Temporal Context Awareness: A Defense Framework Against Multi-turn Manipulation Attacks on Large Language Models

Prashant Kulkarni, Assaf Namer

Large Language Models (LLMs) are increasingly vulnerable to sophisticated multi-turn manipulation attacks, where adversaries strategically build context through seemingly benign co…