MP-CLF: An effective model-preserving collaborative deep learning framework for mitigating data leakage under the GAN

• Main Authors: CHEN, Zhenzhu, WU, Jie, FU, Anmin, SU, Mang, DENG, Robert H.
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2023
• Subjects: Attack resistance; Blinding; Collaborative deep learning; GAN attack; Model privacy; Information Security
• Online Access: https://ink.library.smu.edu.sg/sis_research/8556
• Institution: Singapore Management University

The development of Internet of Things (IoT) communication technology has accelerated the data transmission between IoT devices, thus facilitating collaborative data processing based on the cloud, such as collaborative deep learning. The collaborative deep learning framework allows local devices to c...