d40-0133-4362-8e5e-016620a34694",
"weighted_score": 94.29
} | {
"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": 0.707,
"engine": "nemesis_planner",
"mcts_branches": 208,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.274,
"latency_ms": 191,
"node_provider": "CloudTrail",
"noise_level_db": 50
},
"timestamp": "2026-04-18T20:48:45Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
"noise_penalty": 0.13,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.85,
"total_execution_ms": 4608
} | {
"fitness_score_update": -0.07,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0184470",
"timestamp": "2026-04-03T13:14:30Z",
"trace_id": "f12ecf0b-f1c0-4330-9943-778ac416f04d",
"weighted_score": 28.6
} | {
"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": 0.763,
"engine": "nemesis_planner",
"mcts_branches": 462,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.13,
"latency_ms": 241,
"node_provider": "CloudTrail",
"noise_level_db": 20
},
"timestamp": "2026-04-03T13:14:30Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"comp... | {
"noise_penalty": 0.46,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.53,
"total_execution_ms": 6845
} | {
"fitness_score_update": 0.25,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2251436",
"timestamp": "2026-04-27T11:23:56Z",
"trace_id": "52638fdf-57d5-49c0-b8d3-8273770c762a",
"weighted_score": 90.34
} | {
"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": 0.7,
"engine": "nemesis_planner",
"mcts_branches": 229,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
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"latency_ms": 13,
"node_provider": "Azure_Sentinel",
"noise_level_db": 15
},
"timestamp": "2026-04-27T11:23:56Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compone... | {
"noise_penalty": 0.36,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.63,
"total_execution_ms": 5570
} | {
"fitness_score_update": 0.02,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1000651",
"timestamp": "2026-04-12T23:57:31Z",
"trace_id": "75bfff56-b05d-4881-b07c-69b7ac494835",
"weighted_score": 31.73
} | {
"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": 0.701,
"engine": "nemesis_planner",
"mcts_branches": 322,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.236,
"latency_ms": 8,
"node_provider": "CrowdStrike",
"noise_level_db": 36
},
"timestamp": "2026-04-12T23:57:31Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
"noise_penalty": 0.28,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.84,
"total_execution_ms": 5691
} | {
"fitness_score_update": 0.42,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1790536",
"timestamp": "2026-04-22T03:22:16Z",
"trace_id": "020f669d-3d56-4bac-9edc-0eee261a0bce",
"weighted_score": 76.52
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.75,
"engine": "nemesis_planner",
"mcts_branches": 970,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.57,
"latency_ms": 467,
"node_provider": "CloudTrail",
"noise_level_db": 10
},
"timestamp": "2026-04-22T03:22:16Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component":... | {
"noise_penalty": 0.12,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.42,
"total_execution_ms": 4066
} | {
"fitness_score_update": -0.1,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1108185",
"timestamp": "2026-04-14T05:49:45Z",
"trace_id": "0a21220a-4ecb-4a59-8ac5-d62c8fb62737",
"weighted_score": 71.03
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.928,
"engine": "nemesis_planner",
"mcts_branches": 236,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
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"latency_ms": 157,
"node_provider": "CrowdStrike",
"noise_level_db": 58
},
"timestamp": "2026-04-14T05:49:45Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
"noise_penalty": 0.37,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.95,
"total_execution_ms": 7868
} | {
"fitness_score_update": 0.13,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1344575",
"timestamp": "2026-04-16T23:29:35Z",
"trace_id": "bc7d482a-8fa0-4ea0-aa20-faa84b72ede5",
"weighted_score": 17.95
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.833,
"engine": "nemesis_planner",
"mcts_branches": 607,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
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"latency_ms": 267,
"node_provider": "Azure_Sentinel",
"noise_level_db": 16
},
"timestamp": "2026-04-16T23:29:35Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"com... | {
"noise_penalty": 0.47,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.94,
"total_execution_ms": 5262
} | {
"fitness_score_update": 0.23,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0863573",
"timestamp": "2026-04-11T09:52:53Z",
"trace_id": "4ce6a4b6-f74f-44c9-9c64-288ee392f2ff",
"weighted_score": 87.74
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.859,
"engine": "nemesis_planner",
"mcts_branches": 797,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.893,
"latency_ms": 414,
"node_provider": "CloudTrail",
"noise_level_db": 45
},
"timestamp": "2026-04-11T09:52:53Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.04,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.91,
"total_execution_ms": 3470
} | {
"fitness_score_update": 0.01,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1767083",
"timestamp": "2026-04-21T20:51:23Z",
"trace_id": "ed23ef72-4ae2-44fe-a065-8cf1d5ea2da9",
"weighted_score": 24.76
} | {
"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": 0.908,
"engine": "nemesis_planner",
"mcts_branches": 409,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.789,
"latency_ms": 141,
"node_provider": "Local_Syslog",
"noise_level_db": 31
},
"timestamp": "2026-04-21T20:51:23Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"comp... | {
"noise_penalty": 0.01,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.67,
"total_execution_ms": 9005
} | {
"fitness_score_update": 0.12,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1060395",
"timestamp": "2026-04-13T16:33:15Z",
"trace_id": "339c3522-68a1-4fdf-97a4-54973b76e218",
"weighted_score": 11.78
} | {
"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": 0.728,
