paper_type.json (262B)
1 { 2 "paper_type": "empirical", 3 "reason": "Empirically demonstrates vulnerability in proprietary LLM fine-tuning interfaces through optimization attacks with quantitative success rates (65-82%) on Gemini models, primary contribution is experimental findings." 4 }