HiddenLayer
TMT
Model detection and response (MDR) for AI model protection.
Tier 3
Adoption
Tier 3
Recognition
Tier 2
Security
Tier 3
Reliability
About
HiddenLayer Product Summary
Overview
HiddenLayer is a Model Detection and Response (MDR) platform designed to protect AI systems across their entire lifecycle. The platform provides comprehensive security for AI models, pipelines, and agentic workflows by combining discovery, hardening, testing, and runtime defense capabilities. Built specifically for AI security threats rather than adapted from traditional cybersecurity tools, HiddenLayer enables enterprises to deploy AI safely without sacrificing speed or innovation.
The platform is model-agnostic, agentless, and requires zero access to training data, allowing deployment across any architecture while protecting intellectual property, model weights, prompts, and customer data.
Key Features
AI Discovery
- Gain visibility into AI assets across all environments
- Automatically build a living inventory of AI systems
- Eliminate shadow AI (unapproved or untracked deployments)
AI Supply Chain Security
- Validate model integrity before deployment
- Secure AI models through supply chain verification
- Detect malicious models, backdoored weights, and vulnerable dependencies
AI Runtime Security
- Detect and respond to AI attacks in production
- Monitor behavior without impacting performance
- Prevent prompt injection, data leakage, and unsafe AI behavior in real time
AI Attack Simulation
- Simulate real-world AI attacks continuously
- Uncover weaknesses early through adversarial testing
- Strengthen system resilience through red teaming
Model Scanning
- Analyze models for malware, vulnerabilities, and backdoors
- Identify unknown components before production deployment
AI Guardrails