"engine": "nemesis_planner",
"mcts_branches": 775,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
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"latency_ms": 249,
"node_provider": "Local_Syslog",
"noise_level_db": 43
},
"timestamp": "2026-04-13T16:33:15Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.66,
"total_execution_ms": 1114
} | {
"fitness_score_update": 0.08,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2295931",
"timestamp": "2026-04-27T23:45:31Z",
"trace_id": "fc9baa50-8c7b-466d-b61f-6b0b393baa6f",
"weighted_score": 63.62
} | {
"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": 0.7,
"engine": "nemesis_planner",
"mcts_branches": 298,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
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"latency_ms": 419,
"node_provider": "Azure_Sentinel",
"noise_level_db": 16
},
"timestamp": "2026-04-27T23:45:31Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
"noise_penalty": 0.23,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.75,
"total_execution_ms": 5988
} | {
"fitness_score_update": 0.02,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1023245",
"timestamp": "2026-04-13T06:14:05Z",
"trace_id": "b216ab7d-fe1d-4ec6-a1e8-e3b1d90f2357",
"weighted_score": 98.04
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.81,
"engine": "nemesis_planner",
"mcts_branches": 102,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
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"latency_ms": 68,
"node_provider": "CloudTrail",
"noise_level_db": 14
},
"timestamp": "2026-04-13T06:14:05Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
"noise_penalty": 0.39,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.59,
"total_execution_ms": 8841
} | {
"fitness_score_update": 0.48,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1248913",
"timestamp": "2026-04-15T20:55:13Z",
"trace_id": "a0f6963f-6c4d-4671-9dc2-757afb3d488e",
"weighted_score": 93.28
} | {
"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": 0.714,
"engine": "nemesis_planner",
"mcts_branches": 847,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"telemetry": {
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"latency_ms": 181,
"node_provider": "CrowdStrike",
"noise_level_db": 29
},
"timestamp": "2026-04-15T20:55:13Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
"noise_penalty": 0.4,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.98,
"total_execution_ms": 8605
} | {
"fitness_score_update": 0.19,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1251207",
"timestamp": "2026-04-15T21:33:27Z",
"trace_id": "e4c82983-a6d2-461b-ab9f-e02e15ecf178",
"weighted_score": 98.83
} | {
"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": 0.961,
"engine": "nemesis_planner",
"mcts_branches": 167,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
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"latency_ms": 285,
"node_provider": "CrowdStrike",
"noise_level_db": 63
},
"timestamp": "2026-04-15T21:33:27Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
"noise_penalty": 0.16,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.6,
"total_execution_ms": 7282
} | {
"fitness_score_update": 0.34,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1654289",
"timestamp": "2026-04-20T13:31:29Z",
"trace_id": "fbeda10e-d9b5-483a-b798-56dd994553af",
"weighted_score": 66.3
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.765,
"engine": "nemesis_planner",
"mcts_branches": 184,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
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"latency_ms": 472,
"node_provider": "Local_Syslog",
"noise_level_db": 14
},
"timestamp": "2026-04-20T13:31:29Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.06,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.58,
"total_execution_ms": 4794
} | {
"fitness_score_update": 0.36,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1469137",
"timestamp": "2026-04-18T10:05:37Z",
"trace_id": "a93b10aa-b1af-4d9d-bca0-45b820a8b2c5",
"weighted_score": 27.63
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.802,
"engine": "nemesis_planner",
"mcts_branches": 417,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
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"latency_ms": 466,
"node_provider": "CloudTrail",
"noise_level_db": 39
},
"timestamp": "2026-04-18T10:05:37Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
"noise_penalty": 0.3,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.54,
"total_execution_ms": 7322
} | {
"fitness_score_update": 0,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2489686",
"timestamp": "2026-04-30T05:34:46Z",
"trace_id": "20fca5e6-da3d-47b2-a09d-5fa1cb4b012c",
"weighted_score": 62.22
} | {
"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": 0.903,
"engine": "nemesis_planner",
"mcts_branches": 191,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
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"latency_ms": 314,
"node_provider": "CloudTrail",
"noise_level_db": 35
},
"timestamp": "2026-04-30T05:34:46Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
"noise_penalty": 0.32,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.5,
"total_execution_ms": 5956
} | {
"fitness_score_update": 0.33,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0708723",
"timestamp": "2026-04-09T14:52:03Z",
"trace_id": "87451ac4-5bb9-4770-ab33-cc6ef6ecdbd0",
"weighted_score": 96.53
} | {
"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": 0.872,
"engine": "nemesis_planner",
"mcts_branches": 906,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
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"latency_ms": 479,
"node_provider": "Azure_Sentinel",
"noise_level_db": 20
},
"timestamp": "2026-04-09T14:52:03Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.16,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.41,
"total_execution_ms": 6461
} | {
"fitness_score_update": 0.41,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2205714",
"timestamp": "2026-04-26T22:41:54Z",
"trace_id": "515f02f8-69c9-46ce-99c1-dce44c8a7ddb",
"weighted_score": 13.57
