schema_version string | event dict | risk_context dict | agent_reasoning dict | correlated_telemetry list | execution_summary dict | genetic_optimizer_feedback dict | decision_outcome string |
|---|---|---|---|---|---|---|---|
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1384589",
"timestamp": "2026-04-17T10:36:29Z",
"trace_id": "84311131-2e89-4eff-8443-1efbdfecad58",
"weighted_score": 91.62
} | {
"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": 0.907,
"engine": "nemesis_planner",
"mcts_branches": 947,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.615,
"latency_ms": 130,
"node_provider": "CrowdStrike",
"noise_level_db": 77
},
"timestamp": "2026-04-17T10:36:29Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.1,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.7,
"total_execution_ms": 1624
} | {
"fitness_score_update": 0.04,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0809842",
"timestamp": "2026-04-10T18:57:22Z",
"trace_id": "5138c5a0-671d-40d0-aa12-0bc262cc0e9d",
"weighted_score": 81.54
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.923,
"engine": "nemesis_planner",
"mcts_branches": 447,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.68,
"latency_ms": 349,
"node_provider": "Local_Syslog",
"noise_level_db": 65
},
"timestamp": "2026-04-10T18:57:22Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component":... | {
"noise_penalty": 0.4,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.85,
"total_execution_ms": 7640
} | {
"fitness_score_update": 0.39,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2316742",
"timestamp": "2026-04-28T05:32:22Z",
"trace_id": "a3a11d2c-0a34-4916-8120-4107f3c3c0b0",
"weighted_score": 22.83
} | {
"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": 0.783,
"engine": "nemesis_planner",
"mcts_branches": 361,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.562,
"latency_ms": 303,
"node_provider": "CrowdStrike",
"noise_level_db": 29
},
"timestamp": "2026-04-28T05:32:22Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"com... | {
"noise_penalty": 0.19,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.59,
"total_execution_ms": 5167
} | {
"fitness_score_update": 0.17,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1601126",
"timestamp": "2026-04-19T22:45:26Z",
"trace_id": "1979ba03-9672-4acb-9ac4-1c9d6039feb4",
"weighted_score": 52.76
} | {
"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": 0.819,
"engine": "nemesis_planner",
"mcts_branches": 617,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.735,
"latency_ms": 245,
"node_provider": "Local_Syslog",
"noise_level_db": 30
},
"timestamp": "2026-04-19T22:45:26Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
"noise_penalty": 0.42,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.48,
"total_execution_ms": 2857
} | {
"fitness_score_update": 0.11,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0244695",
"timestamp": "2026-04-04T05:58:15Z",
"trace_id": "2f940be0-8005-4781-aa03-dfa682b5c6fe",
"weighted_score": 35.59
} | {
"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": 0.733,
"engine": "nemesis_planner",
"mcts_branches": 979,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.223,
"latency_ms": 165,
"node_provider": "Local_Syslog",
"noise_level_db": 66
},
"timestamp": "2026-04-04T05:58:15Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.31,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.94,
"total_execution_ms": 4515
} | {
"fitness_score_update": 0.15,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1620319",
"timestamp": "2026-04-20T04:05:19Z",
"trace_id": "9f0ee230-1e58-4474-87da-d9c1e53082a2",
"weighted_score": 29.51
} | {
"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": 0.751,
"engine": "nemesis_planner",
"mcts_branches": 237,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.104,
"latency_ms": 168,
"node_provider": "Local_Syslog",
"noise_level_db": 79
},
"timestamp": "2026-04-20T04:05:19Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.37,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.47,
"total_execution_ms": 1538
} | {
"fitness_score_update": 0.07,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1084846",
"timestamp": "2026-04-13T23:20:46Z",
"trace_id": "babdc8d2-e6e2-4a5d-9320-aa1b7bce99a9",
"weighted_score": 59.4
} | {
"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": 0.762,
"engine": "nemesis_planner",
"mcts_branches": 884,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.256,
"latency_ms": 495,
"node_provider": "CloudTrail",
"noise_level_db": 25
},
"timestamp": "2026-04-13T23:20:46Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
"noise_penalty": 0.14,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.74,
"total_execution_ms": 6708
} | {
"fitness_score_update": 0.41,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1156261",
"timestamp": "2026-04-14T19:11:01Z",
"trace_id": "9d9acf6a-44f6-41fc-ad67-50886d701ec8",
"weighted_score": 56.45
} | {
"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": 0.958,
"engine": "nemesis_planner",
"mcts_branches": 471,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.283,
"latency_ms": 343,
"node_provider": "Azure_Sentinel",
"noise_level_db": 75
},
"timestamp": "2026-04-14T19:11:01Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
"noise_penalty": 0.2,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.82,
"total_execution_ms": 2394
} | {
"fitness_score_update": -0.07,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1427371",
"timestamp": "2026-04-17T22:29:31Z",
"trace_id": "ec9fbc86-3923-4cbf-a2db-ea67ba9875e9",
"weighted_score": 50.71
} | {
"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": 0.713,
"engine": "nemesis_planner",
"mcts_branches": 115,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.432,
"latency_ms": 361,
"node_provider": "CloudTrail",
"noise_level_db": 12
},
"timestamp": "2026-04-17T22:29:31Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"com... | {
"noise_penalty": 0.44,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.78,
"total_execution_ms": 3821
} | {
"fitness_score_update": 0.07,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0588650",
"timestamp": "2026-04-08T05:30:50Z",
"trace_id": "70c3085d-29e9-45ce-976d-e4ed2a1b7866",
"weighted_score": 38.7
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.733,
"engine": "nemesis_planner",
"mcts_branches": 258,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.172,
"latency_ms": 24,
"node_provider": "CrowdStrike",
"noise_level_db": 79
},
"timestamp": "2026-04-08T05:30:50Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compon... | {
