Yi Liu receivedbachelor's and master's degrees from National University of Defense Technology, China, in 2011 and 2014, respectively. He received a Ph.D. degree in information and communication engineering from National University of Defense Technology in 2018. He is currently a lecturer in National University of Defense Technology. His main research interests include information security, federated learning and blockchain technology.