OTora: A Unified Red Teaming Framework for Reasoning-Level Denial-of-Service in LLM Agents

Xinyu Li, Ronghui Mu, Lin Li +2

Large Language Models (LLMs) are increasingly deployed as autonomous agents that execute tool-augmented, multi-step tasks, where latency is a critical factor for real-world applica…