2026
Jailbreak Foundry: From Papers to Runnable Attacks for Reproducible Benchmarking
ICML 2026oral
Jailbreak techniques for large language models (LLMs) evolve faster than benchmarks, making robustness estimates stale and difficult to compare across papers due to drift in datasets, harnesses, and judging protocols. We introduce **JAILBREAK FOUNDRY (JBF)**, a system that addresses this gap via a m…