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-0540262",
"timestamp": "2026-04-07T16:04:22Z",
"trace_id": "5bcdedb7-db11-4a11-bef1-8299b3cdc8b7",
"weighted_score": 37.6
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.878,
"engine": "nemesis_planner",
"mcts_branches": 736,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.544,
"latency_ms": 364,
"node_provider": "Azure_Sentinel",
"noise_level_db": 55
},
"timestamp": "2026-04-07T16:04:22Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"... | {
"noise_penalty": 0.13,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.52,
"total_execution_ms": 1858
} | {
"fitness_score_update": 0.37,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2275971",
"timestamp": "2026-04-27T18:12:51Z",
"trace_id": "91929c1c-86c3-4514-8928-08c799f06dbd",
"weighted_score": 63.42
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.906,
"engine": "nemesis_planner",
"mcts_branches": 899,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.896,
"latency_ms": 419,
"node_provider": "CrowdStrike",
"noise_level_db": 40
},
"timestamp": "2026-04-27T18:12:51Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component":... | {
"noise_penalty": 0.24,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.86,
"total_execution_ms": 1885
} | {
"fitness_score_update": 0.17,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0298591",
"timestamp": "2026-04-04T20:56:31Z",
"trace_id": "7c0c75a9-5fdf-4511-9b31-9f0ed57ca881",
"weighted_score": 89.45
} | {
"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": 0.872,
"engine": "nemesis_planner",
"mcts_branches": 499,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.611,
"latency_ms": 204,
"node_provider": "Local_Syslog",
"noise_level_db": 36
},
"timestamp": "2026-04-04T20:56:31Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"comp... | {
"noise_penalty": 0.15,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.63,
"total_execution_ms": 4819
} | {
"fitness_score_update": -0.06,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1948637",
"timestamp": "2026-04-23T23:17:17Z",
"trace_id": "98d109a5-ac6c-4b27-9642-8442cac8b00d",
"weighted_score": 68.95
} | {
"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": 0.713,
"engine": "nemesis_planner",
"mcts_branches": 482,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.57,
"latency_ms": 281,
"node_provider": "CloudTrail",
"noise_level_db": 57
},
"timestamp": "2026-04-23T23:17:17Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"componen... | {
"noise_penalty": 0.12,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.62,
"total_execution_ms": 2334
} | {
"fitness_score_update": 0.02,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1547950",
"timestamp": "2026-04-19T07:59:10Z",
"trace_id": "66cfe7e6-f9af-43ae-b72c-c0502c673fcb",
"weighted_score": 36.37
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.929,
"engine": "nemesis_planner",
"mcts_branches": 465,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.14,
"latency_ms": 90,
"node_provider": "CrowdStrike",
"noise_level_db": 64
},
"timestamp": "2026-04-19T07:59:10Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"c... | {
"noise_penalty": 0.19,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.52,
"total_execution_ms": 6513
} | {
"fitness_score_update": 0.27,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0106950",
"timestamp": "2026-04-02T15:42:30Z",
"trace_id": "1ffe80e9-0058-47b1-a9c2-10d49c2f8bd0",
"weighted_score": 65.18
} | {
"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": 0.785,
"engine": "nemesis_planner",
"mcts_branches": 324,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.911,
"latency_ms": 136,
"node_provider": "Local_Syslog",
"noise_level_db": 38
},
"timestamp": "2026-04-02T15:42:30Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.06,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.57,
"total_execution_ms": 9784
} | {
"fitness_score_update": 0.12,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2123316",
"timestamp": "2026-04-25T23:48:36Z",
"trace_id": "1b8fada6-ac77-4342-b2a7-6bfc4aa42e9f",
"weighted_score": 55.59
} | {
"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": 0.976,
"engine": "nemesis_planner",
"mcts_branches": 954,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.687,
"latency_ms": 444,
"node_provider": "Local_Syslog",
"noise_level_db": 61
},
"timestamp": "2026-04-25T23:48:36Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.28,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.72,
"total_execution_ms": 7852
} | {
"fitness_score_update": 0.3,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2395309",
"timestamp": "2026-04-29T03:21:49Z",
"trace_id": "275ee4b6-750c-4afd-99ad-dfa48c5628a9",
"weighted_score": 96.29
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.767,
"engine": "nemesis_planner",
"mcts_branches": 602,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.391,
"latency_ms": 204,
"node_provider": "Azure_Sentinel",
"noise_level_db": 18
},
"timestamp": "2026-04-29T03:21:49Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
"noise_penalty": 0.27,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.63,
"total_execution_ms": 8837
} | {
"fitness_score_update": 0.49,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1482154",
"timestamp": "2026-04-18T13:42:34Z",
"trace_id": "65037c93-2eeb-4a91-be02-735d9e1efb7b",
"weighted_score": 37.8
} | {
"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": 0.709,
"engine": "nemesis_planner",
"mcts_branches": 108,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.231,
"latency_ms": 66,
"node_provider": "CloudTrail",
"noise_level_db": 73
},
"timestamp": "2026-04-18T13:42:34Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"componen... | {
"noise_penalty": 0.18,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.55,
"total_execution_ms": 2911
} | {
"fitness_score_update": 0.2,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2484580",
"timestamp": "2026-04-30T04:09:40Z",
"trace_id": "1aa5ad5f-fa70-4fe0-88ff-d6fc5d68daa7",
"weighted_score": 33.84
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.826,
"engine": "nemesis_planner",
"mcts_branches": 298,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.176,
"latency_ms": 315,
"node_provider": "CloudTrail",
"noise_level_db": 28
},
"timestamp": "2026-04-30T04:09:40Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"com... | {
"noise_penalty": 0.28,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.43,
"total_execution_ms": 4868
} | {
"fitness_score_update": 0.21,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1201194",
