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-0681475",
"timestamp": "2026-04-09T07:17:55Z",
"trace_id": "d50b02e9-8375-4947-803c-e91c367ad242",
"weighted_score": 97.62
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.828,
"engine": "nemesis_planner",
"mcts_branches": 375,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.694,
"latency_ms": 82,
"node_provider": "Local_Syslog",
"noise_level_db": 26
},
"timestamp": "2026-04-09T07:17:55Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
"noise_penalty": 0.08,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.42,
"total_execution_ms": 4306
} | {
"fitness_score_update": 0.26,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1303911",
"timestamp": "2026-04-16T12:11:51Z",
"trace_id": "b50042f6-9863-4f3e-8c03-f34d0468e529",
"weighted_score": 66.8
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.878,
"engine": "nemesis_planner",
"mcts_branches": 509,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.179,
"latency_ms": 317,
"node_provider": "Local_Syslog",
"noise_level_db": 39
},
"timestamp": "2026-04-16T12:11:51Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.29,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.68,
"total_execution_ms": 6545
} | {
"fitness_score_update": 0.01,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0425411",
"timestamp": "2026-04-06T08:10:11Z",
"trace_id": "4a790adb-e2cc-473c-b32d-cc2769c427c8",
"weighted_score": 21.66
} | {
"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": 0.983,
"engine": "nemesis_planner",
"mcts_branches": 810,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.29,
"latency_ms": 457,
"node_provider": "Azure_Sentinel",
"noise_level_db": 56
},
"timestamp": "2026-04-06T08:10:11Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"co... | {
"noise_penalty": 0.03,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.61,
"total_execution_ms": 1447
} | {
"fitness_score_update": -0.08,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1781244",
"timestamp": "2026-04-22T00:47:24Z",
"trace_id": "02a27e97-de86-4e62-adb2-20e141e1d22e",
"weighted_score": 91.29
} | {
"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": 0.852,
"engine": "nemesis_planner",
"mcts_branches": 980,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.724,
"latency_ms": 349,
"node_provider": "CloudTrail",
"noise_level_db": 15
},
"timestamp": "2026-04-22T00:47:24Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"comp... | {
"noise_penalty": 0.4,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.55,
"total_execution_ms": 2944
} | {
"fitness_score_update": 0.34,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2434599",
"timestamp": "2026-04-29T14:16:39Z",
"trace_id": "7c43770a-1d0c-4db5-bd2b-58f77e525bc9",
"weighted_score": 11.15
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.976,
"engine": "nemesis_planner",
"mcts_branches": 553,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.491,
"latency_ms": 205,
"node_provider": "Azure_Sentinel",
"noise_level_db": 20
},
"timestamp": "2026-04-29T14:16:39Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.38,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.93,
"total_execution_ms": 9209
} | {
"fitness_score_update": 0.31,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1071447",
"timestamp": "2026-04-13T19:37:27Z",
"trace_id": "23f1e142-bd28-4c1e-b8ba-82644b30d248",
"weighted_score": 74.48
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.878,
"engine": "nemesis_planner",
"mcts_branches": 392,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.44,
"latency_ms": 461,
"node_provider": "Local_Syslog",
"noise_level_db": 12
},
"timestamp": "2026-04-13T19:37:27Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compon... | {
"noise_penalty": 0.43,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.97,
"total_execution_ms": 3411
} | {
"fitness_score_update": 0.23,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0647513",
"timestamp": "2026-04-08T21:51:53Z",
"trace_id": "9c8d11f7-b11f-439b-a257-019a2fd021ca",
"weighted_score": 99.23
} | {
"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": 0.76,
"engine": "nemesis_planner",
"mcts_branches": 420,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.332,
"latency_ms": 361,
"node_provider": "Local_Syslog",
"noise_level_db": 33
},
"timestamp": "2026-04-08T21:51:53Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.27,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.84,
"total_execution_ms": 6814
} | {
"fitness_score_update": 0.47,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1917572",
"timestamp": "2026-04-23T14:39:32Z",
"trace_id": "e0b55a94-300b-4898-80c0-2ef0bebee012",
"weighted_score": 59.74
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.881,
"engine": "nemesis_planner",
"mcts_branches": 514,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.448,
"latency_ms": 296,
"node_provider": "Local_Syslog",
"noise_level_db": 77
},
"timestamp": "2026-04-23T14:39:32Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.13,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.87,
"total_execution_ms": 9710
} | {
"fitness_score_update": 0.18,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1698208",
"timestamp": "2026-04-21T01:43:28Z",
"trace_id": "e0f97c3d-146f-4270-be1a-b19477719a0d",
"weighted_score": 44.77
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.734,
"engine": "nemesis_planner",
"mcts_branches": 959,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.932,
"latency_ms": 482,
"node_provider": "Local_Syslog",
"noise_level_db": 12
},
"timestamp": "2026-04-21T01:43:28Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
"noise_penalty": 0.32,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.77,
"total_execution_ms": 1034
} | {
"fitness_score_update": 0,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1817215",
"timestamp": "2026-04-22T10:46:55Z",
"trace_id": "9fc3f12d-bcd3-4c7b-b131-278130fcdc33",
"weighted_score": 67.54
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.705,
"engine": "nemesis_planner",
"mcts_branches": 576,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.164,
"latency_ms": 380,
"node_provider": "Local_Syslog",
"noise_level_db": 29
},
"timestamp": "2026-04-22T10:46:55Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"comp... | {
"noise_penalty": 0.01,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.69,
"total_execution_ms": 5552
} | {
"fitness_score_update": 0.15,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0999525",
"timestamp": "2026-04-12T23:38:45Z",
"trace_id": "883dfda6-f565-4388-9098-8bf51237ff46",
"weighted_score": 86.49
} | {
"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": 0.792,
"engine": "nemesis_planner",
"mcts_branches": 392,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.616,
"latency_ms": 178,
"node_provider": "Local_Syslog",
"noise_level_db": 78
},
"timestamp": "2026-04-12T23:38:45Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.11,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.77,
