Secure collaborative deep learning against GAN attacks in the internet of things

• Main Authors: CHEN, Zhenzhu, FU, Anmin, ZHANG, Yinghui, LIU, Zhe, ZENG, Fanjian, DENG, Robert H.
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2021
• Subjects: Information Security
• Online Access: https://ink.library.smu.edu.sg/sis_research/6681
• Institution: Singapore Management University

Deep learning makes the Internet-of-Things (IoT) devices more attractive, and in turn, IoT facilitates the resolution of the contradiction between data collection and privacy concerns. IoT devices with small-scale computing power can contribute to model training without sharing data in collaborative...