Sergio Maffeis

APIRL: Deep Reinforcement Learning for REST API Fuzzing

REST APIs have become key components of web services. However, they often contain logic flaws resulting in server side errors or security vulnerabilities. HTTP requests are used as test cases to find and mitigate such issues. Existing methods to modify requests, including those using deep learning,…