"total_execution_ms": 5035
} | {
"fitness_score_update": 0.43,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2135498",
"timestamp": "2026-04-26T03:11:38Z",
"trace_id": "8187a78e-7716-4cc6-91ca-72b9bcffdfa7",
"weighted_score": 87.19
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.746,
"engine": "nemesis_planner",
"mcts_branches": 555,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.952,
"latency_ms": 225,
"node_provider": "CloudTrail",
"noise_level_db": 46
},
"timestamp": "2026-04-26T03:11:38Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
"noise_penalty": 0.05,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.66,
"total_execution_ms": 6254
} | {
"fitness_score_update": 0.03,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2068254",
"timestamp": "2026-04-25T08:30:54Z",
"trace_id": "074ebdef-45db-4e3b-8e0d-dac9382dee76",
"weighted_score": 35.4
} | {
"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": 0.884,
"engine": "nemesis_planner",
"mcts_branches": 208,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.517,
"latency_ms": 396,
"node_provider": "CloudTrail",
"noise_level_db": 41
},
"timestamp": "2026-04-25T08:30:54Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
"noise_penalty": 0.2,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.77,
"total_execution_ms": 6179
} | {
"fitness_score_update": 0.27,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0034722",
"timestamp": "2026-04-01T19:38:42Z",
"trace_id": "0f291b54-6b71-446a-be88-b6413a3625c6",
"weighted_score": 79.44
} | {
"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": 0.959,
"engine": "nemesis_planner",
"mcts_branches": 279,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.726,
"latency_ms": 139,
"node_provider": "CrowdStrike",
"noise_level_db": 78
},
"timestamp": "2026-04-01T19:38:42Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
"noise_penalty": 0.45,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.58,
"total_execution_ms": 2333
} | {
"fitness_score_update": 0.37,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1874082",
"timestamp": "2026-04-23T02:34:42Z",
"trace_id": "85567125-ceaf-4f27-b091-88396e0144ad",
"weighted_score": 93.79
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.732,
"engine": "nemesis_planner",
"mcts_branches": 156,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.688,
"latency_ms": 103,
"node_provider": "Azure_Sentinel",
"noise_level_db": 46
},
"timestamp": "2026-04-23T02:34:42Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"comp... | {
"noise_penalty": 0.03,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.83,
"total_execution_ms": 6984
} | {
"fitness_score_update": 0.39,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0126737",
"timestamp": "2026-04-02T21:12:17Z",
"trace_id": "18d44c46-39e2-4804-95b0-edeab636410a",
"weighted_score": 82.58
} | {
"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"
} | {
"confidence_score": 0.708,
"engine": "nemesis_planner",
"mcts_branches": 908,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.568,
"latency_ms": 110,
"node_provider": "Local_Syslog",
"noise_level_db": 24
},
"timestamp": "2026-04-02T21:12:17Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.18,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.5,
"total_execution_ms": 4682
} | {
"fitness_score_update": 0.3,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2294084",
"timestamp": "2026-04-27T23:14:44Z",
"trace_id": "9fa9fe90-6656-41b0-9599-1bd26cee43a8",
"weighted_score": 97.48
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.903,
"engine": "nemesis_planner",
"mcts_branches": 969,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.931,
"latency_ms": 114,
"node_provider": "Azure_Sentinel",
"noise_level_db": 62
},
"timestamp": "2026-04-27T23:14:44Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"componen... | {
"noise_penalty": 0.24,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.66,
"total_execution_ms": 8307
} | {
"fitness_score_update": 0.27,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0345550",
"timestamp": "2026-04-05T09:59:10Z",
"trace_id": "e7612e21-4f3d-4e96-b010-3324b22ca8e2",
"weighted_score": 32.65
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.735,
"engine": "nemesis_planner",
"mcts_branches": 176,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
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"latency_ms": 61,
"node_provider": "Local_Syslog",
"noise_level_db": 80
},
"timestamp": "2026-04-05T09:59:10Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
"noise_penalty": 0.44,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.99,
"total_execution_ms": 4881
} | {
"fitness_score_update": 0.25,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0311347",
"timestamp": "2026-04-05T00:29:07Z",
"trace_id": "4ecfb9c2-0da2-43ae-a768-1796c169fe88",
"weighted_score": 26.51
} | {
"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": 166,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
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"latency_ms": 424,
"node_provider": "Azure_Sentinel",
"noise_level_db": 27
},
"timestamp": "2026-04-05T00:29:07Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.83,
"total_execution_ms": 9939
} | {
"fitness_score_update": 0.35,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1684228",
"timestamp": "2026-04-20T21:50:28Z",
"trace_id": "a8b2f1c8-bb36-4ab3-9853-476350842353",
"weighted_score": 16.12
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.826,
"engine": "nemesis_planner",
"mcts_branches": 299,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
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"latency_ms": 367,
"node_provider": "Azure_Sentinel",
"noise_level_db": 69
},
"timestamp": "2026-04-20T21:50:28Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.66,
"total_execution_ms": 7880
} | {
"fitness_score_update": 0.24,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0400476",
"timestamp": "2026-04-06T01:14:36Z",
"trace_id": "5507566b-72b1-41fe-8bfb-46ca8639406f",
"weighted_score": 82.31
} | {
"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,
"engine": "nemesis_planner",
"mcts_branches": 210,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"latency_ms": 481,
"node_provider": "Azure_Sentinel",
"noise_level_db": 61
},
"timestamp": "2026-04-06T01:14:36Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"comp... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.64,
"total_execution_ms": 2810
} | {
"fitness_score_update": 0.48,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0899581",
"timestamp": "2026-04-11T19:53:01Z",
"trace_id": "d3e3d163-8c88-425a-a1ca-b108a31fa7e4",
"weighted_score": 24.38
} | {
"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": 0.95,
"engine": "nemesis_planner",
"mcts_branches": 431,
"winning_strategy": "Stealth_Escalation"
} | [
{
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"node_provider": "Local_Syslog",
"noise_level_db": 46
},
"timestamp": "2026-04-11T19:53:01Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.68,