"timestamp": "2026-04-15T07:39:54Z",
"trace_id": "025dcedf-1ef8-44ad-9f59-35aecc606399",
"weighted_score": 22.16
} | {
"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": 0.814,
"engine": "nemesis_planner",
"mcts_branches": 866,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.989,
"latency_ms": 224,
"node_provider": "Local_Syslog",
"noise_level_db": 42
},
"timestamp": "2026-04-15T07:39:54Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compon... | {
"noise_penalty": 0.15,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.8,
"total_execution_ms": 1052
} | {
"fitness_score_update": 0.34,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2079722",
"timestamp": "2026-04-25T11:42:02Z",
"trace_id": "ba3f5d03-068a-49bc-8a10-5cc6d0453339",
"weighted_score": 94.86
} | {
"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": 0.926,
"engine": "nemesis_planner",
"mcts_branches": 423,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.846,
"latency_ms": 396,
"node_provider": "Azure_Sentinel",
"noise_level_db": 35
},
"timestamp": "2026-04-25T11:42:02Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.16,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.76,
"total_execution_ms": 7271
} | {
"fitness_score_update": 0.35,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0008949",
"timestamp": "2026-04-01T12:29:09Z",
"trace_id": "49010584-a685-4adc-a6bb-f0b280ddc3be",
"weighted_score": 39.7
} | {
"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": 0.95,
"engine": "nemesis_planner",
"mcts_branches": 437,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.916,
"latency_ms": 50,
"node_provider": "CrowdStrike",
"noise_level_db": 41
},
"timestamp": "2026-04-01T12:29:09Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.21,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.98,
"total_execution_ms": 4302
} | {
"fitness_score_update": 0.01,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1254128",
"timestamp": "2026-04-15T22:22:08Z",
"trace_id": "8b812e3f-593a-49fa-8164-9228a2ce0df7",
"weighted_score": 97.35
} | {
"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": 0.724,
"engine": "nemesis_planner",
"mcts_branches": 726,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.2,
"latency_ms": 500,
"node_provider": "Azure_Sentinel",
"noise_level_db": 79
},
"timestamp": "2026-04-15T22:22:08Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.18,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.44,
"total_execution_ms": 8700
} | {
"fitness_score_update": 0.31,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1807051",
"timestamp": "2026-04-22T07:57:31Z",
"trace_id": "c869858b-d275-4441-a346-6aea2b23939f",
"weighted_score": 96.24
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.949,
"engine": "nemesis_planner",
"mcts_branches": 797,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.406,
"latency_ms": 305,
"node_provider": "Local_Syslog",
"noise_level_db": 79
},
"timestamp": "2026-04-22T07:57:31Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.09,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.52,
"total_execution_ms": 2163
} | {
"fitness_score_update": 0.22,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0978514",
"timestamp": "2026-04-12T17:48:34Z",
"trace_id": "aeeabbc2-95a7-4bcb-8553-ebc085b88e1b",
"weighted_score": 33.15
} | {
"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": 0.737,
"engine": "nemesis_planner",
"mcts_branches": 615,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.65,
"latency_ms": 159,
"node_provider": "CloudTrail",
"noise_level_db": 64
},
"timestamp": "2026-04-12T17:48:34Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"componen... | {
"noise_penalty": 0.06,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.65,
"total_execution_ms": 4851
} | {
"fitness_score_update": 0.42,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1634692",
"timestamp": "2026-04-20T08:04:52Z",
"trace_id": "b4a3781f-dd40-4bed-b7a4-b97562c1cc5d",
"weighted_score": 67.89
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.956,
"engine": "nemesis_planner",
"mcts_branches": 938,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.806,
"latency_ms": 284,
"node_provider": "Local_Syslog",
"noise_level_db": 42
},
"timestamp": "2026-04-20T08:04:52Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"comp... | {
"noise_penalty": 0.24,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.6,
"total_execution_ms": 1271
} | {
"fitness_score_update": -0.03,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1635723",
"timestamp": "2026-04-20T08:22:03Z",
"trace_id": "80c88370-1bfd-48dc-b84b-bbff88a553e9",
"weighted_score": 94.76
} | {
"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": 0.904,
"engine": "nemesis_planner",
"mcts_branches": 894,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-20T08:22:03Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.81,
"total_execution_ms": 5334
} | {
"fitness_score_update": 0.4,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2373773",
"timestamp": "2026-04-28T21:22:53Z",
"trace_id": "a45c94b9-2327-45d3-8134-2774acfed22d",
"weighted_score": 64.89
} | {
"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": 0.721,
"engine": "nemesis_planner",
"mcts_branches": 166,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-28T21:22:53Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.57,
"total_execution_ms": 6861
} | {
"fitness_score_update": 0.42,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1191315",
"timestamp": "2026-04-15T04:55:15Z",
"trace_id": "2127843c-38f2-4407-8382-1c3e800adf30",
"weighted_score": 22.43
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.848,
"engine": "nemesis_planner",
"mcts_branches": 802,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-15T04:55:15Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.77,
"total_execution_ms": 4680
} | {
"fitness_score_update": 0.14,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1939271",
"timestamp": "2026-04-23T20:41:11Z",
"trace_id": "8804597d-6c92-4eb5-80c9-8dc3efff262a",
"weighted_score": 43.63
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.975,
"engine": "nemesis_planner",
"mcts_branches": 854,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "Azure_Sentinel",
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},
"timestamp": "2026-04-23T20:41:11Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.46,
"total_execution_ms": 3185
} | {
"fitness_score_update": 0.1,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2277825",
"timestamp": "2026-04-27T18:43:45Z",
"trace_id": "bced1496-2a96-4f2d-8ce4-425b40c8ef0e",
"weighted_score": 88.17
