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

Krishna Kanth Nakka, Ahmed Frikha, Ricardo Mendes +2

In this work, we introduce PII-Scope, a comprehensive benchmark designed to evaluate state-of-the-art methodologies for PII extraction attacks targeting LLMs across diverse threat…