Resk-LLM is a new open-source Python toolkit designed to enhance the security of Large Language Model (LLM) applications. It provides 11 different threat detectors within a single FastAPI middleware, offering protection against common attacks such as prompt injection, jailbreaking, and data leakage. The toolkit can be installed via pip and integrated into existing Python projects, with options for blocking threats in real-time or logging them for analysis. For advanced security, Resk-LLM can be combined with resk-logits, a GPU-accelerated component that filters dangerous tokens during the model's generation phase. AI
IMPACT Enhances security for Python-based LLM applications by providing readily available threat detection.
RANK_REASON This is a new open-source toolkit release for LLM security, not a frontier model release or significant industry event.
- FastAPI
- GitHub
- Python
- Python Package Index
- PyTorch
- resk.fr
- Resk-LLM
- resk-logits
- RESKSecurityMiddleware
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