HiddenLayer
Free tierThe most comprehensive security platform for AI
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HiddenLayer – Technical Overview
HiddenLayer is an enterprise-grade AI security platform designed to protect machine learning models and AI systems across the full lifecycle. Built for integration into existing developer and security workflows, HiddenLayer offers a non-invasive AI Detection and Response (AIDR) solution that operates without requiring access to raw model weights or training data.
Core capabilities include:
- AI Discovery – Enumerate and inventory AI/ML assets across your environment
- AI Supply Chain Security – Detect threats introduced via third-party models, datasets, and dependencies
- Model Scanning – Static and behavioral analysis of ML models for embedded threats and vulnerabilities
- AI Attack Simulation & Red Teaming – Automated adversarial testing against deployed models
- AI Runtime Security – Real-time monitoring and threat detection during model inference
- AI Guardrails – Policy enforcement layers for model inputs and outputs
- Agentic and MCP Protection – Security controls for autonomous AI agents and Model Context Protocol (MCP) implementations
Integrations: AWS, Databricks, CI/CD pipelines, MLOps platforms, Data Pipelines, SIEM, and SOAR — enabling HiddenLayer to embed directly into existing DevSecOps and MLOps toolchains. Patented technology underpins core detection mechanisms.
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