Talk at PEPR 2024 on Automating Technical Privacy Reviews Using LLMs

I presented a peer-reviewed talk, together with Engin Bozdag, at the 2024 USENIX Conference on Privacy Engineering Practice and Respect.

The talk explored how Uber and Here Technologies have worked to improve efficiency of their review triage processes via automation. Large Language Models (LLMs) are suited to assess the completeness of technical documentation and classify a feature/project into high or low risk buckets, due to the textual representation of information and the models being trained on privacy and security concepts.