"noise_penalty": 0.33,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.46,
"total_execution_ms": 5425
} | {
"fitness_score_update": 0.45,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1245968",
"timestamp": "2026-04-15T20:06:08Z",
"trace_id": "e2e9eba1-8665-4c4c-b5e8-0ff0bbe80595",
"weighted_score": 45.77
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.832,
"engine": "nemesis_planner",
"mcts_branches": 986,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.773,
"latency_ms": 272,
"node_provider": "Local_Syslog",
"noise_level_db": 31
},
"timestamp": "2026-04-15T20:06:08Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.4,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.61,
"total_execution_ms": 5594
} | {
"fitness_score_update": -0.01,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0411613",
"timestamp": "2026-04-06T04:20:13Z",
"trace_id": "673da3fb-f2cd-44d7-b0a9-fcd8ec3a11ca",
"weighted_score": 86.59
} | {
"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": 0.858,
"engine": "nemesis_planner",
"mcts_branches": 427,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.764,
"latency_ms": 237,
"node_provider": "CloudTrail",
"noise_level_db": 77
},
"timestamp": "2026-04-06T04:20:13Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
"noise_penalty": 0.31,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.52,
"total_execution_ms": 5946
} | {
"fitness_score_update": 0.17,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0962948",
"timestamp": "2026-04-12T13:29:08Z",
"trace_id": "6a3db63c-bd89-41cd-a3b1-8cc289d928e1",
"weighted_score": 69.31
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.772,
"engine": "nemesis_planner",
"mcts_branches": 350,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.485,
"latency_ms": 338,
"node_provider": "Azure_Sentinel",
"noise_level_db": 21
},
"timestamp": "2026-04-12T13:29:08Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compon... | {
"noise_penalty": 0.46,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.52,
"total_execution_ms": 8604
} | {
"fitness_score_update": 0.46,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2388248",
"timestamp": "2026-04-29T01:24:08Z",
"trace_id": "41eada22-948b-4298-bc96-8ce0b5d2431d",
"weighted_score": 95.76
} | {
"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": 0.816,
"engine": "nemesis_planner",
"mcts_branches": 482,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.545,
"latency_ms": 495,
"node_provider": "Azure_Sentinel",
"noise_level_db": 55
},
"timestamp": "2026-04-29T01:24:08Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"c... | {
"noise_penalty": 0.16,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.52,
"total_execution_ms": 4221
} | {
"fitness_score_update": -0.04,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0070315",
"timestamp": "2026-04-02T05:31:55Z",
"trace_id": "74793bf9-ca8e-4ad7-9a92-a9e35683545d",
"weighted_score": 51.42
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.897,
"engine": "nemesis_planner",
"mcts_branches": 808,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.425,
"latency_ms": 425,
"node_provider": "Local_Syslog",
"noise_level_db": 54
},
"timestamp": "2026-04-02T05:31:55Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.15,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 1,
"total_execution_ms": 6360
} | {
"fitness_score_update": 0.21,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0333831",
"timestamp": "2026-04-05T06:43:51Z",
"trace_id": "75f3dc95-8653-4d93-ac4e-58f3409f0643",
"weighted_score": 14.83
} | {
"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": 0.984,
"engine": "nemesis_planner",
"mcts_branches": 981,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.286,
"latency_ms": 76,
"node_provider": "Local_Syslog",
"noise_level_db": 11
},
"timestamp": "2026-04-05T06:43:51Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
"noise_penalty": 0.39,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.71,
"total_execution_ms": 4508
} | {
"fitness_score_update": 0.27,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1026134",
"timestamp": "2026-04-13T07:02:14Z",
"trace_id": "5b45c2d9-daec-4db1-ab40-e3e13e07faee",
"weighted_score": 83.59
} | {
"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": 0.801,
"engine": "nemesis_planner",
"mcts_branches": 527,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.457,
"latency_ms": 134,
"node_provider": "CloudTrail",
"noise_level_db": 20
},
"timestamp": "2026-04-13T07:02:14Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"com... | {
"noise_penalty": 0.48,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.77,
"total_execution_ms": 7192
} | {
"fitness_score_update": -0.05,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1490936",
"timestamp": "2026-04-18T16:08:56Z",
"trace_id": "44d5758f-18b8-4d60-aa93-6ef17fc9cfe4",
"weighted_score": 54.95
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.94,
"engine": "nemesis_planner",
"mcts_branches": 400,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "Azure_Sentinel",
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},
"timestamp": "2026-04-18T16:08:56Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
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} | {
"fitness_score_update": -0.04,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1265404",
"timestamp": "2026-04-16T01:30:04Z",
"trace_id": "470b8695-2d9c-491e-964e-28259cef5a6c",
"weighted_score": 78.9
} | {
"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": 231,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "CloudTrail",
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},
"timestamp": "2026-04-16T01:30:04Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component":... | {
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"total_execution_ms": 7970
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1600534",
"timestamp": "2026-04-19T22:35:34Z",
"trace_id": "f218c755-54e3-47d3-be25-aa5f057ba6c8",
"weighted_score": 25.51
} | {
"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"
} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-19T22:35:34Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"success_rate": 0.86,
"total_execution_ms": 4759
} | {
"fitness_score_update": 0.19,
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1761302",
"timestamp": "2026-04-21T19:15:02Z",
"trace_id": "9955f076-828d-455b-a930-ca662e0c05d9",
"weighted_score": 57.07
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-21T19:15:02Z"
},
{
