A privacy-preserving diffusion strategy over multitask networks

• Main Authors: Wang, Chengcheng, Tay, Wee Peng, Wang, Yuan, Wei, Ye
• Other Authors: School of Electrical and Electronic Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2020
• Subjects: Engineering::Electrical and electronic engineering; Distributed Strategies; Diffusion Strategies
• Online Access: https://hdl.handle.net/10356/138203
• Institution: Nanyang Technological University

We develop a privacy-preserving distributed strategy over multitask diffusion networks, where each agent is interested in not only improving its local inference performance via in-network cooperation, but also protecting its own individual task against privacy leakage. In the proposed strategy, at e...