Protect AI

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.