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.951,
"engine": "nemesis_planner",
"mcts_branches": 249,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
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"latency_ms": 272,
"node_provider": "CrowdStrike",
"noise_level_db": 75
},
"timestamp": "2026-04-26T22:41:54Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.74,
"total_execution_ms": 2952
} | {
"fitness_score_update": 0.05,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2026666",
"timestamp": "2026-04-24T20:57:46Z",
"trace_id": "f343c618-ea22-49b4-bb7c-474ac6659e16",
"weighted_score": 61.64
} | {
"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": 0.968,
"engine": "nemesis_planner",
"mcts_branches": 157,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"telemetry": {
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"latency_ms": 317,
"node_provider": "CloudTrail",
"noise_level_db": 21
},
"timestamp": "2026-04-24T20:57:46Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.59,
"total_execution_ms": 5479
} | {
"fitness_score_update": 0.02,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0435957",
"timestamp": "2026-04-06T11:05:57Z",
"trace_id": "0e99d6b6-bf31-44fa-b354-cfd5780d039a",
"weighted_score": 65.98
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.772,
"engine": "nemesis_planner",
"mcts_branches": 593,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "CloudTrail",
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},
"timestamp": "2026-04-06T11:05:57Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.99,
"total_execution_ms": 9006
} | {
"fitness_score_update": 0.44,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1983829",
"timestamp": "2026-04-24T09:03:49Z",
"trace_id": "69299680-b043-41a9-b00b-792aa7993d5b",
"weighted_score": 88.66
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.919,
"engine": "nemesis_planner",
"mcts_branches": 694,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-24T09:03:49Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"success_rate": 0.53,
"total_execution_ms": 8770
} | {
"fitness_score_update": 0.02,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0918880",
"timestamp": "2026-04-12T01:14:40Z",
"trace_id": "0975b729-5d09-4026-a9a9-c36d20fbde07",
"weighted_score": 34.88
} | {
"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": 0.951,
"engine": "nemesis_planner",
"mcts_branches": 999,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-12T01:14:40Z"
},
{
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"component":... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.73,
"total_execution_ms": 2338
} | {
"fitness_score_update": 0.11,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1864392",
"timestamp": "2026-04-22T23:53:12Z",
"trace_id": "c94d4938-b766-4baa-b9aa-29966651b03a",
"weighted_score": 20.74
} | {
"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": 0.99,
"engine": "nemesis_planner",
"mcts_branches": 849,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-22T23:53:12Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 1374
} | {
"fitness_score_update": 0.31,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1478079",
"timestamp": "2026-04-18T12:34:39Z",
"trace_id": "07429b86-8e3c-4e93-8de8-4bcaa62a1586",
"weighted_score": 82.43
} | {
"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": 0.816,
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"mcts_branches": 240,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-18T12:34:39Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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"total_execution_ms": 6582
} | {
"fitness_score_update": 0.5,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1242575",
"timestamp": "2026-04-15T19:09:35Z",
"trace_id": "3e8f64fb-05da-4625-9b12-83fa83b1d333",
"weighted_score": 68.55
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 854,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-15T19:09:35Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"success_rate": 0.97,
"total_execution_ms": 2365
} | {
"fitness_score_update": 0.28,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0495003",
"timestamp": "2026-04-07T03:30:03Z",
"trace_id": "7eb3a7b5-88a9-4fdf-a957-8854a49bb067",
"weighted_score": 59.28
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.77,
"engine": "nemesis_planner",
"mcts_branches": 333,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-07T03:30:03Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 2593
} | {
"fitness_score_update": 0.16,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1047344",
"timestamp": "2026-04-13T12:55:44Z",
"trace_id": "d7b266c5-129a-45d8-a44b-bc681c4a135e",
"weighted_score": 48.39
} | {
"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": 0.988,
"engine": "nemesis_planner",
"mcts_branches": 791,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-13T12:55:44Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"total_execution_ms": 1643
} | {
"fitness_score_update": 0.06,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0328612",
"timestamp": "2026-04-05T05:16:52Z",
"trace_id": "91920b90-bcd6-40a5-9132-5426efe4d97a",
"weighted_score": 73.25
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
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"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 233,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-05T05:16:52Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"success_rate": 0.77,
"total_execution_ms": 9634
} | {
"fitness_score_update": -0.03,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1656141",
"timestamp": "2026-04-20T14:02:21Z",
"trace_id": "ea0cb40d-e3c3-4c08-9939-d738e12e8b1a",
"weighted_score": 80.58
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 118,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-20T14:02:21Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.72,
"total_execution_ms": 9590
} | {
"fitness_score_update": 0.27,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1948655",
"timestamp": "2026-04-23T23:17:35Z",
"trace_id": "838ec766-7d5f-45ca-821c-c2232dbc3b71",
