paper_type.json (291B)
1 { 2 "paper_type": "empirical", 3 "reason": "Proposes ICON defense mechanism and reports quantitative experimental results (0.4% ASR, 10% UA improvement, generalization rates) across multiple benchmarks and LLM backbones, with primary contribution being empirical validation of the method." 4 }