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.951,
"engine": "nemesis_planner",
"mcts_branches": 812,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "CloudTrail",
"noise_level_db": 76
},
"timestamp": "2026-04-27T18:43:45Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.98,
"total_execution_ms": 5747
} | {
"fitness_score_update": 0.16,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0744510",
"timestamp": "2026-04-10T00:48:30Z",
"trace_id": "bd847dd4-3724-4a89-9f87-49d2de199590",
"weighted_score": 65.34
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.829,
"engine": "nemesis_planner",
"mcts_branches": 850,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-10T00:48:30Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.86,
"total_execution_ms": 2246
} | {
"fitness_score_update": 0.27,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2402985",
"timestamp": "2026-04-29T05:29:45Z",
"trace_id": "d99ae9c3-e364-4510-8ce2-7470b794af80",
"weighted_score": 98.41
} | {
"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": 0.987,
"engine": "nemesis_planner",
"mcts_branches": 219,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-29T05:29:45Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.57,
"total_execution_ms": 3235
} | {
"fitness_score_update": 0.05,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0257668",
"timestamp": "2026-04-04T09:34:28Z",
"trace_id": "7933b8f7-c0ae-466d-9aeb-79bc4536c9d4",
"weighted_score": 80.3
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.821,
"engine": "nemesis_planner",
"mcts_branches": 893,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-04T09:34:28Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"c... | {
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"total_execution_ms": 2204
} | {
"fitness_score_update": 0.49,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0331330",
"timestamp": "2026-04-05T06:02:10Z",
"trace_id": "c460297d-e4f7-4998-a1ab-7d45ee68bf12",
"weighted_score": 22.73
} | {
"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": 0.868,
"engine": "nemesis_planner",
"mcts_branches": 240,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-05T06:02:10Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 1334
} | {
"fitness_score_update": 0.19,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1752896",
"timestamp": "2026-04-21T16:54:56Z",
"trace_id": "16ef34d7-c33d-4e6c-bc2c-eaa8c61d4e09",
"weighted_score": 56.44
} | {
"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": 0.915,
"engine": "nemesis_planner",
"mcts_branches": 147,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-21T16:54:56Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"success_rate": 0.55,
"total_execution_ms": 7604
} | {
"fitness_score_update": 0.03,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0849362",
"timestamp": "2026-04-11T05:56:02Z",
"trace_id": "e29a39da-8033-494a-9f2c-25643188f5a2",
"weighted_score": 70.36
} | {
"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": 0.804,
"engine": "nemesis_planner",
"mcts_branches": 225,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-11T05:56:02Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"success_rate": 0.68,
"total_execution_ms": 2162
} | {
"fitness_score_update": 0.2,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2143508",
"timestamp": "2026-04-26T05:25:08Z",
"trace_id": "f05eb1cf-1191-496f-84d8-fc8ba41de6b2",
"weighted_score": 94.93
} | {
"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": 0.989,
"engine": "nemesis_planner",
"mcts_branches": 538,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-26T05:25:08Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"c... | {
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"total_execution_ms": 4867
} | {
"fitness_score_update": 0.21,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0207677",
"timestamp": "2026-04-03T19:41:17Z",
"trace_id": "90b4728f-1ae2-473e-9802-1d2c50f5bd0e",
"weighted_score": 53.87
} | {
"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": 0.888,
"engine": "nemesis_planner",
"mcts_branches": 483,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-03T19:41:17Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 8118
} | {
"fitness_score_update": 0.23,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0322420",
"timestamp": "2026-04-05T03:33:40Z",
"trace_id": "dd069f7f-990b-4a02-89e0-243b00c53242",
"weighted_score": 54.49
} | {
"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"
} | {
"confidence_score": 0.819,
"engine": "nemesis_planner",
"mcts_branches": 912,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-05T03:33:40Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component":... | {
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"success_rate": 0.54,
"total_execution_ms": 3501
} | {
"fitness_score_update": 0.28,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2328315",
"timestamp": "2026-04-28T08:45:15Z",
"trace_id": "02310f5a-94a8-4632-a5fe-a756dd7f9b8c",
"weighted_score": 75.99
} | {
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"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.821,
"engine": "nemesis_planner",
"mcts_branches": 116,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-28T08:45:15Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"c... | {
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"success_rate": 0.91,
"total_execution_ms": 6684
} | {
"fitness_score_update": -0.07,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1363299",
"timestamp": "2026-04-17T04:41:39Z",
"trace_id": "a2b452bd-62e3-41aa-b4c0-c75ee629588a",
"weighted_score": 87.25
} | {
"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": 682,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "CloudTrail",
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},
"timestamp": "2026-04-17T04:41:39Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component": ... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.69,
"total_execution_ms": 7792
} | {
"fitness_score_update": 0.15,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1737655",
"timestamp": "2026-04-21T12:40:55Z",
"trace_id": "5e8ab38e-6020-4f90-a457-09bb7abb2d0b",
"weighted_score": 11.94
} | {
"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": 0.86,
"engine": "nemesis_planner",
"mcts_branches": 194,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-21T12:40:55Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"componen... | {
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"total_execution_ms": 6968
} | {
"fitness_score_update": -0.1,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0731203",