"weighted_score": 35.79
} | {
"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": 0.858,
"engine": "nemesis_planner",
"mcts_branches": 494,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "CloudTrail",
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},
"timestamp": "2026-04-23T23:17:35Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"success_rate": 1,
"total_execution_ms": 8239
} | {
"fitness_score_update": 0.33,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0918414",
"timestamp": "2026-04-12T01:06:54Z",
"trace_id": "a8f3ddfc-36f0-4d0e-aefc-bee32d1b0f4d",
"weighted_score": 85.99
} | {
"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": 0.854,
"engine": "nemesis_planner",
"mcts_branches": 651,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-12T01:06:54Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"success_rate": 0.72,
"total_execution_ms": 5528
} | {
"fitness_score_update": 0.41,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1487156",
"timestamp": "2026-04-18T15:05:56Z",
"trace_id": "a87537ff-38b7-4a13-9c87-fcf04cfee609",
"weighted_score": 28.31
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 853,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-18T15:05:56Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 1,
"total_execution_ms": 7585
} | {
"fitness_score_update": 0.42,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2399578",
"timestamp": "2026-04-29T04:32:58Z",
"trace_id": "cd388f19-89d5-4157-a663-aa9c59a02b24",
"weighted_score": 26.41
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.713,
"engine": "nemesis_planner",
"mcts_branches": 448,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-29T04:32:58Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"success_rate": 0.61,
"total_execution_ms": 7886
} | {
"fitness_score_update": 0.35,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1380710",
"timestamp": "2026-04-17T09:31:50Z",
"trace_id": "aedbbf9d-b08a-4ed4-aac7-0079e001ce02",
"weighted_score": 20.19
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.884,
"engine": "nemesis_planner",
"mcts_branches": 759,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-17T09:31:50Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.66,
"total_execution_ms": 4985
} | {
"fitness_score_update": 0.33,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0937018",
"timestamp": "2026-04-12T06:16:58Z",
"trace_id": "8d2f15f0-299e-4667-8f53-0774324f3d17",
"weighted_score": 58.25
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.84,
"engine": "nemesis_planner",
"mcts_branches": 871,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-12T06:16:58Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 7650
} | {
"fitness_score_update": 0.09,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0293794",
"timestamp": "2026-04-04T19:36:34Z",
"trace_id": "9cc6b97a-2d85-4d37-80ea-224b9d87e21a",
"weighted_score": 25.18
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.823,
"engine": "nemesis_planner",
"mcts_branches": 231,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"latency_ms": 216,
"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-04T19:36:34Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.72,
"total_execution_ms": 6355
} | {
"fitness_score_update": 0.19,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0673727",
"timestamp": "2026-04-09T05:08:47Z",
"trace_id": "f938d3b8-169f-4a4b-bec7-d78ebed16410",
"weighted_score": 70.39
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.898,
"engine": "nemesis_planner",
"mcts_branches": 432,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "Azure_Sentinel",
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},
"timestamp": "2026-04-09T05:08:47Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
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"total_execution_ms": 1232
} | {
"fitness_score_update": 0.39,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0220098",
"timestamp": "2026-04-03T23:08:18Z",
"trace_id": "7a118e80-f508-4ade-83e2-01b7425eecbb",
"weighted_score": 90.19
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.763,
"engine": "nemesis_planner",
"mcts_branches": 712,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-03T23:08:18Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.62,
"total_execution_ms": 6593
} | {
"fitness_score_update": 0.31,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0081743",
"timestamp": "2026-04-02T08:42:23Z",
"trace_id": "883c4c22-5f02-4ef7-91d4-fed267b56462",
"weighted_score": 39.94
} | {
"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": 0.911,
"engine": "nemesis_planner",
"mcts_branches": 416,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"telemetry": {
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-02T08:42:23Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 1286
} | {
"fitness_score_update": 0.05,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0946399",
"timestamp": "2026-04-12T08:53:19Z",
"trace_id": "33a71497-9875-4073-afd3-ce84aae7555d",
"weighted_score": 47.89
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.934,
"engine": "nemesis_planner",
"mcts_branches": 867,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "CloudTrail",
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},
"timestamp": "2026-04-12T08:53:19Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.78,
"total_execution_ms": 4271
} | {
"fitness_score_update": 0.25,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2114878",
"timestamp": "2026-04-25T21:27:58Z",
"trace_id": "6d204199-b950-4984-b8ed-d58c63a358f3",
"weighted_score": 68.19
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.988,
"engine": "nemesis_planner",
"mcts_branches": 970,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-25T21:27:58Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 2903
} | {
"fitness_score_update": 0.34,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1932220",
"timestamp": "2026-04-23T18:43:40Z",
"trace_id": "5cb8e095-1008-49e6-9a22-7de578673ac6",
"weighted_score": 82.17
} | {
