LLMs outperform traditional methods at extracting personal information from profiles but prompt injection reduces their effectiveness to that of older techniques.
The text anonymization benchmark (tab): A dedicated cor- pus and evaluation framework for text anonymization
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Evaluating LLM-based Personal Information Extraction and Countermeasures
LLMs outperform traditional methods at extracting personal information from profiles but prompt injection reduces their effectiveness to that of older techniques.