Jaya Sriram Ganeshna

BertRLFuzzer: A BERT and Reinforcement Learning Based Fuzzer (Student Abstract)

We present a novel tool BertRLFuzzer, a BERT and Reinforcement Learning (RL) based fuzzer aimed at finding security vulnerabilities for Web applications. BertRLFuzzer works as follows: given a set of seed inputs, the fuzzer performs grammar-adhering and attack-provoking mutation operations on them t…