"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": 127,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-23T18:43:40Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 8252
} | {
"fitness_score_update": 0.08,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1572085",
"timestamp": "2026-04-19T14:41:25Z",
"trace_id": "6c4022e0-8657-4cc1-b74f-1861a5cc69bf",
"weighted_score": 53.81
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.857,
"engine": "nemesis_planner",
"mcts_branches": 413,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-19T14:41:25Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"success_rate": 0.97,
"total_execution_ms": 8426
} | {
"fitness_score_update": -0.03,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0488675",
"timestamp": "2026-04-07T01:44:35Z",
"trace_id": "218153f9-d634-4c64-bc61-6435ec153fb7",
"weighted_score": 27.93
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.876,
"engine": "nemesis_planner",
"mcts_branches": 846,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-07T01:44:35Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 2830
} | {
"fitness_score_update": 0.42,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1103585",
"timestamp": "2026-04-14T04:33:05Z",
"trace_id": "31162c2c-ffc5-4342-b0b6-1d7fa4aea7fb",
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} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
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"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.773,
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"mcts_branches": 860,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-14T04:33:05Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 5280
} | {
"fitness_score_update": 0.19,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0049364",
"timestamp": "2026-04-01T23:42:44Z",
"trace_id": "94fa45d6-6e94-4ba2-8a68-b6c8faba9602",
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} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.806,
"engine": "nemesis_planner",
"mcts_branches": 493,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-01T23:42:44Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"... | {
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"success_rate": 0.85,
"total_execution_ms": 2776
} | {
"fitness_score_update": 0.03,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2465295",
"timestamp": "2026-04-29T22:48:15Z",
"trace_id": "84056aff-dfa3-4c83-a534-1061ebebd079",
"weighted_score": 67.04
} | {
"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": 0.751,
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"mcts_branches": 472,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-29T22:48:15Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"success_rate": 0.47,
"total_execution_ms": 2838
} | {
"fitness_score_update": 0.03,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0734084",
"timestamp": "2026-04-09T21:54:44Z",
"trace_id": "53a9f9cf-ceb5-48c9-863f-2c9319eb4967",
"weighted_score": 95.02
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.787,
"engine": "nemesis_planner",
"mcts_branches": 753,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-09T21:54:44Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"success_rate": 0.73,
"total_execution_ms": 6238
} | {
"fitness_score_update": -0.07,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1428657",
"timestamp": "2026-04-17T22:50:57Z",
"trace_id": "fb1c9233-c0b9-4154-8ab7-50a476342749",
"weighted_score": 61.66
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.806,
"engine": "nemesis_planner",
"mcts_branches": 756,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-17T22:50:57Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 2628
} | {
"fitness_score_update": 0.34,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2380456",
"timestamp": "2026-04-28T23:14:16Z",
"trace_id": "ea035097-5035-4aec-a0bc-80685326031e",
"weighted_score": 85.76
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.961,
"engine": "nemesis_planner",
"mcts_branches": 683,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-28T23:14:16Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
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"success_rate": 0.96,
"total_execution_ms": 4983
} | {
"fitness_score_update": -0.02,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2226997",
"timestamp": "2026-04-27T04:36:37Z",
"trace_id": "a49dccf4-1ca6-434e-8bc2-25c21e6d8833",
"weighted_score": 99.01
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.801,
"engine": "nemesis_planner",
"mcts_branches": 890,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-27T04:36:37Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 5232
} | {
"fitness_score_update": -0.1,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0831841",
"timestamp": "2026-04-11T01:04:01Z",
"trace_id": "5ece77c1-7b3d-4215-a297-a6a5b3087e9b",
"weighted_score": 18.55
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.971,
"engine": "nemesis_planner",
"mcts_branches": 946,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-11T01:04:01Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
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"total_execution_ms": 3087
} | {
"fitness_score_update": -0.07,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1235194",
"timestamp": "2026-04-15T17:06:34Z",
"trace_id": "8c66673c-3a3f-46c8-bdf9-1efa72031317",
"weighted_score": 26.56
} | {
"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": 0.826,
"engine": "nemesis_planner",
"mcts_branches": 249,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
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"latency_ms": 154,
"node_provider": "Azure_Sentinel",
"noise_level_db": 61
},
"timestamp": "2026-04-15T17:06:34Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.45,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.46,
"total_execution_ms": 5852
} | {
"fitness_score_update": -0.05,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1673564",
"timestamp": "2026-04-20T18:52:44Z",
"trace_id": "154bfc8c-276e-43c2-8fc0-48b47d7c4d92",
"weighted_score": 62.45
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.844,
"engine": "nemesis_planner",
