HiddenLayer
by HiddenLayer, Inc.
Total AI Security
HiddenLayer is an enterprise AI security company whose AISec Platform protects machine learning models and AI applications across their lifecycle, from supply-chain scanning to runtime detection and adversarial red teaming.
At a Glance
- Category
- AI Security
- Pricing
- Enterprise, Custom pricing
- Target Market
- Enterprise
- Founded
- 2022
- Headquarters
- Austin, Texas, USA
Key Features
- ✓AI Discovery
Provides visibility into AI models and assets across enterprise environments to identify and eliminate shadow AI.
- ✓Model Scanner (AI Supply Chain Security)
Analyzes models for malware, vulnerabilities, backdoors, and unknown components before they reach production.
- ✓AI Runtime Security (Detection & Response)
Detects and responds to adversarial AI attacks in production without impacting model performance.
- ✓AI Attack Simulation (Automated Red Teaming)
Continuously simulates real-world AI attacks to uncover weaknesses and strengthen resilience early.
- ✓AI Guardrails
Enforces safe, compliant, and policy-aligned AI behavior across applications, models, and business units.
- ✓Agentic & MCP Security
Protects autonomous agents and MCP-based systems from prompt injection, unsafe tool use, and harmful autonomous actions.
Capabilities
Use Cases
- •Securing the AI/ML supply chain
Validate model integrity and scan for malware, backdoors, and vulnerabilities before deploying third-party or internal models.
- •Runtime adversarial attack defense
Monitor deployed AI systems and detect and respond to adversarial and prompt-based attacks in production.
- •Red teaming generative AI applications
Continuously stress-test AI and LLM systems against evolving attack techniques to find weaknesses proactively.
- •Discovering and governing shadow AI
Inventory AI assets across the enterprise to reduce risk from unmanaged or unknown models.
Ideal For
Best For
- ✓Enterprises deploying ML and generative AI models in production
- ✓Security teams securing the AI/ML supply chain
- ✓MLOps and AI teams needing model scanning and adversarial red teaming
Not Ideal For
- ✗Individual developers or small teams seeking free or low-cost tooling
Integrations
Deployment
Pricing
HiddenLayer does not publish public pricing; the AISec Platform is sold via enterprise sales (demo/contact-sales) and is also available through the AWS and Azure marketplaces.
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