Multi-layer protection against adversarial inputs that hijack agent behavior. Prompt injection is the #1 attack vector against AI systems. We build defense in depth.
injection detection
successful attacks in production
defense updates
attack patterns tested
Pre-processing layer that detects and neutralizes injection attempts before they reach the model. Pattern matching, encoding analysis, structural validation.
System prompts that resist override attempts. Layered instruction architecture where user input cannot supersede system directives.
Post-processing checks that detect when an agent has been compromised. Behavioral anomaly detection on agent outputs.
Hidden markers in system prompts that trigger alerts if extracted or repeated. Early warning system for injection attacks.
Regular adversarial testing of your agent systems. We attack your agents with the latest injection techniques before real adversaries do.
Continuous monitoring of new injection techniques. We update defenses as the threat landscape evolves.