"mcts_branches": 484,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
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"latency_ms": 66,
"node_provider": "Azure_Sentinel",
"noise_level_db": 68
},
"timestamp": "2026-04-20T18:52:44Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"com... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.96,
"total_execution_ms": 5903
} | {
"fitness_score_update": 0.17,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1310393",
"timestamp": "2026-04-16T13:59:53Z",
"trace_id": "6c8ebdf9-46f6-4fa8-b207-18adec73ec1b",
"weighted_score": 31.86
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.984,
"engine": "nemesis_planner",
"mcts_branches": 715,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
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"node_provider": "CrowdStrike",
"noise_level_db": 25
},
"timestamp": "2026-04-16T13:59:53Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.42,
"total_execution_ms": 7397
} | {
"fitness_score_update": 0.46,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1954311",
"timestamp": "2026-04-24T00:51:51Z",
"trace_id": "1e4ba04d-3cea-4b7d-b55b-df259f7feeeb",
"weighted_score": 23.67
} | {
"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": 0.7,
"engine": "nemesis_planner",
"mcts_branches": 208,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
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"latency_ms": 472,
"node_provider": "Azure_Sentinel",
"noise_level_db": 57
},
"timestamp": "2026-04-24T00:51:51Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.42,
"total_execution_ms": 4852
} | {
"fitness_score_update": -0.07,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1299332",
"timestamp": "2026-04-16T10:55:32Z",
"trace_id": "2e3ef43d-0f64-4fe1-be15-15dfafa57999",
"weighted_score": 37.51
} | {
"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": 0.901,
"engine": "nemesis_planner",
"mcts_branches": 633,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
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"node_provider": "Local_Syslog",
"noise_level_db": 63
},
"timestamp": "2026-04-16T10:55:32Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.6,
"total_execution_ms": 8313
} | {
"fitness_score_update": -0.01,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2311344",
"timestamp": "2026-04-28T04:02:24Z",
"trace_id": "db1e15f9-e7d8-4a17-87c2-f30411279e81",
"weighted_score": 47.69
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.793,
"engine": "nemesis_planner",
"mcts_branches": 354,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
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"node_provider": "CloudTrail",
"noise_level_db": 52
},
"timestamp": "2026-04-28T04:02:24Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.08,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.55,
"total_execution_ms": 1592
} | {
"fitness_score_update": 0.37,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0985019",
"timestamp": "2026-04-12T19:36:59Z",
"trace_id": "0571836f-8011-497c-a4da-c805bbb3938b",
"weighted_score": 79.47
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.736,
"engine": "nemesis_planner",
"mcts_branches": 626,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-12T19:36:59Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.7,
"total_execution_ms": 2352
} | {
"fitness_score_update": 0.12,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0874651",
"timestamp": "2026-04-11T12:57:31Z",
"trace_id": "6b7b912c-3f1d-4226-84d2-366836727eda",
"weighted_score": 60.76
} | {
"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": 0.726,
"engine": "nemesis_planner",
"mcts_branches": 558,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "Local_Syslog",
"noise_level_db": 37
},
"timestamp": "2026-04-11T12:57:31Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.61,
"total_execution_ms": 3858
} | {
"fitness_score_update": 0.25,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1143498",
"timestamp": "2026-04-14T15:38:18Z",
"trace_id": "0d583874-1419-46df-9c68-4db6654f1206",
"weighted_score": 26.08
} | {
"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": 0.983,
"engine": "nemesis_planner",
"mcts_branches": 573,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-14T15:38:18Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.47,
"total_execution_ms": 1693
} | {
"fitness_score_update": 0.09,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1710875",
"timestamp": "2026-04-21T05:14:35Z",
"trace_id": "35999278-080c-4796-9d11-18e10168b577",
"weighted_score": 91.68
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.895,
"engine": "nemesis_planner",
"mcts_branches": 493,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "Local_Syslog",
"noise_level_db": 18
},
"timestamp": "2026-04-21T05:14:35Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.9,
"total_execution_ms": 1169
} | {
"fitness_score_update": 0.07,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0484794",
"timestamp": "2026-04-07T00:39:54Z",
"trace_id": "149fe8e6-fe84-4cfd-a074-2496dc1c6cc0",
"weighted_score": 95.9
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.827,
"engine": "nemesis_planner",
"mcts_branches": 279,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "CrowdStrike",
"noise_level_db": 19
},
"timestamp": "2026-04-07T00:39:54Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"comp... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.54,
"total_execution_ms": 9974
} | {
"fitness_score_update": 0.03,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1334783",
"timestamp": "2026-04-16T20:46:23Z",
"trace_id": "af254d40-4d8d-47e7-a8a3-f8d7614b7416",
"weighted_score": 37.9
} | {
"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": 0.985,
"engine": "nemesis_planner",
"mcts_branches": 643,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-16T20:46:23Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.48,
"total_execution_ms": 7040
} | {
"fitness_score_update": 0.27,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2272745",
"timestamp": "2026-04-27T17:19:05Z",
"trace_id": "471313b7-e0b3-4914-a9d6-6e25877664cb",
"weighted_score": 97.19
