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cs.SD2025
ALMGuard: Safety Shortcuts and Where to Find Them as Guardrails for Audio-Language Models
Weifei Jin, Yuxin Cao, Junjie Su +5
Recent advances in Audio-Language Models (ALMs) have significantly improved multimodal understanding capabilities. However, the introduction of the audio modality also brings new a…
cs.SD2025
Boosting the Transferability of Audio Adversarial Examples with Acoustic Representation Optimization
Weifei Jin, Junjie Su, Hejia Wang +2
With the widespread application of automatic speech recognition (ASR) systems, their vulnerability to adversarial attacks has been extensively studied. However, most existing adver…
cs.SD2024
Towards Evaluating the Robustness of Automatic Speech Recognition Systems via Audio Style Transfer
Weifei Jin, Yuxin Cao, Junjie Su +5
In light of the widespread application of Automatic Speech Recognition (ASR) systems, their security concerns have received much more attention than ever before, primarily due to t…