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} | {
"fitness_score_update": 0.32,
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1232851",
"timestamp": "2026-04-15T16:27:31Z",
"trace_id": "776c2c18-f4b4-40d3-bb71-cfa8bba17e27",
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} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
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},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 2091
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2345573",
"timestamp": "2026-04-28T13:32:53Z",
"trace_id": "cdf57cf1-7d24-4d88-8c1e-6911282a60d7",
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} | {
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"chain": "us-east-1",
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"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.804,
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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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"total_execution_ms": 9480
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2366891",
"timestamp": "2026-04-28T19:28:11Z",
"trace_id": "4b752012-fd87-48e9-81d2-09be2c8c3562",
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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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"mcts_branches": 319,
"winning_strategy": "Stealth_Escalation"
} | [
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},
"timestamp": "2026-04-28T19:28:11Z"
},
{
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2361280",
"timestamp": "2026-04-28T17:54:40Z",
"trace_id": "b92f76c1-8a38-4a3e-b0d6-ff5cd5bb52f9",
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} | {
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"chain": "us-east-1",
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"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.805,
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-28T17:54:40Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0424716",
"timestamp": "2026-04-06T07:58:36Z",
"trace_id": "02e10aa0-bb4b-46a9-bed7-3a755256e24d",
"weighted_score": 69.6
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
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"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-06T07:58:36Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 8081
} | {
"fitness_score_update": 0.13,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0824185",
"timestamp": "2026-04-10T22:56:25Z",
"trace_id": "d4430723-1ccf-4632-816c-8f1c3e379353",
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} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
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"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-10T22:56:25Z"
},
{
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"total_execution_ms": 3472
} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0551697",
"timestamp": "2026-04-07T19:14:57Z",
"trace_id": "53127599-19e0-42fb-9340-5dee4cfc0e35",
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} | {
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"trigger": "unusual_ingress_traffic"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-07T19:14:57Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 2076
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2459001",
"timestamp": "2026-04-29T21:03:21Z",
"trace_id": "9f2af774-1912-44a8-85f2-c31d8aa6a4eb",
"weighted_score": 70.08
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-29T21:03:21Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 8508
} | {
"fitness_score_update": 0.12,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2099411",
"timestamp": "2026-04-25T17:10:11Z",
"trace_id": "3bb53ad8-7c7c-4e2c-9160-a7f06fcb9a5a",
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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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"mcts_branches": 926,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-25T17:10:11Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 5280
} | {
"fitness_score_update": 0.43,
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1801251",
"timestamp": "2026-04-22T06:20:51Z",
"trace_id": "1077d55c-7c30-448e-a78c-d21bf133aefd",
"weighted_score": 65.04
} | {
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"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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"mcts_branches": 340,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-22T06:20:51Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 4362
} | {
"fitness_score_update": 0.36,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0357463",
"timestamp": "2026-04-05T13:17:43Z",
"trace_id": "88d11f62-f33d-48e0-a761-ee21708d53de",
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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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},
"timestamp": "2026-04-05T13:17:43Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"... | {
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"total_execution_ms": 5908
} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
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"id": "NEMESIS-1128177",
"timestamp": "2026-04-14T11:22:57Z",
"trace_id": "91e343d0-adbd-4588-a068-eb3b684e1d17",
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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"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-14T11:22:57Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"total_execution_ms": 3235
} | {
"fitness_score_update": 0.03,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0700296",
"timestamp": "2026-04-09T12:31:36Z",
"trace_id": "81c2a396-b38a-4fc9-8151-ab6bbd69fa33",
"weighted_score": 82.59
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-09T12:31:36Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
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} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1812418",
"timestamp": "2026-04-22T09:26:58Z",
"trace_id": "209c68e2-0632-4157-968d-17e32f8d32f3",
"weighted_score": 53.85
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
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"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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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1096293",
"timestamp": "2026-04-14T02:31:33Z",
"trace_id": "8295a52f-e800-47c5-9e30-c433cdb89c0d",
"weighted_score": 73.54
