A noise bifurcation architecture for linear additive physical functions

Proceedings of the 2014 IEEE International Symposium on Hardware-Oriented Security and Trust, HOST 2014

Volumn , Issue , 2014, Pages 124-129

  Mandel Yu, Meng Day ^a,b   M'Raihi, David ^a   Verbauwhede, Ingrid ^b   Devadas, Srinivas ^c  

^a Verayo Inc   (United States)

^b UNIVERSITY OF LEUVEN   (Belgium)

^c MASSACHUSETTS INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

Architecture; Authentication; Machine Learning; Physical Security; Side Channel

Indexed keywords

ARCHITECTURE; ARTIFICIAL INTELLIGENCE; AUTHENTICATION; CRYPTOGRAPHY; DIGITAL STORAGE; HARDWARE; LEARNING SYSTEMS;

ADDITIVE FUNCTION; AUTHENTICATION VERIFICATIONS; MANUFACTURING VARIATION; PHYSICAL FUNCTION; PHYSICAL SECURITY; PHYSICAL UNCLONABLE FUNCTIONS; SIDE CHANNEL ATTACK; SIDE-CHANNEL;

COMPUTER HARDWARE;

EID: 84905992397     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/HST.2014.6855582     Document Type: Conference Paper

References (19)

1. J. Delvaux, I. Verbauwhede, "Side Channel Modeling Attacks on 65nm Arbiter PUFs Exploiting CMOS Device Noise," IEEE International Symposium on Hardware-Oriented Security and Trust (HOST), 2013, pp. 137-142
2. J. Delvaux, I. Verbauwhede, "Fault Injection Modeling Attacks on 65nm Arbiter and RO Sum PUFs via Environmental Changes," IACR Cryptology ePrint, 2013: 619 (2013)
3. S. Devadas, "Non-networked RFlD PUF Authentication," US Patent Application 12/623,045, 2008, US Patent 8,683,210, 2014
4. B. Gassend, D. Clarke, M. van Dijk, S. Devadas, "Silicon Physical Random Functions," ACM Conference on Computer and Communication Security Conference (CCS), 2002
5. G. Hospodar, R. Maes, I. Verbauwhede, "Machine Learning Attacks on 65nm Arbiter PUFs: Accuracy Modeling Poses Strict Bounds on Usability," IEEE International Workshop on Information Forensics and Security (WIFS), 2012
6. M. Kearns, "Efficient Noise-Tolerant Learning form Statistical Queries," Journal of the ACM, 1998, vol. 45(6), pp. 983-1006
7. D. Lim, "Extracting Secret Keys from Integrated Circuits," Master's thesis, MIT, 2004
8. A. Mahmoud, U. Ruhrmair, M. Majzoobi, F. Koushanfar, "Combined Modeling and Side Channel Attacks on Strong PUFs," IACR Cryptology ePrint, 2013: 632 (2013)
9. M. Majzoobi, F. Koushanfar, M. Potkonjak, "Testing Techniques for Hardware Security," IEEE International Test Conference (ITC), 2008
10. M. Majzoobi, F. Koushanfar, M. Potkonjak, "Lightweight Secure PUF," International Conference on Computer Aided Design, 2008
11. [II] M. Majzoobi, M. Rostami, F. Koushanfar, D. Wallach, S. Devadas, "SlenderPUF: A Lightweight, Robust and Secure Strong PUF by Substring Matching," IEEE International Workshop on Trustworthy Embedded Devices (TrustED), 2012
12. E. Oztiirk, G. Hammouri, B. Sunar, "Towards Robust Low Cost Authentication for Pervasive Devices," International Conference on Pervasive Computing and Communications (PerCom), 2008
13. M. Reidmiller, H. Braun, "A Direct Adaptive Method for Faster Backpropagation Learning: The RPROP Algorithm," IEEE International Conference on Neural Networks, 1993
14. U. Ruhrmair, F. Sehnke, J. Solter, G. Dror, S. Devadas, J. Schmidhuber, "Modeling Attacks on Physical Unclonable Functions," ACM Conference on Computer and Communication Security (CCS), 2010
15. U. Ruhrmair, J. Solter, F. Sehnke, X. Xu, A. Mahmoud, V. Stoyanova, G. Dror, J. Schmidhuber, W. Burleson, S. Devadas, "PUF Modeling Attacks on Simulated and Silicon Data," IEEE Transactions on Information Forensics and Security (TIFS), 2013, vol. 8( 1 1), pp. 1876- 1891
16. U. Ruhrmair, X. Xu, J. Solter, A. Mahmoud, F. Koushanfar, W. Burleson, "Power and Timing Side Channels for PUFs and their Efficient Exploitation," IACR Cryptology ePrint, 2013: 85 1 (2013)
17. G. Suh, S. Devadas, "Physical Unclonable Functions for Device Authentication and Secret Key Generation," Design Automation Conference (DAC), 2007, pp. 9-14
18. M. Yu, D. M'Ralhi, R. Sowell, S. Devadas, "Lightweight and Secure PUF Key Storage Using Limits of Machine Learning," Workshop on Cryptographic Hardware and Embedded Systems (CHES), 20 II, LNCS vol. 69 17, pp. 358-373
19. M. Yu, R. Sowell, A. Singh, D. M'Raihi, S. Devadas, "Performance Metrics and Empirical Results of a PUF Cryptographic Key Generation ASIC," IEEE International Symposium on Hardware-Oriented Security and Trust (HOST), 2012.