paper_type.json (323B)
1 { 2 "paper_type": "empirical", 3 "reason": "Proposes Label Disguise Defense (LDD) mechanism and validates it through controlled experiments across 9 models, reporting quantitative attack/defense performance metrics (accuracy drops), with the primary contribution being the experimental findings on defense effectiveness." 4 }