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 406,
"winning_strategy": "Stealth_Escalation"
} | [
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},
"timestamp": "2026-04-14T02:31:33Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2095036",
"timestamp": "2026-04-25T15:57:16Z",
"trace_id": "3543822d-b522-4dfd-9119-02a94401594b",
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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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"engine": "nemesis_planner",
"mcts_branches": 407,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-25T15:57:16Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
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} | {
"fitness_score_update": 0.28,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1554789",
"timestamp": "2026-04-19T09:53:09Z",
"trace_id": "b2389ab2-2aad-4301-8b5a-a4945bc2cf22",
"weighted_score": 76.38
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-19T09:53:09Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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} | {
"fitness_score_update": 0.16,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2084093",
"timestamp": "2026-04-25T12:54:53Z",
"trace_id": "2bce90ba-2568-484b-8c51-d786aad892cf",
"weighted_score": 51.46
} | {
"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": 0.706,
"engine": "nemesis_planner",
"mcts_branches": 197,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
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},
{
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0402998",
"timestamp": "2026-04-06T01:56:38Z",
"trace_id": "09387662-1a9e-49ed-bd0a-aecad3514ecd",
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} | {
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"chain": "ubuntu-22.04",
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"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-06T01:56:38Z"
},
{
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"total_execution_ms": 2265
} | {
"fitness_score_update": 0.15,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1070787",
"timestamp": "2026-04-13T19:26:27Z",
"trace_id": "517e1907-e6f0-4f68-a395-148205b71007",
"weighted_score": 69.86
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
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"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-13T19:26:27Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 1862
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2249231",
"timestamp": "2026-04-27T10:47:11Z",
"trace_id": "f8beba90-a470-4ff0-b0f9-f960a0221c73",
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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"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-27T10:47:11Z"
},
{
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"total_execution_ms": 8537
} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1615354",
"timestamp": "2026-04-20T02:42:34Z",
"trace_id": "86a368ef-2d46-463d-b0b6-5dd7dd6bd7fe",
"weighted_score": 65.48
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-20T02:42:34Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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"total_execution_ms": 6470
} | {
"fitness_score_update": 0.24,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0970017",
"timestamp": "2026-04-12T15:26:57Z",
"trace_id": "33c5d43f-75f0-4b42-b172-e358242b6fff",
"weighted_score": 40.24
} | {
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"chain": "ubuntu-22.04",
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"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"mcts_branches": 744,
"winning_strategy": "Stealth_Escalation"
} | [
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},
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},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 5603
} | {
"fitness_score_update": 0.27,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0210367",
"timestamp": "2026-04-03T20:26:07Z",
"trace_id": "d1ed0c60-1d80-4c9b-be58-96b8aecf991d",
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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": "2026-04-03T20:26:07Z"
},
{
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"total_execution_ms": 7413
} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2355164",
"timestamp": "2026-04-28T16:12:44Z",
"trace_id": "4fff6607-6964-4154-b2ee-dba84700cdd9",
"weighted_score": 77.69
} | {
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"chain": "us-east-1",
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"protocol": "AWS-Cloud",
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} | {
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"engine": "nemesis_planner",
"mcts_branches": 382,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-28T16:12:44Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 9793
} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2300315",
"timestamp": "2026-04-28T00:58:35Z",
"trace_id": "a2511030-57b4-4e99-9173-b782b4743696",
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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": "2026-04-28T00:58:35Z"
},
{
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"total_execution_ms": 3502
} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1597555",
"timestamp": "2026-04-19T21:45:55Z",
"trace_id": "85b20129-618b-4aeb-915a-e73efc650bf6",
"weighted_score": 14.31
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 404,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-19T21:45:55Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"success_rate": 0.83,
"total_execution_ms": 3460
} | {
"fitness_score_update": 0.23,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1619125",
"timestamp": "2026-04-20T03:45:25Z",
"trace_id": "87e9b0c1-3fe6-4c8b-be44-173ab8261960",
"weighted_score": 21.55
} | {
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"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"mcts_branches": 198,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-20T03:45:25Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"co... | {
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"total_execution_ms": 8991
} | {
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"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1556630",
"timestamp": "2026-04-19T10:23:50Z",
"trace_id": "2d60b28b-15cb-46dc-81e6-6fe8a95b419d",
"weighted_score": 64.87
} | {
