SydeLabs: Generative AI Threat Discovery and Real-Time Intent-Based Protection

An Intellyx Brain Candy Brief

SydeLabs is implementing a generative AI (genAI) security and risk management solution that delivers automated AI ‘red teaming’ (threat discovery) and real-time intent-based protection against AI-centric attacks.

The red teaming capability continually evaluates genAI deployments for common vulnerabilities like data leakage and policy violations.

SydeLabs’ intent-based protection acts as a prompt firewall that evaluates the user intent behind prompts to determine whether a particular prompt may be malicious.

The intent-based protection works on the prompt, session, and user levels, and is thus able to extract the context across multiple prompts or sessions to uncover malicious intent.

Both tools report threat scores that give operators the information they need to prioritize mitigation activities.

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