Keynote at IWPE 2024 on Context-Aware Detection of Personal Data with LLMs

I presented an invited Keynote at the 2024 International Workshop on Privacy Engineering.

The talk describes a collaboration with Elena Vidyakina and Zihong Pi on finetuning an LLM model to classify personal and business names, e.g. the business owner’s name being mistakenly reported as the business’ name. This classification is especially tricky as it heavily depends on context, which might not be available during analysis, e.g. ”Baker” could refer to a surname or a profession.