Gate AI: LLM Security Benchmark Evaluation Methodology and Results

Ryle Goehausen, Marcus Sousa

Published evaluations of prompt-injection and jailbreak detectors for Large Language Models often suffer from two systematic weaknesses: per-dataset threshold tuning and undisclose…