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.907,
"engine": "nemesis_planner",
"mcts_branches": 499,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "Azure_Sentinel",
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},
"timestamp": "2026-04-27T17:19:05Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.56,
"total_execution_ms": 1070
} | {
"fitness_score_update": -0.01,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1558722",
"timestamp": "2026-04-19T10:58:42Z",
"trace_id": "b35dfc7f-d176-4b28-9348-26bd24e6c081",
"weighted_score": 53.73
} | {
"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": 0.877,
"engine": "nemesis_planner",
"mcts_branches": 213,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"noise_level_db": 21
},
"timestamp": "2026-04-19T10:58:42Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"componen... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.7,
"total_execution_ms": 2028
} | {
"fitness_score_update": 0.25,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0188868",
"timestamp": "2026-04-03T14:27:48Z",
"trace_id": "185f55eb-5057-44a5-af23-25e00c534c56",
"weighted_score": 67.15
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.711,
"engine": "nemesis_planner",
"mcts_branches": 704,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-03T14:27:48Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.66,
"total_execution_ms": 9700
} | {
"fitness_score_update": -0.04,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2012996",
"timestamp": "2026-04-24T17:09:56Z",
"trace_id": "fe7fe6d1-eec3-4f68-923a-3dbf8d798c3b",
"weighted_score": 60.37
} | {
"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": 0.747,
"engine": "nemesis_planner",
"mcts_branches": 318,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-24T17:09:56Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.74,
"total_execution_ms": 6707
} | {
"fitness_score_update": -0.08,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1279185",
"timestamp": "2026-04-16T05:19:45Z",
"trace_id": "b15a3bf5-7722-484b-b5bf-9ecf80dcaa60",
"weighted_score": 88.4
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.749,
"engine": "nemesis_planner",
"mcts_branches": 466,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "Azure_Sentinel",
"noise_level_db": 59
},
"timestamp": "2026-04-16T05:19:45Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.85,
"total_execution_ms": 7876
} | {
"fitness_score_update": 0.13,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0082036",
"timestamp": "2026-04-02T08:47:16Z",
"trace_id": "9da8ddf3-b8cc-4d7a-8d98-6a7af437a45f",
"weighted_score": 65.56
} | {
"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": 0.969,
"engine": "nemesis_planner",
"mcts_branches": 296,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.902,
"latency_ms": 419,
"node_provider": "CloudTrail",
"noise_level_db": 49
},
"timestamp": "2026-04-02T08:47:16Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
"noise_penalty": 0.3,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.78,
"total_execution_ms": 3423
} | {
"fitness_score_update": 0.35,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1329422",
"timestamp": "2026-04-16T19:17:02Z",
"trace_id": "bf77e794-43a6-4ffb-961c-88e000c59f13",
"weighted_score": 94.75
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.962,
"engine": "nemesis_planner",
"mcts_branches": 756,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.538,
"latency_ms": 130,
"node_provider": "Local_Syslog",
"noise_level_db": 22
},
"timestamp": "2026-04-16T19:17:02Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.43,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.64,
"total_execution_ms": 2356
} | {
"fitness_score_update": 0.17,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0255285",
"timestamp": "2026-04-04T08:54:45Z",
"trace_id": "3c306aaf-5b87-465a-aef3-47e0059bc945",
"weighted_score": 80.61
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.758,
"engine": "nemesis_planner",
"mcts_branches": 955,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.678,
"latency_ms": 104,
"node_provider": "CrowdStrike",
"noise_level_db": 52
},
"timestamp": "2026-04-04T08:54:45Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
"noise_penalty": 0.25,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.48,
"total_execution_ms": 5375
} | {
"fitness_score_update": 0.28,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2045250",
"timestamp": "2026-04-25T02:07:30Z",
"trace_id": "3c6a13d4-6ca6-4c1f-bca5-292453183399",
"weighted_score": 24.65
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.766,
"engine": "nemesis_planner",
"mcts_branches": 514,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.722,
"latency_ms": 85,
"node_provider": "CloudTrail",
"noise_level_db": 27
},
"timestamp": "2026-04-25T02:07:30Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"componen... | {
"noise_penalty": 0.31,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.66,
"total_execution_ms": 7911
} | {
"fitness_score_update": 0.06,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0220431",
"timestamp": "2026-04-03T23:13:51Z",
"trace_id": "e9629889-ca70-4ff5-a3d7-e62e3f3cf0e9",
"weighted_score": 70.33
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.921,
"engine": "nemesis_planner",
"mcts_branches": 984,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.56,
"latency_ms": 186,
"node_provider": "Local_Syslog",
"noise_level_db": 72
},
"timestamp": "2026-04-03T23:13:51Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
"noise_penalty": 0.21,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.73,
"total_execution_ms": 4509
} | {
"fitness_score_update": 0.06,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0935506",
"timestamp": "2026-04-12T05:51:46Z",
"trace_id": "b3933d71-59ed-4b6a-8fbd-b9acd590b239",
"weighted_score": 55.2
} | {
"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": 0.908,
"engine": "nemesis_planner",
"mcts_branches": 596,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.536,
"latency_ms": 39,
"node_provider": "CrowdStrike",
"noise_level_db": 64
},
