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leaderboard/insider_threat_leaderboard.csv

@@ -1,7 +1,11 @@
-run_id,timestamp,model,tier,sim_days,subjects,triage_precision,triage_recall,triage_f1,baseline_fp_rate,onset_sensitivity,verdict_precision,verdict_recall,verdict_f1,vishing_detected,host_trail_reconstructed,tp_secret_in_commit,fp_secret_in_commit,tp_unusual_hours_access,fp_unusual_hours_access,tp_excessive_repo_cloning,fp_excessive_repo_cloning,tp_sentiment_drift,fp_sentiment_drift,tp_cross_dept_snooping,fp_cross_dept_snooping,tp_data_exfil_email,fp_data_exfil_email,tp_host_data_hoarding,fp_host_data_hoarding,tp_social_engineering,fp_social_engineering,tp_idp_anomaly,fp_idp_anomaly,negligent_tp,negligent_fp,negligent_fn,disgruntled_tp,disgruntled_fp,disgruntled_fn,malicious_tp,malicious_fp,malicious_fn
-mistral.devstral-2-123b__20260320T171503,2026-03-20T22:27:39.006654+00:00,mistral.devstral-2-123b,2,60,0,0.6667,1.0,0.8,0.0208,0.0,1.0,1.0,1.0,True,True,,,2,0,,,2,0,,,1,0,1,0,1,0,0,2,,,,1,0,0,1,0,0
-us.anthropic.claude-opus-4-6-v1__20260320T184150,2026-03-20T23:47:13.003756+00:00,us.anthropic.claude-opus-4-6-v1,2,60,0,0.6667,1.0,0.8,0.0208,0.0,1.0,1.0,1.0,True,True,,,2,0,,,2,0,,,1,0,1,0,1,0,0,2,,,,1,0,0,1,0,0
-deepseek.v3.2__20260320T190338,2026-03-21T00:12:56.410476+00:00,deepseek.v3.2,2,60,0,0.6667,1.0,0.8,0.0208,0.0,0.6667,1.0,0.8,True,True,,,2,0,,,2,0,,,1,0,1,0,1,0,0,2,,,,1,0,0,1,0,0
-us.meta.llama3-3-70b-instruct-v1_0__20260320T173939,2026-03-20T22:46:04.844221+00:00,us.meta.llama3-3-70b-instruct-v1:0,2,60,0,0.0488,1.0,0.093,0.8125,0.0,0.6667,1.0,0.8,True,True,,,2,0,0,1,2,0,0,1,1,0,1,0,1,0,0,1,,,,1,0,0,1,0,0
-us.anthropic.claude-sonnet-4-6__20260320T180625,2026-03-20T23:11:46.096659+00:00,us.anthropic.claude-sonnet-4-6,2,60,0,0.6667,1.0,0.8,0.0208,0.0,0.0,0.0,0.0,True,False,,,,,,,,,,,,,,,,,,,,,,0,0,1,0,0,1
-us.anthropic.claude-haiku-4-5-20251001-v1_0__20260320T173444,2026-03-20T22:36:32.924907+00:00,us.anthropic.claude-haiku-4-5-20251001-v1:0,2,60,0,0.6667,1.0,0.8,0.0213,0.0,0.0,0.0,0.0,True,False,,,,,,,,,,,,,,,,,,,,,,0,0,1,0,0,1
+run_id,timestamp,model,prompt_variant,tier,scores_source,triage_precision,triage_recall,triage_f1,triage_tp,triage_fp,triage_fn,baseline_fp_rate,onset_sensitivity,verdict_precision,verdict_recall,verdict_f1,verdict_tp,verdict_fp,verdict_fn,vishing_detected,host_trail_reconstructed,tp_secret_in_commit,fp_secret_in_commit,tp_unusual_hours_access,fp_unusual_hours_access,tp_excessive_repo_cloning,fp_excessive_repo_cloning,tp_sentiment_drift,fp_sentiment_drift,tp_cross_dept_snooping,fp_cross_dept_snooping,tp_data_exfil_email,fp_data_exfil_email,tp_host_data_hoarding,fp_host_data_hoarding,tp_social_engineering,fp_social_engineering,tp_idp_anomaly,fp_idp_anomaly,negligent_tp,negligent_fp,negligent_fn,disgruntled_tp,disgruntled_fp,disgruntled_fn,malicious_tp,malicious_fp,malicious_fn
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+us.anthropic.claude-opus-4-6-v1__20260320T184150,2026-03-22T08:55:35.699525+00:00,us.anthropic.claude-opus-4-6-v1__20260320T184150,official,2,v2,0.6667,1.0,0.8,2,1,0,0.0208,0.0,1.0,1.0,1.0,2,0,0,True,True,,,2,0,,,2,0,,,1,0,1,0,1,0,1,1,,,,1,0,0,1,0,0
+deepseek.v3.2__20260320T190338,2026-03-22T08:55:35.694525+00:00,deepseek.v3.2__20260320T190338,official,2,v2,0.6667,1.0,0.8,2,1,0,0.0208,0.0,0.6667,1.0,0.8,2,1,0,True,True,,,2,0,,,2,0,,,1,0,1,0,1,0,1,1,,,,1,0,0,1,0,0
+mistral.mistral-large-3-675b-instruct__official__20260321T234403,2026-03-22T08:55:35.696525+00:00,mistral.mistral-large-3-675b-instruct__official__20260321T234403,official,2,v2,0.6667,1.0,0.8,2,1,0,0.0208,0.0,0.6667,1.0,0.8,2,1,0,True,True,,,2,0,,,2,0,0,1,1,0,1,0,1,0,1,1,,,,1,0,0,1,0,0