"timestamp": "2026-04-09T21:06:43Z",
"trace_id": "a35df155-d6f2-4d39-a526-6fd604a7f8a0",
"weighted_score": 15.29
} | {
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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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},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0550533",
"timestamp": "2026-04-07T18:55:33Z",
"trace_id": "8e1bb455-b23f-4ba1-9f32-3db6338a6228",
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} | {
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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"
} | [
{
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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",
"id": "NEMESIS-1524640",
"timestamp": "2026-04-19T01:30:40Z",
"trace_id": "47ea50df-c485-4d9f-bdaa-87876e67de3b",
"weighted_score": 29.73
} | {
"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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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-19T01:30:40Z"
},
{
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} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1931667",
"timestamp": "2026-04-23T18:34:27Z",
"trace_id": "7fb85da0-806c-4be5-9a90-df5848f763ef",
"weighted_score": 76.26
} | {
"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": 0.779,
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-23T18:34:27Z"
},
{
"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-0431685",
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"trace_id": "5df72f0b-ce82-4336-98a3-fd0c9d619fea",
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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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},
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},
{
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... | {
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1298814",
"timestamp": "2026-04-16T10:46:54Z",
"trace_id": "61927524-2aa3-4b88-b795-ee52b9746c8d",
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} | {
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"chain": "us-east-1",
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"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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} | [
{
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},
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},
{
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
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"timestamp": "2026-04-01T20:32:52Z",
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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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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0870494",
"timestamp": "2026-04-11T11:48:14Z",
"trace_id": "2e4c8035-249f-4bf8-b262-c120ff18439b",
"weighted_score": 98.04
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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} | [
{
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},
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},
{
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2499130",
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"trace_id": "9ca01727-afd3-4f26-947b-a3f5ed4e8486",
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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"
} | [
{
"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 | {
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"id": "NEMESIS-1063084",
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"trace_id": "b818b9ee-ea38-45c0-b3ef-694ae078df42",
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} | {
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"chain": "us-east-1",
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} | {
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} | [
{
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},
"timestamp": "2026-04-13T17:18:04Z"
},
{
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... | {
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1748240",
"timestamp": "2026-04-21T15:37:20Z",
"trace_id": "1be90340-fbda-4a40-9a45-f455865c2f58",
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} | {
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"trigger": "k8s_pod_escape"
} | {
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} | [
{
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},
"timestamp": "2026-04-21T15:37:20Z"
},
{
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"total_execution_ms": 3650
} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2333010",
"timestamp": "2026-04-28T10:03:30Z",
"trace_id": "9c514ad1-f3bc-4dc4-b7b4-0d1ad1ec3274",
"weighted_score": 92.98
} | {
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"chain": "us-east-1",
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"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.908,
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-28T10:03:30Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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} | {
"fitness_score_update": 0.11,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2087686",
"timestamp": "2026-04-25T13:54:46Z",
"trace_id": "990ccd7a-3b5a-4bb1-8543-3845e3454815",
"weighted_score": 58.47
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.777,
"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-25T13:54:46Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 9859
} | {
"fitness_score_update": 0.09,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1451548",
"timestamp": "2026-04-18T05:12:28Z",
"trace_id": "632fbbbf-0534-4a55-bd61-3f6d0460f496",
"weighted_score": 83.24
} | {
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"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.911,
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"mcts_branches": 195,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-18T05:12:28Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 3205
} | {
"fitness_score_update": 0.18,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0815654",
"timestamp": "2026-04-10T20:34:14Z",
"trace_id": "1c2a71ae-3e78-4e75-954b-195e000e03d5",
"weighted_score": 75.44
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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"mcts_branches": 917,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-10T20:34:14Z"
},
{
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"total_execution_ms": 9355
} | {
"fitness_score_update": 0.12,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0447848",
