EchoGuard: An Agentic Framework with Knowledge-Graph Memory for Detecting Manipulative Communication in Longitudinal Dialogue
Paper • Mar 4, 2026 • arXiv • Ratna Kandala, Niva Manchanda, Akshata Kishore Moharir, Ananth Kandala
Detecting deceptive or manipulative intent across long-term interactions is a major blind spot for standard stateless LLMs. The authors introduce EchoGuard, an agentic framework that utilizes a per...