"total_execution_ms": 1272
} | {
"fitness_score_update": 0.13,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0275761",
"timestamp": "2026-04-04T14:36:01Z",
"trace_id": "ac29614f-6021-489c-9f5e-ce9a7d5fe6b5",
"weighted_score": 83.97
} | {
"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": 0.97,
"engine": "nemesis_planner",
"mcts_branches": 384,
"winning_strategy": "Stealth_Escalation"
} | [
{
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"node_provider": "CloudTrail",
"noise_level_db": 22
},
"timestamp": "2026-04-04T14:36:01Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"componen... | {
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"success_rate": 0.73,
"total_execution_ms": 9197
} | {
"fitness_score_update": 0.11,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0793010",
"timestamp": "2026-04-10T14:16:50Z",
"trace_id": "87c73f1d-87e4-4d3e-882e-c448477a5304",
"weighted_score": 39.93
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.988,
"engine": "nemesis_planner",
"mcts_branches": 529,
"winning_strategy": "Stealth_Escalation"
} | [
{
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-10T14:16:50Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
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"success_rate": 0.53,
"total_execution_ms": 6223
} | {
"fitness_score_update": 0.07,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0317789",
"timestamp": "2026-04-05T02:16:29Z",
"trace_id": "5c989ecc-9aa2-474e-8712-4bdde50e53f9",
"weighted_score": 82.1
} | {
"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": 0.8,
"engine": "nemesis_planner",
"mcts_branches": 506,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-05T02:16:29Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.65,
"total_execution_ms": 2850
} | {
"fitness_score_update": 0.16,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1747142",
"timestamp": "2026-04-21T15:19:02Z",
"trace_id": "0b04ab7e-efdc-4c1b-8bf5-18a810614205",
"weighted_score": 16.18
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.839,
"engine": "nemesis_planner",
"mcts_branches": 894,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"telemetry": {
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"node_provider": "CloudTrail",
"noise_level_db": 25
},
"timestamp": "2026-04-21T15:19:02Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.73,
"total_execution_ms": 5238
} | {
"fitness_score_update": 0.45,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1849247",
"timestamp": "2026-04-22T19:40:47Z",
"trace_id": "359156c4-2cfc-436a-9dce-8b717c1db593",
"weighted_score": 86.79
} | {
"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": 0.715,
"engine": "nemesis_planner",
"mcts_branches": 704,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"telemetry": {
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"node_provider": "Azure_Sentinel",
"noise_level_db": 70
},
"timestamp": "2026-04-22T19:40:47Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"componen... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.52,
"total_execution_ms": 8879
} | {
"fitness_score_update": -0.03,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2319884",
"timestamp": "2026-04-28T06:24:44Z",
"trace_id": "74b8d892-6ac1-4069-bd77-87becd784a54",
"weighted_score": 55.81
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.878,
"engine": "nemesis_planner",
"mcts_branches": 837,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"latency_ms": 241,
"node_provider": "Local_Syslog",
"noise_level_db": 80
},
"timestamp": "2026-04-28T06:24:44Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.91,
"total_execution_ms": 2882
} | {
"fitness_score_update": 0.06,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1601726",
"timestamp": "2026-04-19T22:55:26Z",
"trace_id": "7ed9b2f5-8375-447b-9987-007be9cb5fb2",
"weighted_score": 50.06
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.849,
"engine": "nemesis_planner",
"mcts_branches": 266,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"telemetry": {
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"noise_level_db": 37
},
"timestamp": "2026-04-19T22:55:26Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"c... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.44,
"total_execution_ms": 6627
} | {
"fitness_score_update": -0.06,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1295385",
"timestamp": "2026-04-16T09:49:45Z",
"trace_id": "0bfc177c-494d-46fc-b625-14073c7579fd",
"weighted_score": 63.55
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.87,
"engine": "nemesis_planner",
"mcts_branches": 644,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"telemetry": {
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"node_provider": "Local_Syslog",
"noise_level_db": 44
},
"timestamp": "2026-04-16T09:49:45Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.9,
"total_execution_ms": 1528
} | {
"fitness_score_update": 0.15,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1491587",
"timestamp": "2026-04-18T16:19:47Z",
"trace_id": "0ceba9be-261d-4eb5-8951-3a76fb4bb042",
"weighted_score": 29.21
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.981,
"engine": "nemesis_planner",
"mcts_branches": 718,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"telemetry": {
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"node_provider": "CrowdStrike",
"noise_level_db": 59
},
"timestamp": "2026-04-18T16:19:47Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.74,
"total_execution_ms": 6545
} | {
"fitness_score_update": 0.37,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1657288",
"timestamp": "2026-04-20T14:21:28Z",
"trace_id": "5c741d4c-fd22-4aec-a962-672a44207404",
"weighted_score": 24.62
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.756,
"engine": "nemesis_planner",
"mcts_branches": 600,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"latency_ms": 428,
"node_provider": "Local_Syslog",
"noise_level_db": 48
},
"timestamp": "2026-04-20T14:21:28Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.87,
"total_execution_ms": 3883
} | {
"fitness_score_update": -0.09,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1401740",
"timestamp": "2026-04-17T15:22:20Z",
"trace_id": "3a15d8b8-05f7-4b44-a439-a38e61467610",
"weighted_score": 33.93
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.87,
"engine": "nemesis_planner",
"mcts_branches": 794,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"latency_ms": 105,
"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-17T15:22:20Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component":... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.87,
"total_execution_ms": 2057
} | {
"fitness_score_update": 0.14,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0446805",
"timestamp": "2026-04-06T14:06:45Z",
"trace_id": "06054a2b-5629-4ea1-8a04-d436316f7b7e",
"weighted_score": 58.67
} | {
"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": 0.935,
"engine": "nemesis_planner",
