Protect AI
Protect AI is dedicated to enhancing the security of machine learning (ML) and artificial intelligence (AI) applications. Their open-source software (OSS) portfolio includes a variety of tools designed to protect against vulnerabilities and attacks in AI systems.
Key Features:
- Protection against Model Serialization Attacks: Safeguards models from unauthorized access and manipulation.
- Secure Jupyter Notebooks: Provides a secure environment for experimentation and development in Jupyter Notebooks.
- Security Toolkit for LLM Interactions: A comprehensive toolkit for securing interactions with large language models (LLMs).
- LLM Prompt Injection Detector: Detects and mitigates prompt injection attacks on LLMs.
- AI/ML Exploits Collection: A repository of real-world AI/ML exploits for responsibly disclosed vulnerabilities.
Benefits:
- Enhanced Security: Protects AI models and applications from various security threats.
- Open Source: All tools are available for free, promoting community collaboration and improvement.
- Wide Applicability: Suitable for engineers, security professionals, and ML practitioners.
Highlights:
- Active development with regular updates and community contributions.
- Focus on responsible AI practices and security research.