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Release 18.7
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Vendor Profile

HiddenLayer

HiddenLayer

Model threat detection and runtime protection for enterprise AI deployments.

Last reviewed
2026-07-25
Website
hiddenlayer.com
Runtime ProtectionModel MonitoringAI Red TeamingThreat Detection

Company

HiddenLayer

Headquarters

Austin, Texas, United States

Founded

2019

Enterprise Focus

Model threat detection and runtime protection for enterprise AI systems.

Deployment Models

SaaS, Cloud, Hybrid

Supported Clouds

AWS, Microsoft Azure, Google Cloud, Multi-cloud

Target Customers

Security operations, AI platform teams, MLOps teams

Supported AI Models

LLMs, Traditional ML models, Custom models

Products

HiddenLayer AI Security PlatformModel ScannerRuntime Protection

Primary Use Cases

  • - Runtime protection
  • - Model threat detection
  • - Adversarial testing

Capabilities

Threat detectionRuntime monitoringAdversarial validationSecurity telemetry

Framework Mapping

MITRE ATLASNIST AI RMFOWASP LLM Top 10

Strengths

  • - Strong runtime security focus
  • - Detection-oriented architecture
  • - Useful for operational monitoring

Limitations

  • - Does not replace governance tooling
  • - Deployment design should account for telemetry volume

Official Sources

  • HiddenLayer Platform
  • HiddenLayer Model Scanner

Data Freshness

Last reviewed: 2026-07-25

This record is within the current 90-day review window.

Integrations

  • - SIEM
  • - Observability tools
  • - Security operations workflows

Commercial Profile

Enterprise subscription licensing.

Suitable for enterprises prioritizing runtime AI threat detection.

Enterprise Architecture

Usually placed in the runtime and monitoring layers around live AI interactions.

Users
→
CI/CD
→
HiddenLayer
→
Model Registry
→
LLM
→
Logging
→
SIEM

Research Links

Relevant Research

AI Runtime Protection: 2026 Market GuideAI Security Posture Management: 2026 Market GuideEnterprise AI Architecture EvolutionAI Red Teaming Platforms: 2026 Market GuideModel Security Platforms: 2026 Market Guide

Framework Articles

Vendor Intelligence Framework

Threat Intelligence

Top Enterprise AI Trends 2026

Learning Resources

NIST AI RMFISO/IEC 42001OWASP LLM Top 10MITRE ATLASCSA AI ControlsEU AI Act

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Observability, log analytics, and security operations for AI and non-AI services.

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SentinelOne

Autonomous endpoint protection and threat detection for enterprise environments.

Product names, logos and brands are property of their respective owners and are used for identification purposes only.

SAIS
SecureAIScore™
Assess. Download. Improve.

Executive-ready AI Security Assessment for teams that need clear scores, trustworthy reports, and a clean path from insight to action.

Release 18.7
Product
  • Assessment
  • Benchmark
  • Methodology
  • Pricing
  • Workspace
Company
  • Company
  • About
  • Contact
  • FAQ
  • Roadmap
Legal
  • Privacy Policy
  • Terms of Service
  • Cookie Policy
  • Release Notes
  • Documentation
For Yourself. For Your Team. For Your Enterprise.
© 2026 SecureAIScore™. All rights reserved.