most citedThe Gradient Puppeteer: Adversarial Domination in Gradient Leakage Attacks through Model Poisoning

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cs.SD2026

Never Stop Speaking: a Denial-of-Service Attack on End-to-End Speech Language Models

Shuozhe Cheng, Kunlan Xiang, Mingxuan Li +3

Many studies have shown that specially crafted inputs can induce large language models (LLMs) to generate excessively long outputs, resulting in significant computational overhead…