Upload 12 files

.gitattributes

@@ -33,3 +33,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+ensemble_evaluation.png filter=lfs diff=lfs merge=lfs -text
+zeroday.faiss filter=lfs diff=lfs merge=lfs -text

deberta_best/config.json

@@ -0,0 +1,38 @@
+{
+  "architectures": [
+    "DebertaV2ForSequenceClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "bos_token_id": null,
+  "dtype": "float32",
+  "eos_token_id": null,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "layer_norm_eps": 1e-07,
+  "legacy": true,
+  "max_position_embeddings": 512,
+  "max_relative_positions": -1,
+  "model_type": "deberta-v2",
+  "norm_rel_ebd": "layer_norm",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "pad_token_id": 0,
+  "pooler_dropout": 0.0,
+  "pooler_hidden_act": "gelu",
+  "pooler_hidden_size": 768,
+  "pos_att_type": [
+    "p2c",
+    "c2p"
+  ],
+  "position_biased_input": false,
+  "position_buckets": 256,
+  "relative_attention": true,
+  "share_att_key": true,
+  "tie_word_embeddings": true,
+  "transformers_version": "5.10.2",
+  "type_vocab_size": 0,
+  "vocab_size": 128100
+}

deberta_best/model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:06acf0f692b96bd60d38237e69438610ee5729c3f4f9b4bae96c18e76b470bf5
+size 737719272

deberta_best/tokenizer_config.json

@@ -0,0 +1,24 @@
+{
+  "add_prefix_space": true,
+  "backend": "tokenizers",
+  "bos_token": "[CLS]",
+  "cls_token": "[CLS]",
+  "do_lower_case": false,
+  "eos_token": "[SEP]",
+  "extra_special_tokens": [
+    "[PAD]",
+    "[CLS]",
+    "[SEP]"
+  ],
+  "is_local": false,
+  "local_files_only": false,
+  "mask_token": "[MASK]",
+  "model_max_length": 1000000000000000019884624838656,
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "split_by_punct": false,
+  "tokenizer_class": "DebertaV2Tokenizer",
+  "unk_id": 3,
+  "unk_token": "[UNK]",
+  "vocab_type": "spm"
+}

ensemble_config.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f145e010f99390714dd529b1335f5b2b11128fe64d66058d850f7e3246276f7e
+size 298

model_card.json

@@ -0,0 +1,67 @@
+{
+  "version": "2.0",
+  "created_at": "2026-06-21T11:07:28.861636",
+  "architecture": "XGBoost + DeBERTa-v3-base ensemble",
+  "embedding": "sentence-transformers/all-MiniLM-L6-v2",
+  "transformer": "microsoft/deberta-v3-base",
+  "feature_dim": 396,
+  "ensemble": {
+    "w_xgb": 0.05,
+    "w_transformer": 0.95,
+    "w_faiss-delta": 0.1,
+    "threshold": 0.915
+  },
+  "xgb": {
+    "n_estimators": 300,
+    "max_depth": 5,
+    "threshold": 0.5499999999999998
+  },
+  "training_data": {
+    "adversarial": 12000,
+    "benign": 12000,
+    "families": [
+      "JAILBREAK_PROMPTS",
+      "ADVERSARIAL_ATTACKS",
+      "TECHNICAL_ATTACKS",
+      "ENHANCED_JAILBREAKS",
+      "CRITICAL_SCENARIOS",
+      "ADVANCED_TECHNIQUES",
+      "EXTREME_SCENARIOS",
+      "JAILBREAK_PROMPTS_Aditya",
+      "ARMAAN_KEY_ATTACK",
+      "MULTILINGUAL_PROMPTS",
+      "ARMAAN_MULTILINGUAL_PROMPTS",
+      "multi_lang",
+      "LANGUAGE_BASED_PROMPTS_JIYA",
+      "SKELETON_KEY_ATTACKS",
+      "COMBINATION_ATTACKS",
+      "REFUSAL_SUPPRESSION_ATTACKS",
+      "AFFIRMATIVE_FORCING_ATTACKS",
+      "ROLEPLAY_PERSONA_ATTACKS",
+      "MANY_SHOT_ATTACKS",
+      "BEST_OF_N_SEMANTIC_ATTACKS",
+      "JAILBREAK_ATTACKS",
+      "PROMPT_INJECTION_ATTACKS",
+      "LOGIC_TRAP_ATTACKS",
+      "ADVERSARIAL_CREATIVE_ATTACK",
+      "CHAIN_OF_THOUGHT_ATTACKS",
+      "SOCIAL_ENGINEERING_SIMULATION",
+      "AMBIGUOUS_LANGUAGE_SIMULATION",
+      "MULTI_TURN_PERSISTENCE_SIMULATION",
+      "ADVANCED_HIGH_FIDELITY_SIMULATION",
+      "PERSUASIVE_ARGUMENT_SIMULATION",
+      "PHILOSOPHICAL_TRAP_ATTACKS",
+      "CONSISTENCY_EXPLOIT_ATTACKS",
+      "FALSE_PREMISE_ATTACKS",
+      "REDUCTIO_ATTACKS",
+      "META_REASONING_ATTACKS",
+      "OBFUSCATION_ATTACKS",
+      "PERSONA_ATTACKS"
+    ]
+  },
+  "test_metrics": {
+    "f1": 0.9808,
+    "fpr": 0.0096,
+    "tpr": 0.9716
+  }
+}

scaler.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a0523e04a2d0e46de7b9f431b50a8fbd49c069e281853f27ea69363d88307339
+size 10119

xgb_threshold.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:98a362bc6e7601f3b4b7d041f278e9780d43cbd16ddb0fc625e5ec59871e0ef0
+size 117

zeroday.faiss

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fb484fa9612faadf425d92aa72fabf5657d98b8ecac6b7375a9111458c25d575
+size 12911661

zeroday_meta.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e65fccfc9f92461e998b72c2387f710b4d7dd7e4b0931c50f173b1ace7902cae
+size 5050003