An evaluation of seven LLM security tools on a new 500-prompt benchmark finds the ChatGPT-3.5-Turbo baseline unusable due to false positives and names Lakera Guard and ProtectAI LLM Guard the best overall tools.
https://learnprompting.org/docs/prompt_hacking/defensive_measures/ sandwich_defense, 2023
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Evaluating the efficacy of LLM Safety Solutions : The Palit Benchmark Dataset
An evaluation of seven LLM security tools on a new 500-prompt benchmark finds the ChatGPT-3.5-Turbo baseline unusable due to false positives and names Lakera Guard and ProtectAI LLM Guard the best overall tools.