paper_type.json (266B)
1 { 2 "paper_type": "empirical", 3 "reason": "Primary contribution is quantitative experimental findings (AUROC metrics) comparing vulnerability of DPO vs PPO-aligned models to membership inference attacks, with a novel attack framework (PREMIA) as the methodology." 4 }