"timestamp": "2026-04-06T14:24:08Z",
"trace_id": "2f28b1f3-3f84-4c52-8189-eb41228e9c29",
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} | {
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-06T14:24:08Z"
},
{
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"total_execution_ms": 1504
} | {
"fitness_score_update": 0,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0409913",
"timestamp": "2026-04-06T03:51:53Z",
"trace_id": "979ca9eb-d9b7-45c7-8af4-8812b103b6a9",
"weighted_score": 66.82
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-06T03:51:53Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compon... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.73,
"total_execution_ms": 4582
} | {
"fitness_score_update": 0.37,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1451117",
"timestamp": "2026-04-18T05:05:17Z",
"trace_id": "26ad95a3-b123-4062-9c70-1cb9e0ffa1f3",
"weighted_score": 17.5
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.859,
"engine": "nemesis_planner",
"mcts_branches": 937,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
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"latency_ms": 63,
"node_provider": "CloudTrail",
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},
"timestamp": "2026-04-18T05:05:17Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "NE... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.92,
"total_execution_ms": 8983
} | {
"fitness_score_update": 0.45,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1915463",
"timestamp": "2026-04-23T14:04:23Z",
"trace_id": "c464db24-0880-4205-bc61-56d7d7dc9e57",
"weighted_score": 71.67
} | {
"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": 0.987,
"engine": "nemesis_planner",
"mcts_branches": 492,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-23T14:04:23Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compo... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.77,
"total_execution_ms": 9751
} | {
"fitness_score_update": 0.03,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1953199",
"timestamp": "2026-04-24T00:33:19Z",
"trace_id": "e06f24a1-2652-44bd-8ea2-6fd2b6f24733",
"weighted_score": 67.98
} | {
"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": 0.932,
"engine": "nemesis_planner",
"mcts_branches": 381,
"winning_strategy": "Stealth_Escalation"
} | [
{
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-24T00:33:19Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compone... | {
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"success_rate": 0.62,
"total_execution_ms": 4747
} | {
"fitness_score_update": -0.06,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1992583",
"timestamp": "2026-04-24T11:29:43Z",
"trace_id": "e47b3724-9018-4c2f-9dca-e41abfdf77e8",
"weighted_score": 25.61
} | {
"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": 0.957,
"engine": "nemesis_planner",
"mcts_branches": 657,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"telemetry": {
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-24T11:29:43Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.92,
"total_execution_ms": 5644
} | {
"fitness_score_update": 0.47,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0718756",
"timestamp": "2026-04-09T17:39:16Z",
"trace_id": "61b1690c-761e-4d63-9c27-24b5e2afbb8d",
"weighted_score": 93.04
} | {
"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": 0.909,
"engine": "nemesis_planner",
"mcts_branches": 284,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-09T17:39:16Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
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"success_rate": 0.44,
"total_execution_ms": 3149
} | {
"fitness_score_update": 0.4,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0198881",
"timestamp": "2026-04-03T17:14:41Z",
"trace_id": "44fc6033-945d-42c8-a862-d698ab1b8bbd",
"weighted_score": 86.18
} | {
"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": 0.811,
"engine": "nemesis_planner",
"mcts_branches": 351,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-03T17:14:41Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"success_rate": 0.87,
"total_execution_ms": 8927
} | {
"fitness_score_update": 0.12,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1781447",
"timestamp": "2026-04-22T00:50:47Z",
"trace_id": "b855bc58-f182-4aa0-8742-819cbfeb7cef",
"weighted_score": 39.44
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.897,
"engine": "nemesis_planner",
"mcts_branches": 921,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-22T00:50:47Z"
},
{
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"success_rate": 1,
"total_execution_ms": 6608
} | {
"fitness_score_update": 0.49,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0837848",
"timestamp": "2026-04-11T02:44:08Z",
"trace_id": "58441dc1-82e0-4235-95cc-fdd9827af2d0",
"weighted_score": 70.74
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.744,
"engine": "nemesis_planner",
"mcts_branches": 342,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-11T02:44:08Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compone... | {
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"total_execution_ms": 8809
} | {
"fitness_score_update": 0.35,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2240178",
"timestamp": "2026-04-27T08:16:18Z",
"trace_id": "7f0ed8b5-bafd-4d21-82a2-2048ef70d2b4",
"weighted_score": 12.73
} | {
"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": 0.82,
"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-27T08:16:18Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 5242
} | {
"fitness_score_update": 0.48,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1246592",
"timestamp": "2026-04-15T20:16:32Z",
"trace_id": "2d6ddf38-a5ed-4138-9151-2217da28058a",
"weighted_score": 11.56
} | {
"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": 0.715,
"engine": "nemesis_planner",
"mcts_branches": 541,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "Azure_Sentinel",
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},
"timestamp": "2026-04-15T20:16:32Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.91,
"total_execution_ms": 7344
} | {
"fitness_score_update": 0.43,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1433034",
"timestamp": "2026-04-18T00:03:54Z",
"trace_id": "a8568452-cf60-469a-ab9f-f7251a415ef7",
"weighted_score": 23.27
} | {
"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": 0.839,
"engine": "nemesis_planner",
"mcts_branches": 115,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-18T00:03:54Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.96,
