{"data":{"full_name":"brian-lou/Training-Data-Extraction-Attack-on-LLMs","name":"Training-Data-Extraction-Attack-on-LLMs","description":"This project explores training data extraction attacks on the LLaMa 7B, GPT-2XL, and GPT-2-IMDB models to discover memorized content using perplexity, perturbation scoring metrics, and large scale search queries.","stars":15.0,"forks":4.0,"language":"Python","license":"MIT","archived":0.0,"subcategory":"membership-inference-attacks","last_pushed_at":"2023-06-15T06:45:09+00:00","pypi_package":null,"npm_package":null,"downloads_monthly":0.0,"dependency_count":0.0,"commits_30d":null,"reverse_dep_count":0.0,"maintenance_score":0.0,"adoption_score":6.0,"maturity_score":16.0,"community_score":15.0,"quality_score":37.0,"quality_tier":"emerging","risk_flags":"['stale_6m', 'no_package', 'no_dependents']"},"meta":{"timestamp":"2026-04-11T00:07:07.047275+00:00"}}