| { |
| "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 |
| } |
| } |
