H

HiddenLayer

security
Enterprise platform for AI security across the model lifecycle, covering supply chain risk, runtime defense, posture management and automated red teaming.
ai-security model-protection posture
security
Category
Beginner
Difficulty
Active
Status
Web App
Type

What is HiddenLayer?

Discover how HiddenLayer can enhance your workflow

HiddenLayer focuses exclusively on protecting AI systems in production. The platform inventories models and dependencies, monitors behavior at runtime, and correlates attacks across data, model and application layers so security teams can triage quickly. Posture management highlights risky configs, leaked keys or weak controls, while supply chain checks look for tampering in models and datasets. Automated adversarial testing exercises prompts, inputs and environments to surface jailbreaks and extraction risks before release. Integrations route telemetry into existing SOC tools so AI threats are handled alongside endpoint and identity alerts. For regulated industries, HiddenLayer supports assessments and reporting to document control coverage for audits and vendor due diligence. Licensing is enterprise focused and sold by quote, and the product is available through partner marketplaces for customers standardizing procurement. Organizations adopt it when AI usage expands beyond pilots and requires the same governance and response rigor as other critical workloads.

Key Capabilities

What makes HiddenLayer powerful

Supply chain and assets

Build a unified view of models datasets and dependencies and flag tampering or risky baselines before release.

Implementation Level Professional

Runtime monitoring

Detect adversarial inputs and abuse patterns in production and trigger response playbooks.

Implementation Level Professional

Posture management

Enforce policies and surface misconfigurations keys and risky access across teams.

Implementation Level Intermediate

Automated red teaming

Continuously exercise prompts and environments to expose jailbreaks and leakage risks.

Implementation Level Intermediate

Key Features

What makes HiddenLayer stand out

  • Supply chain checks for models datasets and dependencies
  • Runtime monitoring for adversarial inputs and abuse
  • AI security posture management with policies and alerts
  • Automated red teaming and jailbreak testing
  • Dashboards and reports for audits and leadership
  • Integrations with SOC tools and marketplaces
  • Playbooks for response and hardening
  • Expert research backing and threat intel

Use Cases

How HiddenLayer can help you

  • Harden LLM apps against prompt injection
  • Detect model abuse or extraction attempts
  • Prove AI control coverage for audits
  • Monitor third party model supply chain risk
  • Run continuous adversarial tests pre release
  • Consolidate AI telemetry into SIEM
  • Standardize policies across business units
  • Educate teams on safe model operations

Perfect For

CISOs SOC leaders ML platform owners and compliance officers scaling AI in regulated or high risk environments

Tags

red-teaming enterprise security privacy protection

Plans & Pricing

Custom pricing

Get Started Update this tool

Visit official site for current pricing

Quick Information

Category security
Pricing Model Enterprise
Last Updated 3/19/2026

Compare HiddenLayer with Alternatives

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Frequently Asked Questions

How is HiddenLayer priced?
It is sold to enterprises by quote and is also available through partner marketplaces for standardized procurement.
Does it integrate with SOC tools?
Yes, telemetry and detections can flow into existing security consoles and workflows for unified response.
Can it help before launch?
Automated adversarial testing and posture checks surface weaknesses pre release to reduce incidents.
What compliance support exists?
Dashboards and reports help document controls and risk treatment for audits and due diligence.
Does it protect both predictive and generative AI?
The platform targets agentic generative and predictive applications across the lifecycle.

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