"total_execution_ms": 4950
} | {
"fitness_score_update": 0.17,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1645802",
"timestamp": "2026-04-20T11:10:02Z",
"trace_id": "b946c8b1-5a40-44b4-930a-5472f41e6b65",
"weighted_score": 21.26
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.786,
"engine": "nemesis_planner",
"mcts_branches": 313,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-20T11:10:02Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.95,
"total_execution_ms": 2039
} | {
"fitness_score_update": 0.35,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1643199",
"timestamp": "2026-04-20T10:26:39Z",
"trace_id": "49c13a24-96ce-4768-9a38-962d5b19bf1d",
"weighted_score": 83.32
} | {
"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": 0.818,
"engine": "nemesis_planner",
"mcts_branches": 715,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-20T10:26:39Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.74,
"total_execution_ms": 4644
} | {
"fitness_score_update": -0.04,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0663481",
"timestamp": "2026-04-09T02:18:01Z",
"trace_id": "b7e78b10-aa51-4247-9a8d-acea3c3ce104",
"weighted_score": 49.74
} | {
"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": 0.951,
"engine": "nemesis_planner",
"mcts_branches": 900,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-09T02:18:01Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.54,
"total_execution_ms": 5119
} | {
"fitness_score_update": -0.07,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2393723",
"timestamp": "2026-04-29T02:55:23Z",
"trace_id": "713e1f6c-a6dd-4614-a2e3-2bc7b165e5b8",
"weighted_score": 49.16
} | {
"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": 647,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-29T02:55:23Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"success_rate": 0.73,
"total_execution_ms": 4886
} | {
"fitness_score_update": 0.11,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1444419",
"timestamp": "2026-04-18T03:13:39Z",
"trace_id": "d2a6201e-1756-4cae-b06d-6902e9ea340f",
"weighted_score": 37.23
} | {
"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": 0.802,
"engine": "nemesis_planner",
"mcts_branches": 374,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "CloudTrail",
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},
"timestamp": "2026-04-18T03:13:39Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compon... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.99,
"total_execution_ms": 3746
} | {
"fitness_score_update": 0.42,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1343303",
"timestamp": "2026-04-16T23:08:23Z",
"trace_id": "54bc5baa-3bea-4a9b-ab9d-c7369218c452",
"weighted_score": 72.42
} | {
"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": 0.719,
"engine": "nemesis_planner",
"mcts_branches": 377,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-16T23:08:23Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
"noise_penalty": 0.32,
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"total_execution_ms": 1436
} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0150092",
"timestamp": "2026-04-03T03:41:32Z",
"trace_id": "39ed05d0-5b2e-495b-a137-a2e18ba172c9",
"weighted_score": 55.53
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-03T03:41:32Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 4255
} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0190500",
"timestamp": "2026-04-03T14:55:00Z",
"trace_id": "f7eff94f-fe00-4d3e-af70-c6d757bd507b",
"weighted_score": 67.7
} | {
"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"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-03T14:55:00Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1862928",
"timestamp": "2026-04-22T23:28:48Z",
"trace_id": "b870a72f-7a38-465b-8e2e-6288ce27133e",
"weighted_score": 98.54
} | {
"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": 0.765,
"engine": "nemesis_planner",
"mcts_branches": 579,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-22T23:28:48Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 3403
} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2110976",
"timestamp": "2026-04-25T20:22:56Z",
"trace_id": "3d971571-c597-4dac-aa16-f94c8f9b4a20",
"weighted_score": 45.47
} | {
"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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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-25T20:22:56Z"
},
{
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 7587
} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0979805",
"timestamp": "2026-04-12T18:10:05Z",
"trace_id": "07b7ae90-a087-43ff-ba6a-9fbe9e295cc7",
"weighted_score": 48.26
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
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},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 8064
} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0078518",
"timestamp": "2026-04-02T07:48:38Z",
"trace_id": "ed7501b0-6a02-47e4-b1fb-6c6010a52772",
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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",
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-02T07:48:38Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
... | {
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"total_execution_ms": 8308
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0856747",
"timestamp": "2026-04-11T07:59:07Z",
"trace_id": "4db26821-96c4-4ac4-b71e-85c1af87a5df",
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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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},
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},
{
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... | {
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"total_execution_ms": 6585
} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1482850",
"timestamp": "2026-04-18T13:54:10Z",
"trace_id": "823cf5d8-84c5-42d6-b1f8-21d1b13e5dd5",
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} | {
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"protocol": "Web-App-Gateway",
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
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},
"timestamp": "2026-04-18T13:54:10Z"
},
{
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} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0217455",
"timestamp": "2026-04-03T22:24:15Z",
"trace_id": "ed38b3b2-d605-40c9-a414-d110a65b9429",
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} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
