Matching Code to Runtime with BERT

Yosi Shamenzon Yosi Shamenzon
Language: English
The presentation was given on 2025.01.29 at PyData @Apiiro.

Cloud traffic sniffing tools monitor traffic between services, aiming to uncover vulnerabilities. Matching this traffic to the API corresponding controllers detected in the code is challenging and crucial. This presentation will introduce an approach to achieving this match using the BERT language model with meaningful preprocessing steps.