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   Hush-Up Adversarial Perturbation Attacks against Watchdogs in Distributed LLM Inference

   Research · since 3 Nov 2026

   Researchers introduced Hush-Up, a stealthy availability attack exploiting tolerance bounds in decentralized large language model inference verification. The paper demonstrates how malicious workers can execute availability attacks while avoiding detection mechanisms.

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