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HiddenLayer
AI Security
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HiddenLayer

The most comprehensive AI security platform providing model scanning, runtime defense, shadow AI discovery, and automated red teaming to protect enterprise ML models and autonomous agents.

Rating
0
Reviews
0
Upvotes
3 months ago
Listed
AI security
Model Scanning
Adversarial Defense
MLOps Security
Shadow AI Detection
LLM Guardrails
Prompt Injection Protection
Enterprise Security
Red Teaming
Agentic Security
Tool information
Provider
HiddenLayer
Platforms
Web
Cloud (AWS, Azure, GCP)
On-premise
Python SDK
Languages
English
API Available
Yes
Added to directory
3 months ago
Last updated
about 1 month ago
Rating
Not available
Pricing
Contact

About HiddenLayer

What the tool does and who it's for

HiddenLayer is an enterprise-grade AI security platform designed to protect machine learning models and autonomous agents throughout their entire lifecycle. It provides specialized defense mechanisms that traditional cybersecurity tools lack, such as detecting malicious code in model weights, preventing prompt injection, and stopping data leakage in real time. The platform features four primary pillars: AI Discovery for identifying shadow AI, Model Scanning for supply chain security across 35+ formats, Runtime Defense for live monitoring of adversarial attacks, and automated Red Teaming for continuous vulnerability testing. HiddenLayer is model-agnostic and non-invasive, meaning it does not require access to raw training data or proprietary model weights to provide protection.

Key capabilities

AI Discovery: Automatically identifies and inventories all AI assets across cloud, repositories, and endpoints to eliminate shadow AI.
Model Scanning: Scans over 35 model formats (PyTorch, TensorFlow, ONNX, etc.) for malware, backdoors, and serialization exploits.
Runtime Defense: Real-time monitoring and protection against adversarial attacks and inference manipulation without introducing latency.
AI Guardrails: Enforces policy-based controls to prevent prompt injection, data leakage, and unsafe AI behavior in production.
Agentic Security: Protects autonomous systems and tool-using AI from cross-system exploitation and risky multi-step behaviors.
Adversarial Red Teaming: Continuous, automated testing of AI systems using simulations aligned with the MITRE ATLAS framework.
AIBOM Generation: Automatically creates an AI Bill of Materials for scanned models, detailing components, datasets, and dependencies.
Seamless Integration: Native connectors for major MLOps stacks, CI/CD pipelines, SIEM/SOAR tools, and cloud platforms like AWS and Azure.

Pricing

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Enterprise

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  • Full AISec Platform access
  • AI Discovery & Inventory
  • Unlimited Model Scanning
  • Real-time Runtime Defense
  • Automated Red Teaming
  • Dedicated Support
  • SOC 2 Type II Compliance

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