Efficient power and timing side channels for physical unclonable functions

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 8731, Issue , 2014, Pages 476-492

  Rührmair, Ulrich ^a   Xu, Xiaolin ^a   Sölter, Jan ^c   Mahmoud, Ahmed ^a   Majzoobi, Mehrdad ^d   Koushanfar, Farinaz ^d   Burleson, Wayne ^b  

^a TECHNICAL UNIVERSITY OF MUNICH   (Germany)

^b UNIVERSITY OF MASSACHUSETTS   (United States)

^c FREIE UNIVERSITÄT BERLIN   (Germany)

^d RICE UNIVERSITY   (United States)

Author keywords

Hardware security; Machine learning; Modeling attacks; Physical unclonable functions (PUFs); Power side channel; Side channel attacks; Timing side channel

Indexed keywords

CLONE CELLS; HARDWARE SECURITY; LEARNING SYSTEMS; MACHINE LEARNING; TIMING CIRCUITS; EMBEDDED SYSTEMS;

EFFICIENT POWER; INVASIVE TECHNIQUES; MACHINE LEARNING APPROACHES; PHYSICAL ATTACKS; POLYNOMIAL COMPLEXITY; PRACTICAL USE; SIDE-CHANNEL; TIMING SIDE CHANNELS;

SIDE CHANNEL ATTACK;

EID: 84921514717     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-662-44709-3_26     Document Type: Article

References (31)

1. Bishop, C.M., Nasrabadi, N.M.: Pattern recognition and machine learning. Springer, New York (2006)
2. Delvaux, J., Verbauwhede, I.: Side channel modeling attacks on 65nm arbiter PUFs exploiting CMOS device noise. In: HOST (2013)
3. Delvaux, J., Verbauwhede, I.: Attacking PUF-Based Pattern Matching Key Generators via Helper Data Manipulation. IACR Cryptology ePrint Archive, Report 2013/566
4. Delvaux, J., Verbauwhede, I.: Key-recovery Attacks on Various RO PUF Constructions via Helper Data Manipulation. IACR Cryptology ePrint Archive, Report 2013/610
5. Delvaux, J., Verbauwhede, I.: Fault Injection Modeling Attacks on 65nm Arbiter and RO Sum PUFs via Environmental Changes. IACR Cryptology ePrint Archive, Report 2013/619
6. Devadas, S.: Physical unclonable functions and secure processors. In: Clavier, C., Gaj, K. (eds.) CHES 2009. LNCS, vol. 5747, pp. 65–65. Springer, Heidelberg (2009)
7. Gassend, B., Clarke, D., van Dijk, M., Devadas, S.: Silicon physical random functions. In: ACM Conference on Computer and Communications Security, pp. 148–160 (2002)
8. Helfmeier, C., Nedospasov, D., Boit, C., Seifert, J.-P.: Cloning Physically Unclonable Functions. In: HOST 2013 (2013)
9. Lim, D.: Extracting Secret Keys from Integrated Circuits. MSc Thesis, MIT (2004)
10. Majzoobi, M., Koushanfar, F., Devadas, S.: FPGA PUF using programmable delay lines. In: IEEEWorkshop Information Forensics and Security, WIFS (2010)
11. Majzoobi, M., Koushanfar, F., Potkonjak, M.: Lightweight Secure PUFs. In: ICCAD, pp. 607–673 (2008)
12. Majzoobi, M., Koushanfar, F., Potkonjak, M.: Testing techniques for hardware security. In: Proceedings of the International Test Conference (ITC), pp. 1–10 (2008)
13. Majzoobi, M., Koushanfar, F., Potkonjak, M.: Techniques for Design and Implementation of Secure Reconfigurable PUFs. ACM Trans. Reconfigurable Technology and Systems 2(1) (2009)
14. Majzoobi, M., Dyer, E., Elnably, A., Koushanfar, F.: Rapid FPGA Characterization using Clock Synthesis and Signal Sparsity. In: International Test Conference (ITC), pp. 1–10 (2010)
15. Majzoobi, M., Koushanfar, F.: Time-Bounded Authentication of FPGAs. IEEE Transactions on Information Forensics and Security (TIFS) 6(3), 1123–1135 (2011)
16. Rostami, M., Majzoobi, M., Koushanfar, F., Wallach, D., Devadas, S.: Robust and Reverse- Engineering Resilient PUF Authentication and Key-Exchange by Substring Matching. IEEE Transactions on Emerging Topics in Computing (2014)
17. Merli, D., Schuster, D., Stumpf, F., Sigl, G.: Side-Channel Analysis of PUFs and Fuzzy Extractors. In: McCune, J.M., Balacheff, B., Perrig, A., Sadeghi, A.-R., Sasse, A., Beres, Y. (eds.) Trust 2011. LNCS, vol. 6740, pp. 33–47. Springer, Heidelberg (2011)
18. Merli, D., Schuster, D., Stumpf, F., Sigl, G.: Semi-invasive EM attack on FPGA RO PUFs and countermeasures. In: ACM Workshop on Embedded Systems Security, WESS 2011 (2011)
19. Merli, D., Heyszl, J., Heinz, B., Schuster, D., Stumpf, F., Sigl, G.: Localized electromagnetic analysis of RO PUFs. In: HOST 2013 (2013)
20. Nedospasov, D., Helfmeier, C., Seifert, J.-P., Boit, C.: Invasive PUF Analysis. In: Fault Diagnonsis and Tolerance in Cryptography, FDTC 2013 (2013)
21. Pappu, R.: Physical One-Way Functions. PhD Thesis,Massachusetts Institute of Technology (2001)
22. Pappu, R., Recht, B., Taylor, J., Gershenfeld, N.: Physical One-Way Functions. Science 297, 2026–2030 (2002)
23. Riedmiller, M., Braun, H.: A direct adaptive method for faster backpropagation learning: The RPROP algorithm. In: IEEE International Conference on Neural Networks, pp. 586–591 (1993)
24. Rührmair, U., Devadas, S., Koushanfar, F.: Security based on Physical Unclonability and Disorder. In: Tehranipoor, M., Wang, C. (eds.) Introduction to Hardware Security and Trust, Springer, Heidelberg (2011)
25. Rührmair, U., van Dijk, M.: Practical security analysis of PUF-based two-player protocols. In: Prouff, E., Schaumont, P. (eds.) CHES 2012. LNCS, vol. 7428, pp. 251–267. Springer, Heidelberg (2012)
26. Rührmair, U., van Dijk, M.: PUFs in Security Protocols: Attack Models and Security Evaluations. In: IEEE Symposium on Security and Privacy, Oakland 2013 (2013)
27. Rührmair, U., Holcomb, D.E.: PUFs at a glance. In: DATE 2014, pp. 1–6 (2014)
28. Rührmair, U., Sehnke, F., S¨olter, J., Dror, G., Devadas, S., Schmidhuber, J.:Modeling Attacks on Physical Unclonable Functions. In: ACM Conference on Computer and Communications Security (2010)
29. Rührmair, U., S¨olter, J., Sehnke, F.: On the Foundations of Physical Unclonable Functions. Cryptology e-Print Archive (June 2009)
30. Rührmair, U., S¨olter, J., Sehnke, F., Xu, X., Mahmoud, A., Stoyanova, V., Dror, G., Schmidhuber, J., Burleson, W., Devadas, S.: PUF Modeling Attacks on Simulated and Silicon Data. IEEE Transactions on Information Forensics and Security, IEEE T-IFS (2013)
31. Edward Suh, G.: Physical Unclonable Functions for Device Authentication and Secret Key Generation. In: DAC 2007, pp. 9–14 (2007)