Last updated 06-28-2026
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HiddenLayer
HiddenLayer is an enterprise security platform for protecting agentic, generative, and predictive AI across the full lifecycle. It helps security and ML teams discover shadow AI, validate model supply chains before deployment, simulate adversarial attacks, and monitor production systems for threats in real time. The platform targets CISOs, AI leaders, and developers at large enterprises and government agencies that need to adopt AI without taking on unmanaged risk.
The company was founded by security researchers who uncovered the first AI-specific malware. Its platform is backed by patented technology and an active research program that has disclosed more than 100 CVEs. Deployments are model-agnostic and agentless, meaning teams can roll out protection without handing over proprietary weights, prompts, or training data.
Financial services firms use HiddenLayer to secure fraud detection, trading, and customer-facing models under strict regulatory pressure. Technology companies run it across cloud platforms, data pipelines, and MLOps workflows. Federal agencies rely on it for mission-critical agentic and generative systems where assurance and compliance are non-negotiable.
Four modules span discovery, supply chain checks, attack simulation, and runtime defense
Scans models for malware, backdoors, and bad dependencies before production
Continuous red-team simulations against agentic and generative apps
Deploys without needing your weights, prompts, or training data
Hooks into AWS, Azure, GCP, Databricks, GitHub, and major SIEM tools
Real-time guardrails block prompt injection, leakage, and rogue agent actions
Professional Services team runs dedicated red-team engagements on request
Deploys without requiring access to proprietary model weights, prompts, or training data.
Covers discovery, supply chain validation, red teaming, and runtime monitoring in one platform.
Integrates with Databricks, AWS, Azure, GCP, and SIEMs including Splunk and Microsoft Sentinel.
Research team has disclosed more than 100 CVEs and holds 100+ patents in AI security.
No public pricing or self-serve signup; enterprise access requires booking a demo.
Standard product demos use simulated examples rather than live testing on your systems.
Focused on enterprise and government buyers, not individual developers or small teams.
Does HiddenLayer have a free plan?
HiddenLayer does not list a free tier or self-serve signup on its website. Access starts with booking a demo through the contact form, and pricing is handled through enterprise sales rather than public plan pages.
Can HiddenLayer integrate with our current security stack?
Yes. HiddenLayer integrates natively with Databricks, AWS, Azure, GCP, and SIEMs like Splunk and Microsoft Sentinel. The platform also ships pre-built connectors for CI/CD, MLOps, data pipelines, and API gateways.
Do I need existing AI systems deployed to use HiddenLayer?
Not necessarily. HiddenLayer can help organizations assess risk and plan secure AI adoption even when initiatives are still in early development, according to its contact page FAQ.
Does the HiddenLayer demo include live red teaming?
No. HiddenLayer demos provide an overview of capabilities with simulated examples. Live vulnerability testing is available through a dedicated Red Team engagement with the company's AI Security Services team.
How long does a HiddenLayer demo take?
Most HiddenLayer demos run 30 to 45 minutes, including time for questions about your environment and security objectives, according to the contact page.
What types of AI does HiddenLayer protect?
HiddenLayer secures agentic, generative, and predictive AI applications across the entire lifecycle. Platform modules cover AI discovery, supply chain security, attack simulation, and runtime security for production workloads.