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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": "2026-04-03T22:24:15Z"
},
{
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1645300",
"timestamp": "2026-04-20T11:01:40Z",
"trace_id": "334be12e-4fd7-4523-95bf-5445d085e223",
"weighted_score": 46.63
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"mcts_branches": 179,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-20T11:01:40Z"
},
{
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"total_execution_ms": 4452
} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0371271",
"timestamp": "2026-04-05T17:07:51Z",
"trace_id": "a00cf4b7-090b-4494-8b91-5bd4c3624450",
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} | {
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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": "2026-04-05T17:07:51Z"
},
{
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"total_execution_ms": 2818
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1261801",
"timestamp": "2026-04-16T00:30:01Z",
"trace_id": "409c8020-40af-4163-90dc-02c4eccb255a",
"weighted_score": 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"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-16T00:30:01Z"
},
{
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"total_execution_ms": 7935
} | {
"fitness_score_update": 0.36,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0586617",
"timestamp": "2026-04-08T04:56:57Z",
"trace_id": "1514ca7b-5157-4fef-b7e1-e5cbb35efe0c",
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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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"mcts_branches": 544,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-08T04:56:57Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 2819
} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0367034",
"timestamp": "2026-04-05T15:57:14Z",
"trace_id": "b0134193-92cc-4e03-bafb-955763a78403",
"weighted_score": 36.22
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 983,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-05T15:57:14Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 2531
} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1131776",
"timestamp": "2026-04-14T12:22:56Z",
"trace_id": "0fac8af9-a51c-49bf-86c1-ef1422c267ee",
"weighted_score": 21.56
} | {
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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": 821,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-14T12:22:56Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"success_rate": 1,
"total_execution_ms": 3508
} | {
"fitness_score_update": 0.31,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1762144",
"timestamp": "2026-04-21T19:29:04Z",
"trace_id": "57145f8a-5423-4ce0-8d3f-79fea7a49614",
"weighted_score": 89.39
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-21T19:29:04Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 6519
} | {
"fitness_score_update": 0.5,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0299859",
"timestamp": "2026-04-04T21:17:39Z",
"trace_id": "a5c57518-2a78-45d1-aca2-d306d785b437",
"weighted_score": 72.25
} | {
"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": "2026-04-04T21:17:39Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compon... | {
"noise_penalty": 0.24,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.76,
"total_execution_ms": 4481
} | {
"fitness_score_update": 0.12,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1509815",
"timestamp": "2026-04-18T21:23:35Z",
"trace_id": "892dec76-f784-448e-a351-1ab4cd7508f9",
"weighted_score": 70.7
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.927,
"engine": "nemesis_planner",
"mcts_branches": 463,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.887,
"latency_ms": 133,
"node_provider": "CrowdStrike",
"noise_level_db": 75
},
"timestamp": "2026-04-18T21:23:35Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
"noise_penalty": 0.39,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.92,
"total_execution_ms": 1310
} | {
"fitness_score_update": 0.03,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0494264",
"timestamp": "2026-04-07T03:17:44Z",
"trace_id": "78c1867f-7968-4111-8c30-29831f661f4c",
"weighted_score": 95.69
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.775,
"engine": "nemesis_planner",
"mcts_branches": 200,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.155,
"latency_ms": 139,
"node_provider": "Azure_Sentinel",
"noise_level_db": 21
},
"timestamp": "2026-04-07T03:17:44Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"... | {
"noise_penalty": 0.47,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.62,
"total_execution_ms": 5018
} | {
"fitness_score_update": -0.08,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0130722",
"timestamp": "2026-04-02T22:18:42Z",
"trace_id": "e83b0e37-d008-422f-ba5c-c7c1384a39b9",
"weighted_score": 82.96
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.824,
"engine": "nemesis_planner",
"mcts_branches": 102,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.433,
"latency_ms": 481,
"node_provider": "Local_Syslog",
"noise_level_db": 28
},
"timestamp": "2026-04-02T22:18:42Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.32,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.72,
"total_execution_ms": 8797
} | {
"fitness_score_update": 0.31,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0906537",
"timestamp": "2026-04-11T21:48:57Z",
"trace_id": "d9cc8ee7-574d-4f13-8e4e-0ab13811ff44",
"weighted_score": 77.35
} | {
"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": 0.769,
"engine": "nemesis_planner",
"mcts_branches": 760,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.361,
"latency_ms": 302,
"node_provider": "Local_Syslog",
"noise_level_db": 36
},
"timestamp": "2026-04-11T21:48:57Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.01,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.79,
"total_execution_ms": 1569
} | {
"fitness_score_update": 0.37,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0170321",
"timestamp": "2026-04-03T09:18:41Z",
"trace_id": "4655c3b4-047d-41aa-8d99-e54c41f92551",
"weighted_score": 43.75
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.87,
"engine": "nemesis_planner",
"mcts_branches": 438,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.166,
"latency_ms": 203,
"node_provider": "CrowdStrike",
"noise_level_db": 73
},
"timestamp": "2026-04-03T09:18:41Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
"noise_penalty": 0.49,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.83,
"total_execution_ms": 6672
} | {