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"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 147,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-19T10:23:50Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
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"total_execution_ms": 8348
} | {
"fitness_score_update": -0.07,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0090278",
"timestamp": "2026-04-02T11:04:38Z",
"trace_id": "e889d0d4-580c-4a91-8a25-0c49238b8d17",
"weighted_score": 97.49
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-02T11:04:38Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 7586
} | {
"fitness_score_update": 0.43,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1358527",
"timestamp": "2026-04-17T03:22:07Z",
"trace_id": "4a28274d-e10a-4183-9ef5-2adc4f5e4717",
"weighted_score": 93.57
} | {
"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": 0.921,
"engine": "nemesis_planner",
"mcts_branches": 515,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-17T03:22:07Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 2662
} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0339891",
"timestamp": "2026-04-05T08:24:51Z",
"trace_id": "36a1b0ac-a80c-4b3e-bbe0-63ed7f642c8b",
"weighted_score": 15.21
} | {
"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": 0.759,
"engine": "nemesis_planner",
"mcts_branches": 613,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-05T08:24:51Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"... | {
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"success_rate": 0.53,
"total_execution_ms": 5821
} | {
"fitness_score_update": 0.13,
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2428851",
"timestamp": "2026-04-29T12:40:51Z",
"trace_id": "7c1726f0-d85a-4d2c-bab3-0c10d17f1cb8",
"weighted_score": 33.89
} | {
"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": 0.742,
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-29T12:40:51Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 9159
} | {
"fitness_score_update": 0.29,
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2476215",
"timestamp": "2026-04-30T01:50:15Z",
"trace_id": "30f95ee0-3ddf-448d-b5d9-0e0072b8c239",
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} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-30T01:50:15Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"c... | {
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"total_execution_ms": 2773
} | {
"fitness_score_update": 0.01,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1552668",
"timestamp": "2026-04-19T09:17:48Z",
"trace_id": "ed1ba204-49ed-4369-afed-cb9023837ea0",
"weighted_score": 64.95
} | {
"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": 0.881,
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-19T09:17:48Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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"success_rate": 0.68,
"total_execution_ms": 7629
} | {
"fitness_score_update": -0.08,
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1035915",
"timestamp": "2026-04-13T09:45:15Z",
"trace_id": "fa41ae76-3e3d-429d-86fe-89e55dab37ca",
"weighted_score": 52.76
} | {
"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": 0.871,
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"mcts_branches": 594,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-13T09:45:15Z"
},
{
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"total_execution_ms": 8514
} | {
"fitness_score_update": 0.08,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1783894",
"timestamp": "2026-04-22T01:31:34Z",
"trace_id": "44226c34-6cf0-4520-8713-6ecdf0c413ea",
"weighted_score": 67.48
} | {
"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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} | {
"confidence_score": 0.917,
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-22T01:31:34Z"
},
{
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} | {
"fitness_score_update": 0.11,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1611672",
"timestamp": "2026-04-20T01:41:12Z",
"trace_id": "5b57bfa1-30e1-490d-bda1-a8ae979fb2c6",
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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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"total_execution_ms": 8278
} | {
"fitness_score_update": -0.01,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1113140",
"timestamp": "2026-04-14T07:12:20Z",
"trace_id": "4c05b166-bca3-48a9-8bb7-c15cdc33e2fd",
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} | {
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"chain": "prod-cluster-01",
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"protocol": "Kubernetes",
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} | {
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} | [
{
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},
"timestamp": "2026-04-14T07:12:20Z"
},
{
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} | {
"fitness_score_update": 0.14,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2394304",
"timestamp": "2026-04-29T03:05:04Z",
"trace_id": "edb7cbdb-03bd-4de5-99c3-f591e9144b99",
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} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
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},
{
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"total_execution_ms": 2115
} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0792668",
"timestamp": "2026-04-10T14:11:08Z",
"trace_id": "be9db03a-a0fd-4030-a241-ab272c58cd58",
"weighted_score": 93.85
} | {
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"protocol": "Kubernetes",
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
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},
"timestamp": "2026-04-10T14:11:08Z"
},
{
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0067576",
"timestamp": "2026-04-02T04:46:16Z",
"trace_id": "8eb8bad2-5375-438c-b450-26b3d477f124",
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} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
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},
"timestamp": "2026-04-02T04:46:16Z"
},
{
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"total_execution_ms": 8338
} | {
"fitness_score_update": 0.49,
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1694489",
"timestamp": "2026-04-21T00:41:29Z",
"trace_id": "2c88b86a-9e39-4bf6-a7e0-83793e478551",
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} | {
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"chain": "prod-cluster-01",
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"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
