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(May 24)Biometric-based Two-level Secure Access Control for Implantable Medical Devices

Time: May 26, 2016

时间 地点
人物

Title:

Biometric-based  Two-level Secure Access Control for Implantable Medical Devices

Lecturer:

Prof.  DU Xiaojiang

Time:

16:00, May 24, 2016

Venue:

1012, New  Science & Technology Building, North Campus

Lecturer  Profile

Dr.  Xiaojiang (James) Du is a tenured associate professor in the Department of  Computer and Information Sciences at Temple University, Philadelphia, USA. Dr.  Du received his B.S. and M.S. degree in electrical engineering from Tsinghua  University, Beijing, China in 1996 and 1998, respectively. He received his M.S.  and Ph.D. degree in electrical engineering from the University of Maryland  College Park in 2002 and 2003, respectively. His research interests are  wireless communications, wireless networks, security, and systems. He has  authored over 180 journal and conference papers in these areas, as well as a  book published by Springer. Dr. Du has been awarded more than $5 million US dollars  research grants from the US National Science Foundation (NSF), Army Research  Office, Air Force, NASA, the State of Pennsylvania, and Amazon. He won the best  paper award at IEEE GLOBECOM 2014 and the best poster runner-up award at the  ACM MobiHoc 2014. He serves on the editorial boards of three international  journals. Dr. Du served as the lead Chair of the Communication and Information  Security Symposium of the IEEE International Communication Conference (ICC)  2015, and a Co-Chair of Mobile and Wireless Networks Track of IEEE Wireless  Communications and Networking Conference (WCNC) 2015. He is (was) a Technical  Program Committee (TPC) member of several premier ACM/IEEE conferences such as  INFOCOM (2007 - 2016), IM, NOMS, ICC, GLOBECOM, WCNC, BroadNet, and IPCCC. Dr.  Du is a Senior Member of IEEE and a Life Member of ACM.

Lecture  Abstract

Implantable  Medical Devices (IMDs) are widely used to treat chronic diseases. Nowadays,  many IMDs can wirelessly communicate with an outside programmer (reader).  However, the wireless access also introduces security concerns. An attacker may  get an IMD reader and gain access to a patient’s IMD. IMD security is an important issue since  attacks on IMDs may directly harm the patient. A number of research groups have  studied IMD security issues when the patient is in nonemergency situations.  However, these security schemes usually require the patient’ participation, and they may not work during  emergencies (e.g., when the patient is in comma) for various reasons. In this  paper, we propose a light-weight secure access control scheme for IMDs during  emergencies. Our scheme utilizes patient’s biometric information to prevent unauthorized  access to IMDs. The scheme consists of two levels: level 1 employs some basic  biometric information of the patient and it is lightweight; level 2 utilizes  patients’ iris data for authentication and it is very effective. We also make two  contributions in human iris verification: (1) we discover that it is possible  to perform iris verification by comparing partial iris data rather than the  entire iris data. This significantly reduces the overhead of iris verification,  which is critical for resource-limited IMDs. (2) we propose a novel two-step  scheme for iris verification, which further reduces the computation overhead.  We evaluate the performance of our schemes by using real iris data sets. Our  experimental results show that the secure access control scheme is very  effective and has small overhead (hence feasible for IMDs). Specifically, the  false acceptance rate (FAR) and false rejection rate (FRR) of our secure access  control scheme are close to 0.000% with suitable threshold, and the memory and  computation overheads are acceptable. Our analysis shows that the secure access  control scheme achieves strong security, while at the same time reduces  computation overhead by an average of 58%.

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