AI Model Security

AI models and customer-facing applications are increasingly targeted through prompt injection, jailbreaks, adversarial inputs, and output manipulation. Huco's AI Model Security practice protects your models and AI-powered applications with runtime defence at both the input and output layer, ensuring threats are blocked before they reach the model and harmful responses are filtered before they reach users. Pre-deployment red-teaming ensures vulnerabilities are identified and remediated before your customers ever encounter them.

• Bidirectional runtime protection: input filtering and output guardrails across all AI applications
• Prompt injection, jailbreak, and adversarial input detection and blocking
• PII and credential protection — sensitive data identified and masked before model processing
• Automated AI red-teaming to uncover model vulnerabilities before production deployment
• Continuous model behaviour monitoring for safety violations, drift, and policy compliance