While biometric recognition has been wildly used, it brings and preserves the problem of privacy disclosure and the phenomenon of “isolated data island problem”. In this talk, I will introduce biometric applications in PingAn, basic concepts of Federated Learning and the federated learning applications in biometric fields to protect user privacy and raw data.
Dr. Xiao Jing is the Group Chief Scientist of Ping An Insurance (Group) Company of China, LTD. He received his PhD degree from School of Computer Science, Carnegie Mellon University, and has published over 70 academic papers and 90 granted US patents. Before joining Ping An, he worked as Principal Applied Scientist Lead in Microsoft Corp. and Manager of Algorithm Group in Epson Research and Development, Inc. Dr. Xiao started R&D in artificial intelligence and related fields since 1995, covering a broad range of application areas such as healthcare, autonomous driving, 3D printing and display, biometrics, web search, and finance. He is now leading research and development in AI-related technologies and their applications on finance, healthcare, and smart-city in Ping An.
Ping An Group