"mcts_branches": 609,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-06T14:06:45Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"comp... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.45,
"total_execution_ms": 2592
} | {
"fitness_score_update": 0.18,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
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"id": "NEMESIS-1703089",
"timestamp": "2026-04-21T03:04:49Z",
"trace_id": "6c3d4a25-f0f2-4492-9ddf-99c58cc456d4",
"weighted_score": 84.5
} | {
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"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
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},
{
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
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"timestamp": "2026-04-24T09:30:13Z",
"trace_id": "a6852377-478a-4590-8345-ca9671e705c2",
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} | {
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"protocol": "AWS-Cloud",
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} | {
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} | [
{
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},
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},
{
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"... | {
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
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"id": "NEMESIS-0986488",
"timestamp": "2026-04-12T20:01:28Z",
"trace_id": "2dfba99d-1cf2-418c-acb3-7416a1b69a51",
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} | {
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"chain": "ubuntu-22.04",
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"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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} | [
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},
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},
{
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} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
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"id": "NEMESIS-2428206",
"timestamp": "2026-04-29T12:30:06Z",
"trace_id": "31baa4a5-1712-4553-bdeb-b3db052e1b5e",
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} | {
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"chain": "ubuntu-22.04",
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"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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} | [
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},
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},
{
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} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
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"timestamp": "2026-04-29T11:38:23Z",
"trace_id": "f56ee7e7-62e3-4bcc-a24c-45a9fcefe8d1",
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} | {
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} | {
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} | [
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},
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},
{
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} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
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"timestamp": "2026-04-02T15:22:40Z",
"trace_id": "787056e7-049a-4566-8414-d8ba5b9fe837",
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} | {
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} | {
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} | [
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},
{
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} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
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"timestamp": "2026-04-01T21:27:44Z",
"trace_id": "541bd9e4-34e3-437a-86a5-2292bf13d01a",
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} | {
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} | {
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} | [
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},
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},
{
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
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"id": "NEMESIS-1242472",
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"trace_id": "ae7116ae-f6b1-4dc2-b113-5bcc7c30229c",
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} | {
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} | {
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} | [
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},
{
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
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"timestamp": "2026-04-20T16:33:17Z",
"trace_id": "a5a4bf89-308b-4238-8aa7-e895cc75f623",
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} | {
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} | {
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} | [
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"timestamp": "2026-04-20T16:33:17Z"
},
{
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} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
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"id": "NEMESIS-0294909",
"timestamp": "2026-04-04T19:55:09Z",
"trace_id": "8f6b93e8-b30e-4f94-a752-6d22cd0eb5c0",
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} | {
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} | {
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} | [
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},
{
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} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
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"timestamp": "2026-04-27T08:19:51Z",
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} | {
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} | {
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} | [
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"timestamp": "2026-04-27T08:19:51Z"
},
{
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
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"timestamp": "2026-04-18T20:20:01Z",
"trace_id": "fc1d9695-df40-4713-9e33-47595d063f75",
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} | {
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} | {
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} | [
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},
"timestamp": "2026-04-18T20:20:01Z"
},
{
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
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"timestamp": "2026-04-11T00:42:56Z",
"trace_id": "68f6b1d8-3795-44fd-ac62-5c3745701c31",
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} | {
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
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},
"timestamp": "2026-04-11T00:42:56Z"
},
{
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} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
