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University of Maryland College Park, Indian Institute of Technology Delhi, Indraprastha Institute of Information Technology Delhi, Jaypee Institute of Information Technology Noida
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State-of-the-art Large Audio Language Models are surprisingly vulnerable to hallucination attacks, with success rates as high as 95%, revealing a critical reliability gap masked by standard benchmarks.