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HiddenLayer

Enterprisetrending #3Enterprise Security & Guardrails

Enterprise platform for ML model security: scanning, detection, and response for AI assets.

Last verified 2026-07-20

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tl;dr

  • HiddenLayer — Enterprise platform for ML model security: scanning, detection, and response for AI assets.
  • Category: Enterprise Security & Guardrails.
  • Covers: NIST AI RMF, MITRE ATLAS, SOC 2.
  • Pricing model: Enterprise.

overview

HiddenLayer secures the machine-learning supply chain itself: scanning model artifacts for embedded malware and backdoors, detecting adversarial attacks against deployed models, and providing MLDR (machine learning detection and response) for enterprise AI estates — model-level security that complements prompt-level guardrails.

- Model artifact scanning for tampering and malware - Adversarial attack detection at inference time - AI asset discovery and inventory - Integrations with enterprise SOC workflows

core features

  • Model artifact scanning for tampering and malware
  • Adversarial attack detection at inference time
  • AI asset discovery and inventory
  • Integrations with enterprise SOC workflows

target frameworks

NIST AI RMFMITRE ATLAS

pricing

Enterprise

compliance badges

SOC 2

website

hiddenlayer.com

last verified

2026-07-20

faq

HiddenLayer — frequently asked questions

What is HiddenLayer?
HiddenLayer secures the machine-learning supply chain itself: scanning model artifacts for embedded malware and backdoors, detecting adversarial attacks against deployed models, and providing MLDR (machine learning detection and response) for enterprise AI estates — model-level security that complements prompt-level guardrails.
Which compliance frameworks does HiddenLayer support?
HiddenLayer addresses NIST AI RMF, MITRE ATLAS, SOC 2. Check the vendor site for the latest scope and any region-specific certifications.
How much does HiddenLayer cost?
HiddenLayer is sold as an enterprise product with custom pricing. Contact the vendor at https://hiddenlayer.com for a quote.
Who is HiddenLayer for?
Teams working on enterprise security & guardrails — particularly those that need to evidence NIST AI RMF, MITRE ATLAS, SOC 2 controls.

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