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Gradient Inversion Attacks on Acoustic Signals: Revealing Security Risks in Audio Recognition Systems

With a greater emphasis on data confidentiality and legislation, distributed training and collaborative machine learning algorithms are being developed to protect sensitive private data. Gradient exchange has become a widely used practice in those multi-node machine learning systems. But with the ad…