HiddenLayer AISec Platform

HiddenLayer's AISec Platform provides comprehensive security for AI systems across the entire machine learning lifecycle from development through production. The platform's flagship capability is the world's first Machine Learning Detection & Response (MLDR) solution that automatically detects and prevents sophisticated cyberattacks targeting ML-powered systems. Unlike competing solutions requiring access to raw data, algorithms, or model internals, HiddenLayer's non-invasive approach analyzes model interactions—observing inputs and outputs—to identify malicious patterns without compromising intellectual property, model privacy, or requiring workflow changes.

AISec Platform 2.0 introduces Model Genealogy that tracks complete model lineage and evolution throughout development, enabling security teams to understand provenance, identify inherited vulnerabilities, and trace impact across versions. The comprehensive AI Bill of Materials (AIBOM) automatically catalogs all components, dependencies, libraries, frameworks, and datasets, providing complete AI supply chain visibility. HiddenLayer protects against the full spectrum of adversarial ML attacks including inference attacks, bypass attempts, extraction attacks, jailbreaking, model poisoning, and data poisoning, while conducting vulnerability scanning before deployment and continuously monitoring runtime behavior for anomalies.

The platform integrates seamlessly with TensorFlow, PyTorch, and scikit-learn, supporting deployment across AWS, Azure, and GCP through all three major cloud marketplaces. HiddenLayer is exclusively selected by Microsoft as the sole scanning tool in Azure AI Studio catalog and has achieved SOC 2 Type II certification with NIST alignment and FedRAMP support. The company won RSA Conference's 2024 Innovation Sandbox as "Most Innovative Startup" and has been recognized by Gartner as a Cool Vendor for AI Security.