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},
"timestamp": "2026-04-21T00:41:29Z"
},
{
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"total_execution_ms": 6498
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1507386",
"timestamp": "2026-04-18T20:43:06Z",
"trace_id": "512aaa24-c6e2-4944-911c-0efccbea7323",
"weighted_score": 82.86
} | {
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"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.751,
"engine": "nemesis_planner",
"mcts_branches": 434,
"winning_strategy": "Stealth_Escalation"
} | [
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},
"timestamp": "2026-04-18T20:43:06Z"
},
{
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"component"... | {
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"total_execution_ms": 1157
} | {
"fitness_score_update": 0.3,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0033353",
"timestamp": "2026-04-01T19:15:53Z",
"trace_id": "5bc884ba-21f3-4417-9112-edf656dbc2a9",
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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": "2026-04-01T19:15:53Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 8878
} | {
"fitness_score_update": 0.18,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0065070",
"timestamp": "2026-04-02T04:04:30Z",
"trace_id": "6732a7df-ea36-43d2-a600-3286fa5dc4c9",
"weighted_score": 42.39
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
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"protocol": "Kubernetes",
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} | {
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} | [
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},
"timestamp": "2026-04-02T04:04:30Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 6611
} | {
"fitness_score_update": 0.23,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0520559",
"timestamp": "2026-04-07T10:35:59Z",
"trace_id": "d9087518-94d5-4c4d-8f0b-e6e39eaee14c",
"weighted_score": 63.94
} | {
"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": "2026-04-07T10:35:59Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"success_rate": 1,
"total_execution_ms": 7488
} | {
"fitness_score_update": 0.47,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0674836",
"timestamp": "2026-04-09T05:27:16Z",
"trace_id": "82c4d788-1170-4c1e-9842-54448eabdef7",
"weighted_score": 45.37
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.881,
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"mcts_branches": 508,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-09T05:27:16Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.86,
"total_execution_ms": 3760
} | {
"fitness_score_update": 0.12,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2087804",
"timestamp": "2026-04-25T13:56:44Z",
"trace_id": "b377d05f-00a9-42b6-b137-16b9b20ab858",
"weighted_score": 66.45
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.967,
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-25T13:56:44Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 1347
} | {
"fitness_score_update": 0.24,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1102158",
"timestamp": "2026-04-14T04:09:18Z",
"trace_id": "ddd7d0ea-0c29-443e-9aeb-47c742f37dcf",
"weighted_score": 26.79
} | {
"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"
} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-14T04:09:18Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 9020
} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1373420",
"timestamp": "2026-04-17T07:30:20Z",
"trace_id": "753f445e-7fca-444e-b167-2d6d416a3ade",
"weighted_score": 71.09
} | {
"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": 0.874,
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-17T07:30:20Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 1373
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1734594",
"timestamp": "2026-04-21T11:49:54Z",
"trace_id": "ba79b118-2ef7-4a3a-a1c3-79f452935093",
"weighted_score": 16.51
} | {
"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": 0.791,
"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-21T11:49:54Z"
},
{
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2485208",
"timestamp": "2026-04-30T04:20:08Z",
"trace_id": "c193ea94-6327-4582-8d57-fdb6fd9b58ad",
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} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-30T04:20:08Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 9004
} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0773723",
"timestamp": "2026-04-10T08:55:23Z",
"trace_id": "7b1e9724-fe54-44f7-a267-833951f29d75",
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} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
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"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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} | [
{
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},
"timestamp": "2026-04-10T08:55:23Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 3879
} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1139016",
"timestamp": "2026-04-14T14:23:36Z",
"trace_id": "933b0672-1da7-4384-80f4-421ddc3e2bda",
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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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} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-14T14:23:36Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0107911",
"timestamp": "2026-04-02T15:58:31Z",
"trace_id": "e4683690-6cd9-4240-9339-f417443ab94e",
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} | {
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} | {
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} | [
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},
"timestamp": "2026-04-02T15:58:31Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
... | {
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"total_execution_ms": 5854
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0357743",
"timestamp": "2026-04-05T13:22:23Z",
"trace_id": "2b65f0a4-3de1-4950-81e0-fd75be3c7acd",
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} | {
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} | {
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} | [
{
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},
"timestamp": "2026-04-05T13:22:23Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 4211
} | {
"fitness_score_update": 0.4,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1353954",