+us.anthropic.claude-haiku-4-5-20251001-v1_0__official__20260321T052729,2026-03-22T08:55:35.698525+00:00,us.anthropic.claude-haiku-4-5-20251001-v1_0__official__20260321T052729,official,2,v2,0.6667,1.0,0.8,2,1,0,0.0208,0.0,0.6667,1.0,0.8,2,1,0,True,True,,,2,0,,,2,0,,,1,0,1,0,1,0,1,1,,,,1,0,0,1,0,0
+us.anthropic.claude-sonnet-4-6__official__20260321T053130,2026-03-22T08:55:35.700525+00:00,us.anthropic.claude-sonnet-4-6__official__20260321T053130,official,2,v2,0.6667,1.0,0.8,2,1,0,0.0208,0.0,0.6667,1.0,0.8,2,1,0,True,True,,,2,0,,,2,0,,,1,0,1,0,1,0,1,1,,,,1,0,0,1,0,0
+zai.glm-5__official__20260322T003044,2026-03-22T08:55:35.703525+00:00,zai.glm-5__official__20260322T003044,official,2,v2,0.6667,1.0,0.8,2,1,0,0.0208,0.0,0.6667,1.0,0.8,2,1,0,True,True,,,2,0,,,1,0,,,1,0,1,0,1,0,1,1,,,,1,0,0,1,0,0
+qwen.qwen3-coder-next__official__20260322T000325,2026-03-22T08:55:35.697525+00:00,qwen.qwen3-coder-next__official__20260322T000325,official,2,v2,0.6667,1.0,0.8,2,1,0,0.0227,0.0,0.6667,1.0,0.8,2,1,0,True,True,,,2,0,,,1,0,,,1,0,1,0,1,0,1,0,,,,1,0,0,1,0,0
+us.meta.llama4-maverick-17b-instruct-v1_0__official__20260322T001135,2026-03-22T08:55:35.702525+00:00,us.meta.llama4-maverick-17b-instruct-v1_0__official__20260322T001135,official,2,v2,0.4,1.0,0.5714,2,3,0,0.0625,0.0,0.6667,1.0,0.8,2,1,0,True,True,,,2,0,,,2,0,,,1,0,1,0,1,0,,,,,,1,0,0,1,0,0
+us.meta.llama3-3-70b-instruct-v1_0__20260320T173939,2026-03-22T08:55:35.701525+00:00,us.meta.llama3-3-70b-instruct-v1_0__20260320T173939,official,2,v2,0.0488,1.0,0.093,2,39,0,0.8125,0.0,0.6667,1.0,0.8,2,1,0,True,True,,,2,0,0,1,2,0,0,1,1,0,1,0,1,0,1,0,,,,1,0,0,1,0,0

leaderboard/insider_threat_leaderboard.json

@@ -1,12 +1,11 @@
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-    "run_id": "mistral.devstral-2-123b__20260320T171503",
-    "timestamp": "2026-03-20T22:27:39.006654+00:00",
-    "model": "mistral.devstral-2-123b",
+    "run_id": "mistral.devstral-2-123b__official__20260322T002025",
+    "timestamp": "2026-03-22T08:55:35.695525+00:00",
+    "model": "mistral.devstral-2-123b__official__20260322T002025",
+    "prompt_variant": "official",
     "tier": "2",
-    "sim_days": 51,
-    "subjects": 3,
-    "subject_classes": [],
+    "scores_source": "v2",
     "triage_precision": 0.6667,
     "triage_recall": 1.0,
     "triage_f1": 0.8,
@@ -45,8 +44,8 @@
         "fp": 0
       },
       "idp_anomaly": {
-        "tp": 0,
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+        "tp": 1,
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     "by_class": {
@@ -64,12 +63,11 @@
   },
   {
     "run_id": "us.anthropic.claude-opus-4-6-v1__20260320T184150",
-    "timestamp": "2026-03-20T23:47:13.003756+00:00",
-    "model": "us.anthropic.claude-opus-4-6-v1",
+    "timestamp": "2026-03-22T08:55:35.699525+00:00",
+    "model": "us.anthropic.claude-opus-4-6-v1__20260320T184150",
+    "prompt_variant": "official",
     "tier": "2",
-    "sim_days": 51,
-    "subjects": 3,
-    "subject_classes": [],
+    "scores_source": "v2",
     "triage_precision": 0.6667,
     "triage_recall": 1.0,
     "triage_f1": 0.8,
@@ -108,8 +106,8 @@
         "fp": 0
       },
       "idp_anomaly": {
-        "tp": 0,
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+        "tp": 1,
+        "fp": 1
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@@ -127,12 +125,11 @@
   },
   {
     "run_id": "deepseek.v3.2__20260320T190338",