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"timestamp": "2026-04-30T06:05:34Z",
"trace_id": "e1301d0f-1ae6-4421-a137-88152248d478",
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} | {
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} | {
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} | [
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},
{
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} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
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"timestamp": "2026-04-23T15:24:37Z",
"trace_id": "9177135e-2d32-4f32-a0fe-7abc50609359",
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} | {
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"protocol": "Kubernetes",
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} | {
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} | [
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},
"timestamp": "2026-04-23T15:24:37Z"
},
{
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... | {
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
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"timestamp": "2026-04-25T01:43:22Z",
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} | {
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} | {
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} | [
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},
"timestamp": "2026-04-25T01:43:22Z"
},
{
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"total_execution_ms": 6859
} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
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"id": "NEMESIS-0773959",
"timestamp": "2026-04-10T08:59:19Z",
"trace_id": "0bd02236-9429-4224-b97a-b10377c16e44",
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} | {
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} | {
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} | [
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},
"timestamp": "2026-04-10T08:59:19Z"
},
{
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} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2010675",
"timestamp": "2026-04-24T16:31:15Z",
"trace_id": "91a61698-aa6c-435a-9fb8-8cd635870252",
"weighted_score": 60.51
} | {
"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": 0.739,
"engine": "nemesis_planner",
"mcts_branches": 697,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"latency_ms": 195,
"node_provider": "Azure_Sentinel",
"noise_level_db": 76
},
"timestamp": "2026-04-24T16:31:15Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compon... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.6,
"total_execution_ms": 4957
} | {
"fitness_score_update": 0.22,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1821671",
"timestamp": "2026-04-22T12:01:11Z",
"trace_id": "77fd09c9-7b7e-4b03-ba99-ba7c554b1a56",
"weighted_score": 26.38
} | {
"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": 0.872,
"engine": "nemesis_planner",
"mcts_branches": 319,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-22T12:01:11Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 7609
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0689277",
"timestamp": "2026-04-09T09:27:57Z",
"trace_id": "ecaedf8a-7359-42ff-b1e0-d568a6e253c7",
"weighted_score": 78.41
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.771,
"engine": "nemesis_planner",
"mcts_branches": 811,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "CloudTrail",
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},
"timestamp": "2026-04-09T09:27:57Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"total_execution_ms": 3322
} | {
"fitness_score_update": -0.05,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0660075",
"timestamp": "2026-04-09T01:21:15Z",
"trace_id": "0f01faf8-c43c-454c-b1c6-bfab99d418ce",
"weighted_score": 72.1
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.745,
"engine": "nemesis_planner",
"mcts_branches": 608,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-09T01:21:15Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"co... | {
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"total_execution_ms": 4281
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0940490",
"timestamp": "2026-04-12T07:14:50Z",
"trace_id": "f04d5d60-8020-4c2d-b3e7-717ea3bdfb14",
"weighted_score": 37.32
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.923,
"engine": "nemesis_planner",
"mcts_branches": 928,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-12T07:14:50Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 5742
} | {
"fitness_score_update": 0.06,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0569902",
"timestamp": "2026-04-08T00:18:22Z",
"trace_id": "1f87228d-fe67-49d9-bb65-28cb38141b8a",
"weighted_score": 24.33
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.884,
"engine": "nemesis_planner",
"mcts_branches": 951,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-08T00:18:22Z"
},
{
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"total_execution_ms": 4650
} | {
"fitness_score_update": 0.28,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0371518",
"timestamp": "2026-04-05T17:11:58Z",
"trace_id": "aefcc565-a5ad-4486-b2c9-5bb172e2b9ed",
"weighted_score": 17.37
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-05T17:11:58Z"
},
{
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"total_execution_ms": 7600
} | {
"fitness_score_update": 0.24,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0188674",
"timestamp": "2026-04-03T14:24:34Z",
"trace_id": "dd182f63-19a0-48cc-8286-9d4920015d33",
"weighted_score": 41.61
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-03T14:24:34Z"
},
{
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"total_execution_ms": 8636
} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0221989",
"timestamp": "2026-04-03T23:39:49Z",
"trace_id": "34d29058-0052-43fe-9877-a4c7f94f93d5",
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} | {
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"chain": "us-east-1",
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"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-03T23:39:49Z"
},
{
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"total_execution_ms": 1997
} | {
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"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1256227",
"timestamp": "2026-04-15T22:57:07Z",
"trace_id": "bc07b0ad-b757-475e-a23f-4fc17b87e5c5",
"weighted_score": 91.49
} | {
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"chain": "us-east-1",
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"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-15T22:57:07Z"
},
{
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"total_execution_ms": 3923
} | {
"fitness_score_update": 0.01,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1832555",
"timestamp": "2026-04-22T15:02:35Z",
"trace_id": "822184ac-f420-4c82-a682-6e916ddcec32",
"weighted_score": 67.64
