주성분 분석을 이용한 전력 분석 공격의 성능 향상
The Performance Advancement of Power Analysis Attack Using Principal Component Analysis
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초록
In the recent years, various researches about the signal processing have been presented to improve the performance of power analysis. Among these signal processing techniques, the research about the signal compression is not enough than a signal alignment and a noise reduction; even though that can reduce considerably the computation time for the power analysis. But, the existing compression method can sometimes reduce the performance of the power analysis because those are the unsophisticated method not considering the characteristic of the signal. In this paper, we propose the new PCA (principal component analysis)-based signal compression method, which can block the loss of the meaningful factor of the original signal as much as possible, considering the characteristic of the signal. Also, we prove the performance of our method by carrying out the experiment.
Abstract
In the recent years, various researches about the signal processing have been presented to improve the performance of power analysis. Among these signal processing techniques, the research about the signal compression is not enough than a signal alignment and a noise reduction; even though that can reduce considerably the computation time for the power analysis. But, the existing compression method can sometimes reduce the performance of the power analysis because those are the unsophisticated method not considering the characteristic of the signal. In this paper, we propose the new PCA (principal component analysis)-based signal compression method, which can block the loss of the meaningful factor of the original signal as much as possible, considering the characteristic of the signal. Also, we prove the performance of our method by carrying out the experiment.
참고문헌 (15)
- P.Kocher, "Timing Attacks on Implementations of Diffie-Hellman,RSA,DSS, and Others Systems", CRYPTO 1996,LNCS 1109, pp.104~113 (1996), Springer-Verlag
- "New threat model breaks crypto codes", Bellcore Press Release, ~
- D.Boneh, "On the importance of checking cryptographic protocols for faults", EUROCRYPT 1997,LNCS 1233, pp.37~51 (1997), Springer-Verlag
- S.M.Yen, "A countermeasure against one physical cryptanalysis May Benefit Another Attack", ICISC 2001,LNCS 2288, pp.414~427 (2001), Springer-Verlag
- P.Kocher, "Differential power analysis", CRYPTO 1999,LNCS 1666, pp.388~397 (1999), Springer-Verlag
- "Introduction to differential power analysis and related attacks"[URL]
- T.S.Messerges, "Power analysis attacks on modular exponentiation in Smart cards", CHES 1999,LNCS 1717, pp.144~157 (1999), Springer-Verlag
- D.Agrawal, "The EM Side-Channel(s)", CHES 2002,LNCS 2523, pp.29~45 (2003), Springer-Verlag
- S.Mangard, "Power Analysis Attacks:Revealing the secrets of smart cards" (2007), Springer
- N.Homma, "High-resolution side channel attack using phase-based waveform matching", CHES 2006,LNCS 4249, pp.187~200 (2006), Springer-Verlag
- J. Ryoo, "Performance Enhancement of Differential Power Analysis Attacks with Signal Companding Methods", IEEE Signal Processing Letters, 15(2008), pp.625~628 (2008), IEEE
- T. Le, "Noise Reduction in Side Channel Attack Using Fourth-Order Cumulant", IEEE Transactions on Information Forensics and Security, 2(4), pp.710~720 (2007), IEEE
- You Sung Kang, "Efficient Key Detection Method in the Correlation Electromagnetic Analysis Using Peak Selection Algorithm", Journal of Communications and Networks, 11(6), pp.556~563 (2009), 한국통신학회
- I. T. Jolliffe, "Principal Component Analysis" (1986), Springer-Verlag
- S. Guilleya, "A fast pipelined multi-mode DES architecture operating in IP representation", Integration, the VLSI Journal, 40(4), pp.479~489 (2007)