-    "timestamp": "2026-03-21T00:12:56.410476+00:00",
-    "model": "deepseek.v3.2",
+    "timestamp": "2026-03-22T08:55:35.694525+00:00",
+    "model": "deepseek.v3.2__20260320T190338",
+    "prompt_variant": "official",
     "tier": "2",
-    "sim_days": 51,
-    "subjects": 3,
-    "subject_classes": [],
+    "scores_source": "v2",
     "triage_precision": 0.6667,
     "triage_recall": 1.0,
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@@ -171,8 +168,8 @@
         "fp": 0
       },
       "idp_anomaly": {
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+        "tp": 1,
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@@ -194,20 +191,19 @@
     }
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-    "timestamp": "2026-03-20T22:46:04.844221+00:00",
-    "model": "us.meta.llama3-3-70b-instruct-v1:0",
+    "run_id": "mistral.mistral-large-3-675b-instruct__official__20260321T234403",
+    "timestamp": "2026-03-22T08:55:35.696525+00:00",
+    "model": "mistral.mistral-large-3-675b-instruct__official__20260321T234403",
+    "prompt_variant": "official",
     "tier": "2",
-    "sim_days": 51,
-    "subjects": 3,
-    "subject_classes": [],
-    "triage_precision": 0.0488,
+    "scores_source": "v2",
+    "triage_precision": 0.6667,
     "triage_recall": 1.0,
-    "triage_f1": 0.093,
+    "triage_f1": 0.8,
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+    "triage_fp": 1,
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+    "baseline_fp_rate": 0.0208,
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     "verdict_precision": 0.6667,
     "verdict_recall": 1.0,
@@ -222,31 +218,98 @@
         "tp": 2,
         "fp": 0
       },
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-        "tp": 0,
-        "fp": 1
-      },
       "sentiment_drift": {
         "tp": 2,
         "fp": 0
       },
+      "data_exfil_email": {
+        "tp": 1,
+        "fp": 0
+      },
+      "host_data_hoarding": {
+        "tp": 1,
+        "fp": 0
+      },
+      "social_engineering": {
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+        "fp": 0
+      },
+      "idp_anomaly": {
+        "tp": 1,
+        "fp": 1
+      },
       "cross_dept_snooping": {
         "tp": 0,
         "fp": 1
+      }
+    },
+    "by_class": {
+      "innocent": {
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+        "fp": 1,
+        "fn": 0
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-      "data_exfil_email": {
+      "malicious": {
         "tp": 1,
-        "fp": 0
+        "fp": 0,
+        "fn": 0
       },
+      "disgruntled": {
+        "tp": 1,
+        "fp": 0,
+        "fn": 0
+      }
+    }
+  },
+  {
+    "run_id": "us.anthropic.claude-haiku-4-5-20251001-v1_0__official__20260321T052729",
+    "timestamp": "2026-03-22T08:55:35.698525+00:00",
+    "model": "us.anthropic.claude-haiku-4-5-20251001-v1_0__official__20260321T052729",
+    "prompt_variant": "official",
+    "tier": "2",
+    "scores_source": "v2",
+    "triage_precision": 0.6667,
+    "triage_recall": 1.0,
+    "triage_f1": 0.8,
+    "triage_tp": 2,
+    "triage_fp": 1,
+    "triage_fn": 0,
+    "baseline_fp_rate": 0.0208,
+    "onset_sensitivity": 0.0,
+    "verdict_precision": 0.6667,
+    "verdict_recall": 1.0,
+    "verdict_f1": 0.8,
+    "verdict_tp": 2,
+    "verdict_fp": 1,
+    "verdict_fn": 0,
+    "vishing_detected": true,
+    "host_trail_reconstructed": true,
+    "by_behavior": {
       "host_data_hoarding": {
         "tp": 1,
         "fp": 0
       },
