南京大学计算机软件新技术国家重点实验室
摘 要:
While
mobile devices have gone through several generations of technology evolution,
corresponding authentication mechanisms have begun to move away from relying
solely on PINs/passwords to depending more on biometrics. For example, voice
biometrics is now becoming a standard authentication method on a mobile device
to provide user to device authentication as well as to support a growing range
of mobile applications, such as e-commerce and mobile banking. However, current
mobile voice authentications are susceptible to spoofing attacks. For instance,
Android’s voice login is vulnerable to replay attacks and Google advises users
on the vulnerability of their voice logins by displaying a popup message ”... a
recording of your voice could unlock your device.” In our work, we propose to
explore human physiology to discover new biometric traits associated with the
human speech production system to enhance mobile voice authentication. In
particular, we discover two types of biometric traits in the human speech
production system: (1) phoneme sound origin, and (2) articulatory gesture. We
take a mobile sensing approach that exploits the rich sensing capability of the
mobile devices to capture such new biometric traits of a user for enhanced
security. The proposed research could shape our understanding of voice
authentication on mobile devices by considering new biometrics and the rich
sensing capability of mobile devices.
报告人简介:
Jie Yang
received his Ph.D. degree in Computer Engineering from Stevens Institute of
Technology in 2012. He is currently an assistant professor in the Department of
Computer Science at Florida State University. His research interests include
cybersecurity and mobile computing, with an emphasis on user and device
authentication, wireless security, location systems, mobile healthcare and
vehicular applications. He is the recipient of the Best Paper Award from IEEE
Conference on Communications and Network Security (CNS) 2014 and the Best Paper
Award from ACM MobiCom 2011. His research has received
wide press coverage including MIT Technology Review, The Wall Street Journal,
NPR, CNET News, and Yahoo News. He is a member of the IEEE.
时间:4月16日 16:00-17:00
地点:计算机科学技术楼229室
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