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-22T15:02:35Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.94,
"total_execution_ms": 8642
} | {
"fitness_score_update": 0.38,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1280667",
"timestamp": "2026-04-16T05:44:27Z",
"trace_id": "03225585-9715-498b-baab-836b3d059eb8",
"weighted_score": 60.74
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 969,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-16T05:44:27Z"
},
{
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"success_rate": 0.64,
"total_execution_ms": 5601
} | {
"fitness_score_update": 0.1,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1050169",
"timestamp": "2026-04-13T13:42:49Z",
"trace_id": "c3c1d196-1758-4083-92c0-eec99e44b407",
"weighted_score": 16.41
} | {
"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": 0.87,
"engine": "nemesis_planner",
"mcts_branches": 529,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"latency_ms": 368,
"node_provider": "Local_Syslog",
"noise_level_db": 25
},
"timestamp": "2026-04-13T13:42:49Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.52,
"total_execution_ms": 5965
} | {
"fitness_score_update": -0.06,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0234864",
"timestamp": "2026-04-04T03:14:24Z",
"trace_id": "343f1934-c003-413f-a449-1bc2a83eefb5",
"weighted_score": 63
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.799,
"engine": "nemesis_planner",
"mcts_branches": 528,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-04T03:14:24Z"
},
{
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.78,
"total_execution_ms": 3663
} | {
"fitness_score_update": 0.4,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1298087",
"timestamp": "2026-04-16T10:34:47Z",
"trace_id": "c98964b6-2b6a-4aae-a872-a205f15d35a0",
"weighted_score": 66.29
} | {
"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": 290,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "Azure_Sentinel",
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},
"timestamp": "2026-04-16T10:34:47Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.76,
"total_execution_ms": 4668
} | {
"fitness_score_update": -0.07,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1158975",
"timestamp": "2026-04-14T19:56:15Z",
"trace_id": "791b1f56-4523-48cb-8d82-167c560ca34d",
"weighted_score": 50.02
} | {
"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": 134,
"winning_strategy": "Stealth_Escalation"
} | [
{
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"node_provider": "CrowdStrike",
"noise_level_db": 20
},
"timestamp": "2026-04-14T19:56:15Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compone... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.84,
"total_execution_ms": 4881
} | {
"fitness_score_update": 0.39,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1580373",
"timestamp": "2026-04-19T16:59:33Z",
"trace_id": "e154362c-233c-49fd-8924-412a78994f87",
"weighted_score": 49.52
} | {
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"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 377,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-19T16:59:33Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 3052
} | {
"fitness_score_update": 0.29,
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0287424",
"timestamp": "2026-04-04T17:50:24Z",
"trace_id": "e5d82ed0-86a6-4bea-91c4-3016d8f727cd",
"weighted_score": 10.45
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.848,
"engine": "nemesis_planner",
"mcts_branches": 433,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-04T17:50:24Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 3358
} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0184326",
"timestamp": "2026-04-03T13:12:06Z",
"trace_id": "ab96d9f7-81ab-43fb-9bd9-81cc26facf26",
"weighted_score": 15.52
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"mcts_branches": 820,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
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},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1196028",
"timestamp": "2026-04-15T06:13:48Z",
"trace_id": "3ca0e257-801b-4b2a-bc17-1c0830480805",
"weighted_score": 30.72
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"mcts_branches": 889,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
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},
{
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1538318",
"timestamp": "2026-04-19T05:18:38Z",
"trace_id": "9dfb4eaa-0334-4296-b5ae-7b7408e43706",
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} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
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"action": "RECON_FUZZ_API",
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},
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},
{
"action": "EXPLOIT_SQL_INJECTION",
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0832638",
"timestamp": "2026-04-11T01:17:18Z",
"trace_id": "61a96fb0-b964-4044-a892-1f07fe40caba",
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} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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} | [
{
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},
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},
{
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0430113",
"timestamp": "2026-04-06T09:28:33Z",
"trace_id": "9116e451-40f5-466e-a39a-01d1b70545bd",
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} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
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"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
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},
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},
{
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} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0993531",
"timestamp": "2026-04-12T21:58:51Z",
"trace_id": "fde8bb1e-3831-4f28-a3ec-78bdc4e8edc4",
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} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
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"trigger": "unusual_ingress_traffic"
} | {
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} | [
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},
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},
{
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2212401",
"timestamp": "2026-04-27T00:33:21Z",
"trace_id": "88321805-744e-4738-a41d-3e92cd41ff32",
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} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
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} | {
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} | [
{
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},
"timestamp": "2026-04-27T00:33:21Z"
},
{
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1011372",
"timestamp": "2026-04-13T02:56:12Z",
"trace_id": "31f94674-7033-4118-a677-713729f147f5",
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} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
