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cs.SD2022★ 1 cited
Transferability of Adversarial Attacks on Synthetic Speech Detection
Jiacheng Deng, Shunyi Chen, Li Dong +2
Synthetic speech detection is one of the most important research problems in audio security. Meanwhile, deep neural networks are vulnerable to adversarial attacks. Therefore, we es…
cs.SD2021★ 1 cited
Adversarial Example Devastation and Detection on Speech Recognition System by Adding Random Noise
Mingyu Dong, Diqun Yan, Yongkang Gong +1
An automatic speech recognition (ASR) system based on a deep neural network is vulnerable to attack by an adversarial example, especially if the command-dependent ASR fails. A defe…