"timestamp": "2026-04-17T02:05:54Z",
"trace_id": "e0812443-17e9-4005-8d35-ee8410d1afc3",
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} | {
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"protocol": "Kubernetes",
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} | {
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} | [
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},
"timestamp": "2026-04-17T02:05:54Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 5754
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0788784",
"timestamp": "2026-04-10T13:06:24Z",
"trace_id": "9385e43d-5a2b-403a-b5e1-7a864dd0e63d",
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} | {
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} | {
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} | [
{
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},
"timestamp": "2026-04-10T13:06:24Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0738386",
"timestamp": "2026-04-09T23:06:26Z",
"trace_id": "466f7b7a-400b-43ed-96ed-39bfed5e13c7",
"weighted_score": 78.22
} | {
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"protocol": "AWS-Cloud",
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-09T23:06:26Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 1851
} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0740676",
"timestamp": "2026-04-09T23:44:36Z",
"trace_id": "6e65c4d2-a04d-4a12-9c5a-a5276560b21f",
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} | {
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"chain": "us-east-1",
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"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.819,
"engine": "nemesis_planner",
"mcts_branches": 636,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-09T23:44:36Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 3039
} | {
"fitness_score_update": 0.3,
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0968129",
"timestamp": "2026-04-12T14:55:29Z",
"trace_id": "f322dcd9-c6f4-4ae8-8ac0-7a57eae79551",
"weighted_score": 66.47
} | {
"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"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-12T14:55:29Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 5278
} | {
"fitness_score_update": 0.06,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
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"id": "NEMESIS-0842969",
"timestamp": "2026-04-11T04:09:29Z",
"trace_id": "71a038e1-b47a-43a6-8aa1-f7bdd75ac181",
"weighted_score": 46.57
} | {
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"trigger": "k8s_pod_escape"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-11T04:09:29Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 4457
} | {
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"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0526349",
"timestamp": "2026-04-07T12:12:29Z",
"trace_id": "721db12b-3d78-4032-bf1e-11a5ac649de8",
"weighted_score": 37.11
} | {
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-07T12:12:29Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"comp... | {
"noise_penalty": 0.21,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.84,
"total_execution_ms": 5231
} | {
"fitness_score_update": 0.34,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0806672",
"timestamp": "2026-04-10T18:04:32Z",
"trace_id": "05978c23-9baa-4e3f-baa1-19256c8a5c7d",
"weighted_score": 96.99
} | {
"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": 0.96,
"engine": "nemesis_planner",
"mcts_branches": 859,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.368,
"latency_ms": 398,
"node_provider": "CrowdStrike",
"noise_level_db": 64
},
"timestamp": "2026-04-10T18:04:32Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compon... | {
"noise_penalty": 0.01,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.98,
"total_execution_ms": 3263
} | {
"fitness_score_update": 0.41,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2469303",
"timestamp": "2026-04-29T23:55:03Z",
"trace_id": "73e28d8e-1a3c-4c22-ba3c-44f52ffc0f1c",
"weighted_score": 58.57
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.971,
"engine": "nemesis_planner",
"mcts_branches": 761,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.603,
"latency_ms": 329,
"node_provider": "CrowdStrike",
"noise_level_db": 54
},
"timestamp": "2026-04-29T23:55:03Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"com... | {
"noise_penalty": 0.26,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.9,
"total_execution_ms": 3647
} | {
"fitness_score_update": 0.26,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2400310",
"timestamp": "2026-04-29T04:45:10Z",
"trace_id": "4fa6a1ce-584f-4f2d-bc22-cd11c32970e4",
"weighted_score": 46.56
} | {
"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": 0.815,
"engine": "nemesis_planner",
"mcts_branches": 637,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.446,
"latency_ms": 382,
"node_provider": "Azure_Sentinel",
"noise_level_db": 46
},
"timestamp": "2026-04-29T04:45:10Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.47,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.91,
"total_execution_ms": 5097
} | {
"fitness_score_update": 0.19,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2450694",
"timestamp": "2026-04-29T18:44:54Z",
"trace_id": "bc2a7e55-714c-4493-9569-7422837349f4",
"weighted_score": 49.3
} | {
"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": 448,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.892,
"latency_ms": 158,
"node_provider": "Local_Syslog",
"noise_level_db": 36
},
"timestamp": "2026-04-29T18:44:54Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.43,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.87,
"total_execution_ms": 1078
} | {
"fitness_score_update": 0.25,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1382186",
"timestamp": "2026-04-17T09:56:26Z",
"trace_id": "db34d927-fa06-4984-aa89-bf796cc02e57",
"weighted_score": 19.67
} | {
"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": 0.758,
"engine": "nemesis_planner",
"mcts_branches": 817,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.127,
"latency_ms": 238,
"node_provider": "Local_Syslog",
"noise_level_db": 65
},
"timestamp": "2026-04-17T09:56:26Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"comp... | {
"noise_penalty": 0.05,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.94,
"total_execution_ms": 8276
} | {
"fitness_score_update": -0.04,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1885092",
