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20242026
most citedPII-Scope: A Comprehensive Study on Training Data PII Extraction Attacks in LLMs

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cs.LG2025

PrivacyScalpel: Enhancing LLM Privacy via Interpretable Feature Intervention with Sparse Autoencoders

Ahmed Frikha, Muhammad Reza Ar Razi, Krishna Kanth Nakka +3

Large Language Models (LLMs) have demonstrated remarkable capabilities in natural language processing but also pose significant privacy risks by memorizing and leaking Personally I…