paper_type.json (284B)
1 { 2 "paper_type": "empirical", 3 "reason": "Primary contribution is quantitative experimental evaluation of prompt injection attacks across three LLMs with 1,000 scenarios, ablation studies, and a proposed defense framework validated to reduce attack success rate from 42% to 3.2%." 4 }