"timestamp": "2026-04-23T05:38:12Z",
"trace_id": "264bbd81-f1cb-4bf5-81fd-870bf0b9503c",
"weighted_score": 47.83
} | {
"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": 0.819,
"engine": "nemesis_planner",
"mcts_branches": 628,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.418,
"latency_ms": 485,
"node_provider": "CrowdStrike",
"noise_level_db": 35
},
"timestamp": "2026-04-23T05:38:12Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
"noise_penalty": 0.17,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.48,
"total_execution_ms": 6941
} | {
"fitness_score_update": -0.03,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1662044",
"timestamp": "2026-04-20T15:40:44Z",
"trace_id": "32aa6e8e-3851-4950-8e29-f4b6758bb95d",
"weighted_score": 78.46
} | {
"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": 0.816,
"engine": "nemesis_planner",
"mcts_branches": 429,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.368,
"latency_ms": 405,
"node_provider": "CrowdStrike",
"noise_level_db": 19
},
"timestamp": "2026-04-20T15:40:44Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
"noise_penalty": 0,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.79,
"total_execution_ms": 2810
} | {
"fitness_score_update": 0.45,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0985303",
"timestamp": "2026-04-12T19:41:43Z",
"trace_id": "87cf1048-d317-4439-8ca4-0dd4260089ff",
"weighted_score": 14.13
} | {
"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": 0.846,
"engine": "nemesis_planner",
"mcts_branches": 537,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.422,
"latency_ms": 251,
"node_provider": "Local_Syslog",
"noise_level_db": 68
},
"timestamp": "2026-04-12T19:41:43Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compon... | {
"noise_penalty": 0.1,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.4,
"total_execution_ms": 1367
} | {
"fitness_score_update": -0.07,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1007811",
"timestamp": "2026-04-13T01:56:51Z",
"trace_id": "6956044c-d98f-491e-8c03-807134700605",
"weighted_score": 67.82
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.87,
"engine": "nemesis_planner",
"mcts_branches": 802,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.788,
"latency_ms": 43,
"node_provider": "CloudTrail",
"noise_level_db": 60
},
"timestamp": "2026-04-13T01:56:51Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "NE... | {
"noise_penalty": 0.09,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.69,
"total_execution_ms": 7116
} | {
"fitness_score_update": -0.07,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0184010",
"timestamp": "2026-04-03T13:06:50Z",
"trace_id": "73dbf342-0c05-40c0-8bed-48bd443ff6f8",
"weighted_score": 98.02
} | {
"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"
} | {
"confidence_score": 0.775,
"engine": "nemesis_planner",
"mcts_branches": 283,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.509,
"latency_ms": 12,
"node_provider": "Local_Syslog",
"noise_level_db": 27
},
"timestamp": "2026-04-03T13:06:50Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compone... | {
"noise_penalty": 0.18,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.67,
"total_execution_ms": 3853
} | {
"fitness_score_update": 0.27,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0761080",
"timestamp": "2026-04-10T05:24:40Z",
"trace_id": "c72e947b-44e6-4d1a-94c3-2c55875b6a7c",
"weighted_score": 10.94
} | {
"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": 0.965,
"engine": "nemesis_planner",
"mcts_branches": 978,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.226,
"latency_ms": 453,
"node_provider": "CrowdStrike",
"noise_level_db": 73
},
"timestamp": "2026-04-10T05:24:40Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
"noise_penalty": 0.34,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.67,
"total_execution_ms": 1789
} | {
"fitness_score_update": 0.13,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1234998",
"timestamp": "2026-04-15T17:03:18Z",
"trace_id": "c843b210-0c82-4a6b-aa14-b004b74adb0b",
"weighted_score": 41.28
} | {
"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": 0.703,
"engine": "nemesis_planner",
"mcts_branches": 746,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.585,
"latency_ms": 281,
"node_provider": "CrowdStrike",
"noise_level_db": 45
},
"timestamp": "2026-04-15T17:03:18Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
"noise_penalty": 0.38,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.8,
"total_execution_ms": 7525
} | {
"fitness_score_update": -0.04,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2361367",
"timestamp": "2026-04-28T17:56:07Z",
"trace_id": "2017af45-ef1e-49c2-a3af-8115bd470753",
"weighted_score": 48.61
} | {
"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": 160,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.467,
"latency_ms": 154,
"node_provider": "CrowdStrike",
"noise_level_db": 14
},
"timestamp": "2026-04-28T17:56:07Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"comp... | {
"noise_penalty": 0.03,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.68,
"total_execution_ms": 1998
} | {
"fitness_score_update": 0.01,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2078232",
"timestamp": "2026-04-25T11:17:12Z",
"trace_id": "b9c5e015-b16a-4829-bd10-0bf125cf45cf",
"weighted_score": 37.73
} | {
"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": 0.833,
"engine": "nemesis_planner",
"mcts_branches": 678,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.817,
"latency_ms": 308,
"node_provider": "Local_Syslog",
"noise_level_db": 75
},
"timestamp": "2026-04-25T11:17:12Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.06,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.93,
"total_execution_ms": 8430
} | {
"fitness_score_update": 0.09,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0216822",
"timestamp": "2026-04-03T22:13:42Z",
"trace_id": "4122c0c3-68a5-4bf7-adb6-785c23d3960c",
"weighted_score": 64.92
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.872,
"engine": "nemesis_planner",
"mcts_branches": 583,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.443,
"latency_ms": 312,
"node_provider": "CrowdStrike",
"noise_level_db": 26
},
"timestamp": "2026-04-03T22:13:42Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"co... | {
"noise_penalty": 0.28,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.46,
"total_execution_ms": 6522
} | {
"fitness_score_update": 0.32,
"parameter_drift": "none"
} | impact_achieved |
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