A privacy-preserving diffusion strategy over multitask networks

• المؤلفون الرئيسيون: Wang, Chengcheng, Tay, Wee Peng, Wang, Yuan, Wei, Ye
• مؤلفون آخرون: School of Electrical and Electronic Engineering
• التنسيق: Conference or Workshop Item
• اللغة: English
• منشور في: 2020
• الموضوعات: Engineering::Electrical and electronic engineering; Distributed Strategies; Diffusion Strategies
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/138203
• المؤسسة: 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...