文章基本信息

标题：PUF Evaluation with Post-processing and Modified Modeling Attack
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作者：Hyunho Kang ; Yohei Hori ; Toshihiro Katashita 等
期刊名称：International Journal of Security and Its Applications
印刷版ISSN：1738-9976
出版年度：2013
卷号：7
期号：4
出版社：SERSC
摘要：Physical unclonable functions (PUFs) have outstanding unique and non-reproducible properties owing to inter-chip variations. However, the amount of randomness in a PUF output could be a significant limitation. In this study, by passing the PUF response to a shift register, the randomness of the PUF output can be greatly increased while maintaining reliability. We discuss the performance of an arbiter-type PUF and a ring-oscillator-type PUF with a simple shift register from the viewpoint of biometrics. Moreover, PUFs, particularly linear delay-based PUFs, are not designed for machine learning or linear programming, which makes innovation difficult. We further focus on an efficient PUF evaluation method by using linear programming and logistic regression in the case of the challenge response pairs (CRPs) with low entropy
关键词：Physical Unclonable Function (PUF); Arbiter PUF; Ring Oscillator PUF; ;SASEBO-GII; Performance Evaluation