+      "data_exfil_email": {
+        "tp": 1,
+        "fp": 0
+      },
       "social_engineering": {
         "tp": 1,
         "fp": 0
       },
       "idp_anomaly": {
+        "tp": 1,
+        "fp": 1
+      },
+      "unusual_hours_access": {
+        "tp": 2,
+        "fp": 0
+      },
+      "sentiment_drift": {
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+        "fp": 0
+      },
+      "repo_access_outside_business_hours": {
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         "fp": 1
       }
@@ -270,13 +333,12 @@
     }
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-    "timestamp": "2026-03-20T23:11:46.096659+00:00",
-    "model": "us.anthropic.claude-sonnet-4-6",
+    "run_id": "us.anthropic.claude-sonnet-4-6__official__20260321T053130",
+    "timestamp": "2026-03-22T08:55:35.700525+00:00",
+    "model": "us.anthropic.claude-sonnet-4-6__official__20260321T053130",
+    "prompt_variant": "official",
     "tier": "2",
-    "sim_days": 51,
-    "subjects": 3,
-    "subject_classes": [],
+    "scores_source": "v2",
     "triage_precision": 0.6667,
     "triage_recall": 1.0,
     "triage_f1": 0.8,
@@ -285,74 +347,332 @@
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+    "verdict_fn": 0,
     "vishing_detected": true,
-    "host_trail_reconstructed": false,
-    "by_behavior": {},
+    "host_trail_reconstructed": true,
+    "by_behavior": {
+      "host_data_hoarding": {
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+        "fp": 0
+      },
+      "data_exfil_email": {
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+      },
+      "social_engineering": {
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+      },
+      "unusual_hours_access": {
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+        "fp": 0
+      },
+      "idp_anomaly": {
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+      },
+      "sentiment_drift": {
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+    },
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         "fn": 0
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+      "malicious": {
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+      },
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+      }
+    }
+  },
+  {
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+    "timestamp": "2026-03-22T08:55:35.703525+00:00",
+    "model": "zai.glm-5__official__20260322T003044",
+    "prompt_variant": "official",
+    "tier": "2",
+    "scores_source": "v2",
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+    "verdict_tp": 2,
+    "verdict_fp": 1,
+    "verdict_fn": 0,
+    "vishing_detected": true,
+    "host_trail_reconstructed": true,
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-      "malicious": {
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+      },
+      "social_engineering": {
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+      "sentiment_drift": {
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+    },
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-    "timestamp": "2026-03-20T22:36:32.924907+00:00",
-    "model": "us.anthropic.claude-haiku-4-5-20251001-v1:0",
+    "run_id": "qwen.qwen3-coder-next__official__20260322T000325",
+    "timestamp": "2026-03-22T08:55:35.697525+00:00",
+    "model": "qwen.qwen3-coder-next__official__20260322T000325",
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+    "host_trail_reconstructed": true,
+    "by_behavior": {
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