Built-In Security Detectors for Open-Weight AI Models

Detect cyber threats, unsafe code generation, cryptographic activity, and potential PII exposure using ready-to-use security detectors. WoolyAI monitors signals inside your models during inference, allowing you to detect risky behavior and alert or block generation before it reaches your applications and agents.

Security Detectors — Ready to Use. Built for Your Risks.

Cyber & Unsafe Code

Detect exploit generation, dangerous commands, and unsafe code across languages and execution formats.

Cryptography

Identify cryptographic operations, encryption and decryption-related behavior, and key-handling activity.

PII & Sensitive Data

Detect potential exposure of personal information, credentials, and other sensitive data.

Custom Security Detectors

Extend monitoring with detectors developed for your industry's requirements, proprietary data, and organization-specific risks.

All detectors use model-internal signals during inference and support configurable policies to observe, alert, or block.

Explore How Security Detectors Work →

Monitor Behavior with Built-In Security DetectorsWoolyAI includes ready-to-use detectors that identify code generation, cyber activity, cryptography, and sensitive-data risks from internal model signals—while the model is generating.
Enforce Your Organization's Security PoliciesDecide which model capabilities are allowed in your environment. Alert, restrict, or stop generation when monitored behavior crosses your security policy boundaries.
Monitor Models Without Sending Data to Another LLMWoolyAI analyzes internal model signals during inference, without relying on a separate judge LLM to inspect every prompt and response. Keep model monitoring within your own inference environment.

See How WoolyAI Secures Open-Weight Models. Watch WoolyAI monitor a live AI model, detect risky capabilities as they emerge, and enforce security policies before unwanted behavior reaches an agent's tools.