What is HiddenLayer?
HiddenLayer offers a comprehensive security platform designed to protect machine learning models. The platform safeguards enterprises against adversarial attacks on their AI, including inference, bypass, extraction attacks, and model theft.
HiddenLayer's approach is built on the MITRE ATLAS framework and focuses on providing real-time awareness of a model's health and attack surface without needing direct insight into the model or its training data. This unique, patent-pending solution helps organizations prevent sensitive data exposure, reverse-engineering of models, and ensure the overall trustworthiness of their AI's performance.
Features
- AI Detection & Response: Detect and respond to suspicious activity around your AI assets.
- Security Scan: Scan and discover your AI assets to keep them safe.
- Automated Reporting: Validate Security across enterprise AI models with comprehensive reporting.
Use Cases
- Protecting proprietary AI models from reverse-engineering.
- Securing algorithms against inference or poisoning attacks.
- Preventing sensitive training data from exposure.
- Ensuring the trustworthiness of model performance and outputs.
