A review on speaker audio attack and defense technologies
This study reviews recent advances in speaker audio attack and defense technologies.As speaker audio attacks have become serious threats to the security of voice applications,we focus on speaker audio attacks that target applications based on the three audio models,WaveNet,Transformer and GAN,and analyze the audio attack technologies based on them.We divide the audio defense technologies into three categories based on the attacks target:basic audio attacks,replay attacks and deep forgery attacks.We systematically expound the latest studies on speaker audio attack and defense technologies,analyze and compare the advantages and disadvantages of each algorithm under different conditions,and introduce the commonly used data sets of audio technologies.Finally,we provide certain issues that need urgent attention and research for speaker audio attack and defense technologies.
万方数据
维普