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"protocol": "Kubernetes",
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} | {
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} | [
{
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},
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},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1563425",
"timestamp": "2026-04-19T12:17:05Z",
"trace_id": "62a502d3-015b-4d8d-865d-09c16f4878ff",
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} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
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} | {
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} | [
{
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},
"timestamp": "2026-04-19T12:17:05Z"
},
{
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1696726",
"timestamp": "2026-04-21T01:18:46Z",
"trace_id": "ba96ea24-d6cd-4cf7-8b15-1db9c18bdf0f",
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} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
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"protocol": "Kubernetes",
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
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},
"timestamp": "2026-04-21T01:18:46Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1789995",
"timestamp": "2026-04-22T03:13:15Z",
"trace_id": "eb9f5545-0a77-4016-a609-7d5dfc534ee1",
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} | {
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"chain": "us-east-1",
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"protocol": "AWS-Cloud",
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-22T03:13:15Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 4761
} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1450921",
"timestamp": "2026-04-18T05:02:01Z",
"trace_id": "3756798a-f156-4149-9a2e-3799d4bc4164",
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} | {
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-18T05:02:01Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
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"id": "NEMESIS-2441436",
"timestamp": "2026-04-29T16:10:36Z",
"trace_id": "238351f8-0846-4517-b6b0-22e476de5030",
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} | {
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"chain": "us-east-1",
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"protocol": "AWS-Cloud",
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-29T16:10:36Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"total_execution_ms": 9974
} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
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"id": "NEMESIS-0190340",
"timestamp": "2026-04-03T14:52:20Z",
"trace_id": "ea668141-ec92-46a5-82ca-ba4e611940b3",
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} | {
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"chain": "us-east-1",
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"protocol": "AWS-Cloud",
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} | {
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} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-03T14:52:20Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 2872
} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2014481",
"timestamp": "2026-04-24T17:34:41Z",
"trace_id": "7f7c8cf4-8e04-41fe-87f8-452d7ae4b299",
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} | {
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"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-24T17:34:41Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 4952
} | {
"fitness_score_update": 0.35,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0433138",
"timestamp": "2026-04-06T10:18:58Z",
"trace_id": "c98ba398-ce0b-44b4-8717-5c964e280705",
"weighted_score": 10.55
} | {
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"chain": "ubuntu-22.04",
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"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-06T10:18:58Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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} | {
"fitness_score_update": 0.33,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0576866",
"timestamp": "2026-04-08T02:14:26Z",
"trace_id": "5ae5937f-9d8e-4481-b538-bdd0a93e90f0",
"weighted_score": 68.46
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.722,
"engine": "nemesis_planner",
"mcts_branches": 944,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.69,
"latency_ms": 124,
"node_provider": "Azure_Sentinel",
"noise_level_db": 56
},
"timestamp": "2026-04-08T02:14:26Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"c... | {
"noise_penalty": 0.44,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.5,
"total_execution_ms": 5158
} | {
"fitness_score_update": 0.44,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1694068",
"timestamp": "2026-04-21T00:34:28Z",
"trace_id": "bb4eb11b-b5b7-4801-ab4e-2fe20062749f",
"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": 0.928,
"engine": "nemesis_planner",
"mcts_branches": 455,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.901,
"latency_ms": 145,
"node_provider": "CrowdStrike",
"noise_level_db": 60
},
"timestamp": "2026-04-21T00:34:28Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"comp... | {
"noise_penalty": 0.32,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.99,
"total_execution_ms": 9233
} | {
"fitness_score_update": 0.18,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1791163",
"timestamp": "2026-04-22T03:32:43Z",
"trace_id": "41a569d4-cdd9-484c-bf02-ee574d697d52",
"weighted_score": 61.44
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.703,
"engine": "nemesis_planner",
"mcts_branches": 194,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.106,
"latency_ms": 410,
"node_provider": "Local_Syslog",
"noise_level_db": 29
},
"timestamp": "2026-04-22T03:32:43Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.44,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.76,
"total_execution_ms": 5416
} | {
"fitness_score_update": 0.28,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2049884",
"timestamp": "2026-04-25T03:24:44Z",
"trace_id": "ebef28d1-29b8-4024-9b9c-0d12d6707693",
"weighted_score": 14.04
} | {
"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": 0.718,
"engine": "nemesis_planner",
"mcts_branches": 585,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.488,
"latency_ms": 51,
"node_provider": "Local_Syslog",
"noise_level_db": 15
},
"timestamp": "2026-04-25T03:24:44Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
"noise_penalty": 0.08,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.83,
"total_execution_ms": 9393
} | {
"fitness_score_update": 0.14,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0725257",
"timestamp": "2026-04-09T19:27:37Z",
"trace_id": "88896ff0-eff9-46c1-b497-7454eae8a94e",
"weighted_score": 97.13
} | {
