Structural Representations for Cross-Attack Generalization in AI Agent Threat Detection

Vignesh Iyer

Autonomous AI agents executing multi-step tool sequences face semantic attacks that manifest in behavioral traces rather than isolated prompts. A critical challenge is cross-attack…