IBM X-Force's Vibe Fuzzing Talk: LLM-Guided Fuzzing with Graph Inputs and Program State

dyn___ · x · 2026-10-24

At OAIC 2026, Sam Lovejoy of IBM X-Force Offensive Research presented "Vibe Fuzzing," exploring how graph-based inputs, program state, and LLM guidance combine in an AI-guided fuzzing engine — and the tradeoffs behind the design. The full talk video is available.

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