Protect AI is a specialized cybersecurity platform designed to protect artificial intelligence and machine learning applications from unique vulnerabilities. Created for developers, enterprise security teams, and data scientists, the platform provides a unified suite of tools to defend against emerging AI-specific threats, such as prompt injection, data poisoning, and model manipulation. By integrating directly into existing development pipelines, Protect AI scans machine learning models and open-source packages to detect security risks before they reach production. The system offers visibility into the entire AI lifecycle, allowing organizations to maintain compliance and establish robust governance over their deployed models. Rather than relying on traditional software security measures, which often fail to address the nuances of neural networks, Protect AI focuses specifically on the integrity of machine learning assets. Through continuous monitoring and threat detection, the platform helps businesses safeguard their proprietary algorithms and sensitive data, ensuring that artificial intelligence systems remain reliable and secure.
Problem: Enterprise companies deploy third-party models that may contain hidden malicious scripts.
Solution: Scans model weights to identify potential malware, data poisoning, or injection vulnerabilities.
Example: A bank scans a public Hugging Face model for vulnerabilities before hosting it on internal servers.
Problem: Live conversational applications can be manipulated using advanced prompt injection techniques.
Solution: Monitors real-time chatbot interactions to detect and block malicious inputs.
Example: A health platform screens chatbot queries to ensure no restricted personal data is extracted.
Problem: Manually testing enterprise models against adversarial prompts requires specialized security experts.
Solution: Uses automated systems to run adversarial attack simulations on deployed models.
Example: A retail agent runs continuous simulations to verify that pricing prompts cannot be manipulated.
Target audience: Best for: DevSecOps teams, Data scientists, Compliance officers
Pricing: Open Source · Categories: Developer Tools
Tags: AI, developer tools, Generative AI
Protect AI is a cybersecurity platform designed to protect artificial intelligence and machine learning systems. It helps developers, security engineers, and data scientists detect and remediate vulnerabilities like prompt injection, data poisoning, and model manipulation across the machine learning lifecycle.
Protect AI provides automated security analysis for model weights, vulnerability scanning for open-source packages, continuous runtime shields, and automated red-teaming simulations. It also incorporates bug bounty community verification to detect and block threats before and after models enter production.
Protect AI deploys continuous runtime protection shields that monitor live interactions with conversational tools and AI models. This system screens real-time inputs to catch and stop prompt injection attempts, preventing unauthorized parties from manipulating outputs or extracting sensitive proprietary information.
Protect AI is built specifically for DevSecOps teams, data scientists, and compliance officers. It serves organizations that build, train, or deploy machine learning models and need dedicated security tools to ensure compliance, maintain governance, and safeguard their algorithmic assets.
Protect AI offers tools based on an open-source model. Users can access and inspect its core security scanning and defense utilities to integrate automated model auditing and vulnerability checks into their development pipelines.