Description
Book SynopsisGain a solid understanding of how information theoretic approaches can inform the design of more secure information systems and networks with this authoritative text. With a particular focus on theoretical models and analytical results, leading researchers show how techniques derived from the principles of source and channel coding can provide new ways of addressing issues of data security, embedded security, privacy, and authentication in modern information systems. A wide range of wireless and cyber-physical systems is considered, including 5G cellular networks, the Tactile Internet, biometric identification systems, online data repositories, and smart electricity grids. This is an invaluable guide for both researchers and graduate students working in communications engineering, and industry practitioners and regulators interested in improving security in the next generation of information systems.
Table of ContentsPart I. Theoretical Foundations: 1. Effective secrecy: reliability, confusion and stealth Jie Hou, Gerhard Kramer and Matthieu Bloch; 2. Error free perfect secrecy systems Siu-Wai Ho, Terence Chan, Alex Grant and Chinthani Uduwerelle; 3. Secure source coding Paul Cuff and Curt Schieler; 4. Networked secure source coding Kittipong Kittichokechai, Tobias J. Oechtering and Mikael Skoglund; Part II. Secure Communication: 5. Secrecy rate Maximization in Gaussian MIMO wiretap channels Sergey Loyka and Charalambos D. Charalambous; 6. MIMO wire-tap channels Mohamed Nafea and Aylin Yener; 7. MISO wiretap channel with strictly causal CSI: a topological viewpoint Zohaib Hassan Awan and Aydin Sezgin; 8. Physical layer security with delayed, hybrid and alternating channel state knowledge Pritam Mukherjee, Ravi Tandon and Sennur Ulukus; 9. Stochastic orders, alignments, and ergodic secrecy capacity Pin-Hsun Lin and Eduard A. Jorswieck; 10. The discrete memoryless arbitrarily varying wiretap channel Janis Notzel, Moritz Wiese and Holger Boche; 11. Super-activation as a unique feature of secure communication over arbitrarily varying channels Rafael F. Schaefer, Holger Boche and H. Vincent Poor; Part III. Secret Key Generation and Authentication: 12. Multiple secret key generation: information theoretic models and key capacity regions Huishuai Zhang, Yingbin Liang, Lifeng Lai and Shlomo Shamai (Shitz); 13. Secret key generation for physical unclonable functions Michael Pehl, Matthias Hiller and Georg Sigl; 14. Wireless physical layer authentication for the Internet of Things Gianluca Caparra, Marco Centenaro, Nicola Laurenti, Stefano Tomasin and Lorenzo Vangelista; Part IV. Data Systems and Related Applications: 15. Information theoretic analysis of the performance of biometric authentication systems Tanya Ignatenko and Frans M. J. Willems; 16. Joint privacy and security of multiple biometric systems Adina Goldberg and Stark C. Draper; 17. Information-theoretic approaches to privacy-preserving information access and dissemination Giulia Fanti and Kannan Ramchandran; 18. Privacy in the smart grid: information, control and games H. Vincent Poor; 19. Security in distributed storage systems Salim El Rouayheb, Sreechakra Goparaju and Kannan Ramchandran.
