A privacy-preserving diffusion strategy over multitask networks

• Main Authors: Wang, Chengcheng, Tay, Wee Peng, Wang, Yuan, Wei, Ye
• 其他作者: School of Electrical and Electronic Engineering
• 格式: Conference or Workshop Item
• 語言: English
• 出版: 2020
• 主題: Engineering::Electrical and electronic engineering; Distributed Strategies; Diffusion Strategies
• 在線閱讀: https://hdl.handle.net/10356/138203
• 機構: 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...