Attacker's Noise Can Manipulate Your Audio-based LLM in the Real World

Vinu Sankar Sadasivan, Soheil Feizi, Rajiv Mathews +1

This paper investigates the real-world vulnerabilities of audio-based large language models (ALLMs), such as Qwen2-Audio. We first demonstrate that an adversary can craft stealthy…