LLMs and Fuzzers: A Complementary Approach to Bug Discovery
Google Project Zero analyzed how LLM-based systems (BigSleep) compare to traditional generative fuzzers (Fuzzilli) in finding V8 JavaScript engine vulnerabilities. Over six months, both methods independently discovered unique bugs, with an estimated overlap of approximately 25-60%.