Mario Rodrguez Bjar

FunFuzz introduces a multi-island evolutionary fuzzing framework that uses LLMs to generate structured inputs, achieving superior compiler coverage and discovering more unique failures compared to existing LLM-driven fuzzers.

ContextualJailbreak introduces an evolutionary red-teaming strategy that performs automated search over simulated multi-turn primed dialogues, achieving high jailbreak rates across multiple state-of-the-art LLMs.