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When Deep Learning Meets Differential Privacy: Privacy,Security, and More

Over the past decade, we have witnessed unprecedented development in deep learning (DL) and its contributions to modern networking systems. Along with its wide adoption, however, are growing concerns over the broad attack surfaces toward learning systems and the intrinsic vulnerabilities on privacy,

When Deep Learning Meets Differential Privacy: Privacy,Security, and More - Image

Over the past decade, we have witnessed unprecedented development in deep learning (DL) and its contributions to modern networking systems. Along with its wide adoption, however, are growing concerns over the broad attack surfaces toward learning systems and the intrinsic vulnerabilities on privacy,