AI RESEARCH
Membership Inference Attacks against Large Audio Language Models
arXiv CS.AI
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ArXi:2603.28378v1 Announce Type: cross We present the first systematic Membership Inference Attack (MIA) evaluation of Large Audio Language Models (LALMs). As audio encodes non-semantic information, it induces severe train and test distribution shifts and can lead to spurious MIA performance.