paper_type.json (323B)
1 { 2 "paper_type": "empirical", 3 "reason": "The paper introduces auditing agents to detect adversarial fine-tuning and validates them experimentally with quantitative results (1400+ audits, 56.2% TPR across 8 attack types), making the primary contribution empirical findings rather than a benchmark dataset or framework." 4 }