"timestamp": "2026-04-12T05:51:46Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"comp... | {
"noise_penalty": 0.36,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.71,
"total_execution_ms": 7168
} | {
"fitness_score_update": 0.3,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2153510",
"timestamp": "2026-04-26T08:11:50Z",
"trace_id": "7f47725f-ef8a-475a-812c-8e2ab60e88d1",
"weighted_score": 12.44
} | {
"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": 0.895,
"engine": "nemesis_planner",
"mcts_branches": 349,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.876,
"latency_ms": 207,
"node_provider": "Azure_Sentinel",
"noise_level_db": 29
},
"timestamp": "2026-04-26T08:11:50Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
"noise_penalty": 0.41,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.63,
"total_execution_ms": 7993
} | {
"fitness_score_update": 0.39,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2030214",
"timestamp": "2026-04-24T21:56:54Z",
"trace_id": "5d9d40fd-b3b8-400e-839f-21726bd7f46f",
"weighted_score": 96.82
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.704,
"engine": "nemesis_planner",
"mcts_branches": 652,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.723,
"latency_ms": 160,
"node_provider": "CrowdStrike",
"noise_level_db": 20
},
"timestamp": "2026-04-24T21:56:54Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
"noise_penalty": 0.43,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.77,
"total_execution_ms": 5536
} | {
"fitness_score_update": 0.04,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2388374",
"timestamp": "2026-04-29T01:26:14Z",
"trace_id": "088d726f-b9b4-4787-b096-fc96a10b873b",
"weighted_score": 12.52
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.77,
"engine": "nemesis_planner",
"mcts_branches": 410,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.712,
"latency_ms": 330,
"node_provider": "CloudTrail",
"noise_level_db": 24
},
"timestamp": "2026-04-29T01:26:14Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
"noise_penalty": 0.3,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.81,
"total_execution_ms": 7079
} | {
"fitness_score_update": 0.28,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2264557",
"timestamp": "2026-04-27T15:02:37Z",
"trace_id": "985d1fc2-6f4d-4bd7-9f3d-1ceef2e363b0",
"weighted_score": 63.76
} | {
"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": 0.982,
"engine": "nemesis_planner",
"mcts_branches": 459,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.523,
"latency_ms": 290,
"node_provider": "CloudTrail",
"noise_level_db": 10
},
"timestamp": "2026-04-27T15:02:37Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
"noise_penalty": 0.06,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.52,
"total_execution_ms": 5260
} | {
"fitness_score_update": -0.09,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1893428",
"timestamp": "2026-04-23T07:57:08Z",
"trace_id": "3bcbb8bf-ae50-46a4-aa28-379dd6907e29",
"weighted_score": 52.44
} | {
"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": 0.841,
"engine": "nemesis_planner",
"mcts_branches": 518,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.506,
"latency_ms": 486,
"node_provider": "Azure_Sentinel",
"noise_level_db": 49
},
"timestamp": "2026-04-23T07:57:08Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compon... | {
"noise_penalty": 0.31,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.45,
"total_execution_ms": 3399
} | {
"fitness_score_update": 0.41,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0895755",
"timestamp": "2026-04-11T18:49:15Z",
"trace_id": "7f807b8b-cca9-4fe9-a406-f68fffe25714",
"weighted_score": 72.09
} | {
"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": 517,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.733,
"latency_ms": 469,
"node_provider": "Azure_Sentinel",
"noise_level_db": 57
},
"timestamp": "2026-04-11T18:49:15Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compon... | {
"noise_penalty": 0.32,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.41,
"total_execution_ms": 3378
} | {
"fitness_score_update": 0.37,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1051472",
"timestamp": "2026-04-13T14:04:32Z",
"trace_id": "ad4f32cb-5861-456a-b377-475287a1998e",
"weighted_score": 27.81
} | {
"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": 0.849,
"engine": "nemesis_planner",
"mcts_branches": 387,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.743,
"latency_ms": 228,
"node_provider": "Local_Syslog",
"noise_level_db": 66
},
"timestamp": "2026-04-13T14:04:32Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.42,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.88,
"total_execution_ms": 8606
} | {
"fitness_score_update": 0.02,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2456781",
"timestamp": "2026-04-29T20:26:21Z",
"trace_id": "166ebdbb-35b5-49db-ab53-6d66e5c91a28",
"weighted_score": 80.99
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.983,
"engine": "nemesis_planner",
"mcts_branches": 716,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.549,
"latency_ms": 408,
"node_provider": "CloudTrail",
"noise_level_db": 31
},
"timestamp": "2026-04-29T20:26:21Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compon... | {
"noise_penalty": 0,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.66,
"total_execution_ms": 8172
} | {
"fitness_score_update": 0.21,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0048794",
"timestamp": "2026-04-01T23:33:14Z",
"trace_id": "928c788f-3ed7-4eaa-a16e-856fb0b2c5a4",
"weighted_score": 41.35
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.828,
"engine": "nemesis_planner",
"mcts_branches": 163,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.919,
"latency_ms": 78,
"node_provider": "CloudTrail",
"noise_level_db": 72
},
"timestamp": "2026-04-01T23:33:14Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"c... | {
"noise_penalty": 0.15,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.63,
"total_execution_ms": 2405
} | {
"fitness_score_update": -0.02,
"parameter_drift": "none"
} | blocked_by_edr |
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