"fitness_score_update": 0.07,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0237841",
"timestamp": "2026-04-04T04:04:01Z",
"trace_id": "010a9959-7df7-4ac5-830d-b79c84eb5ff1",
"weighted_score": 32.24
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.803,
"engine": "nemesis_planner",
"mcts_branches": 461,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.146,
"latency_ms": 237,
"node_provider": "CloudTrail",
"noise_level_db": 54
},
"timestamp": "2026-04-04T04:04:01Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compon... | {
"noise_penalty": 0.13,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.47,
"total_execution_ms": 6597
} | {
"fitness_score_update": 0.41,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1884840",
"timestamp": "2026-04-23T05:34:00Z",
"trace_id": "2ad2517f-9b94-4ee4-904e-76c2f8fb8c35",
"weighted_score": 20.03
} | {
"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": 0.808,
"engine": "nemesis_planner",
"mcts_branches": 678,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.121,
"latency_ms": 47,
"node_provider": "Azure_Sentinel",
"noise_level_db": 55
},
"timestamp": "2026-04-23T05:34:00Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"c... | {
"noise_penalty": 0.09,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.78,
"total_execution_ms": 3302
} | {
"fitness_score_update": 0.04,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0679384",
"timestamp": "2026-04-09T06:43:04Z",
"trace_id": "4df97013-f7ee-441d-beab-81be1d146f01",
"weighted_score": 89.75
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.834,
"engine": "nemesis_planner",
"mcts_branches": 287,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.443,
"latency_ms": 73,
"node_provider": "CloudTrail",
"noise_level_db": 46
},
"timestamp": "2026-04-09T06:43:04Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"componen... | {
"noise_penalty": 0.02,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.99,
"total_execution_ms": 3568
} | {
"fitness_score_update": 0.11,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0661815",
"timestamp": "2026-04-09T01:50:15Z",
"trace_id": "31e0755f-ac04-4bd1-8395-494cd0a940ff",
"weighted_score": 69.15
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.712,
"engine": "nemesis_planner",
"mcts_branches": 308,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.351,
"latency_ms": 393,
"node_provider": "CloudTrail",
"noise_level_db": 12
},
"timestamp": "2026-04-09T01:50:15Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"com... | {
"noise_penalty": 0.12,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.95,
"total_execution_ms": 2603
} | {
"fitness_score_update": 0.41,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0807797",
"timestamp": "2026-04-10T18:23:17Z",
"trace_id": "76c45630-cbfe-426c-91a8-cdc1487be0a4",
"weighted_score": 56.52
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.944,
"engine": "nemesis_planner",
"mcts_branches": 810,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.835,
"latency_ms": 196,
"node_provider": "CloudTrail",
"noise_level_db": 23
},
"timestamp": "2026-04-10T18:23:17Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.33,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.83,
"total_execution_ms": 4866
} | {
"fitness_score_update": 0.27,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1974709",
"timestamp": "2026-04-24T06:31:49Z",
"trace_id": "ad50c785-77fe-4294-8163-97d434498f22",
"weighted_score": 29.68
} | {
"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": 0.927,
"engine": "nemesis_planner",
"mcts_branches": 942,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.378,
"latency_ms": 228,
"node_provider": "CrowdStrike",
"noise_level_db": 58
},
"timestamp": "2026-04-24T06:31:49Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
"noise_penalty": 0.16,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.58,
"total_execution_ms": 4475
} | {
"fitness_score_update": 0.4,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2001822",
"timestamp": "2026-04-24T14:03:42Z",
"trace_id": "c1ac5111-43ed-4c72-a185-a2be68629194",
"weighted_score": 42.29
} | {
"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": 0.843,
"engine": "nemesis_planner",
"mcts_branches": 311,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.536,
"latency_ms": 231,
"node_provider": "CrowdStrike",
"noise_level_db": 25
},
"timestamp": "2026-04-24T14:03:42Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compone... | {
"noise_penalty": 0.3,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.8,
"total_execution_ms": 1745
} | {
"fitness_score_update": -0.05,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0427696",
"timestamp": "2026-04-06T08:48:16Z",
"trace_id": "7276a069-e0f8-4646-814d-584a85c2b0c0",
"weighted_score": 25.9
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.843,
"engine": "nemesis_planner",
"mcts_branches": 914,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.358,
"latency_ms": 363,
"node_provider": "CloudTrail",
"noise_level_db": 34
},
"timestamp": "2026-04-06T08:48:16Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compon... | {
"noise_penalty": 0.29,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.57,
"total_execution_ms": 6232
} | {
"fitness_score_update": 0.41,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0548587",
"timestamp": "2026-04-07T18:23:07Z",
"trace_id": "3d952070-dee3-4ca5-ba39-ad6fd39bea61",
"weighted_score": 59.41
} | {
"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": 0.969,
"engine": "nemesis_planner",
"mcts_branches": 683,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.437,
"latency_ms": 174,
"node_provider": "CrowdStrike",
"noise_level_db": 61
},
"timestamp": "2026-04-07T18:23:07Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.12,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.97,
"total_execution_ms": 7320
} | {
"fitness_score_update": 0.42,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0590576",
"timestamp": "2026-04-08T06:02:56Z",
"trace_id": "2469dda1-6c97-4a10-bddf-6f818163fd9e",
"weighted_score": 87.07
} | {
"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": 0.956,
"engine": "nemesis_planner",
"mcts_branches": 507,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.881,
"latency_ms": 474,
"node_provider": "Local_Syslog",
"noise_level_db": 41
},
"timestamp": "2026-04-08T06:02:56Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.13,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.91,
"total_execution_ms": 5633
} | {
"fitness_score_update": 0.47,
"parameter_drift": "none"
} | impact_achieved |
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