"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": 0.78,
"engine": "nemesis_planner",
"mcts_branches": 585,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.271,
"latency_ms": 457,
"node_provider": "CloudTrail",
"noise_level_db": 77
},
"timestamp": "2026-04-09T19:27:37Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"comp... | {
"noise_penalty": 0.08,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.75,
"total_execution_ms": 8851
} | {
"fitness_score_update": 0.27,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0940793",
"timestamp": "2026-04-12T07:19:53Z",
"trace_id": "2c35e62f-c9ec-446c-b841-14b5ed493fe4",
"weighted_score": 47.8
} | {
"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": 0.719,
"engine": "nemesis_planner",
"mcts_branches": 405,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.488,
"latency_ms": 386,
"node_provider": "Local_Syslog",
"noise_level_db": 46
},
"timestamp": "2026-04-12T07:19:53Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.07,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.93,
"total_execution_ms": 3954
} | {
"fitness_score_update": 0.03,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1178242",
"timestamp": "2026-04-15T01:17:22Z",
"trace_id": "993d46e6-fe66-4dd1-b294-e2eb25708598",
"weighted_score": 28.59
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.804,
"engine": "nemesis_planner",
"mcts_branches": 526,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.238,
"latency_ms": 261,
"node_provider": "Azure_Sentinel",
"noise_level_db": 42
},
"timestamp": "2026-04-15T01:17:22Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compon... | {
"noise_penalty": 0.37,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.58,
"total_execution_ms": 6202
} | {
"fitness_score_update": 0.25,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0871965",
"timestamp": "2026-04-11T12:12:45Z",
"trace_id": "065d0441-6fec-47ce-88df-7e20f79c5763",
"weighted_score": 42.58
} | {
"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": 0.781,
"engine": "nemesis_planner",
"mcts_branches": 573,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.796,
"latency_ms": 82,
"node_provider": "Local_Syslog",
"noise_level_db": 35
},
"timestamp": "2026-04-11T12:12:45Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"com... | {
"noise_penalty": 0.46,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.93,
"total_execution_ms": 8581
} | {
"fitness_score_update": 0.29,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0049182",
"timestamp": "2026-04-01T23:39:42Z",
"trace_id": "46cfb080-6df8-41ce-829d-39d4c4599a3d",
"weighted_score": 29.69
} | {
"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": 0.942,
"engine": "nemesis_planner",
"mcts_branches": 474,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.61,
"latency_ms": 276,
"node_provider": "CrowdStrike",
"noise_level_db": 23
},
"timestamp": "2026-04-01T23:39:42Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
"noise_penalty": 0.06,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.75,
"total_execution_ms": 7726
} | {
"fitness_score_update": 0.45,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2076967",
"timestamp": "2026-04-25T10:56:07Z",
"trace_id": "98f41602-8752-444c-9ea4-8e1dff39c51f",
"weighted_score": 80.48
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.848,
"engine": "nemesis_planner",
"mcts_branches": 279,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.222,
"latency_ms": 89,
"node_provider": "Local_Syslog",
"noise_level_db": 59
},
"timestamp": "2026-04-25T10:56:07Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component":... | {
"noise_penalty": 0.48,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.5,
"total_execution_ms": 8262
} | {
"fitness_score_update": 0.25,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0247418",
"timestamp": "2026-04-04T06:43:38Z",
"trace_id": "38f46bfa-7538-42c6-b98b-389a4ffed73b",
"weighted_score": 61.57
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.822,
"engine": "nemesis_planner",
"mcts_branches": 134,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.98,
"latency_ms": 494,
"node_provider": "Local_Syslog",
"noise_level_db": 47
},
"timestamp": "2026-04-04T06:43:38Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"co... | {
"noise_penalty": 0.48,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.97,
"total_execution_ms": 8691
} | {
"fitness_score_update": 0.33,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1237676",
"timestamp": "2026-04-15T17:47:56Z",
"trace_id": "855ab461-1dc4-4516-a81d-c86c0dd47040",
"weighted_score": 15.87
} | {
"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": 0.706,
"engine": "nemesis_planner",
"mcts_branches": 729,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.52,
"latency_ms": 295,
"node_provider": "CrowdStrike",
"noise_level_db": 15
},
"timestamp": "2026-04-15T17:47:56Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
"noise_penalty": 0.01,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.89,
"total_execution_ms": 1881
} | {
"fitness_score_update": 0.32,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1621948",
"timestamp": "2026-04-20T04:32:28Z",
"trace_id": "ff30135d-1664-43e3-a388-d245b6861742",
"weighted_score": 45.79
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.884,
"engine": "nemesis_planner",
"mcts_branches": 777,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.247,
"latency_ms": 403,
"node_provider": "Local_Syslog",
"noise_level_db": 37
},
"timestamp": "2026-04-20T04:32:28Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.02,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.81,
"total_execution_ms": 5595
} | {
"fitness_score_update": 0.44,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0016011",
"timestamp": "2026-04-01T14:26:51Z",
"trace_id": "be0a7f21-55c3-440a-9e49-00a859408fb0",
"weighted_score": 41.98
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.95,
"engine": "nemesis_planner",
"mcts_branches": 196,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.986,
"latency_ms": 300,
"node_provider": "Azure_Sentinel",
"noise_level_db": 14
},
"timestamp": "2026-04-01T14:26:51Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.07,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.62,
"total_execution_ms": 4013
} | {
"fitness_score_update": 0.07,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0945061",
"timestamp": "2026-04-12T08:31:01Z",
"trace_id": "805a91ce-f850-4cc2-a917-7914823d80c8",
"weighted_score": 39.51
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.735,
"engine": "nemesis_planner",
"mcts_branches": 469,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.511,
"latency_ms": 115,
"node_provider": "Local_Syslog",
"noise_level_db": 38
},
"timestamp": "2026-04-12T08:31:01Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.24,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.7,
"total_execution_ms": 1422
} | {
"fitness_score_update": 0.27,
"parameter_drift": "none"
} | stealth_maintained |
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