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• W4315778275 abstract "To improve the modeling resilience of silicon strong physical unclonable functions (PUFs), in particular, the APUFs that yield a very large number of challenge-response pairs (CRPs), a number of composited APUF variants, such as XOR-APUF, interpose-PUF (iPUF), feed-forward APUF (FF-APUF), and OAX-APUF, have been devised. When examining their security in terms of modeling resilience, utilizing multiple information sources, such as power side channel information (SCI) or/and reliability SCI, given a challenge is under-explored, which poses a challenge to their supposed modeling resilience in practice. Building upon multilabel/head deep learning (DL) model architecture, this work proposes multilabel multiside-channel-information-enabled DL attacks (MLMSAs) to thoroughly evaluate the modeling resilience of aforementioned APUF variants. Despite its simplicity, MLMSA can successfully break large-scaled APUF variants, which has not previously been achieved. More precisely, the MLMSA breaks 128-stage 30-XOR-APUF, (9, 9)- and (2, 18)-iPUFs, and <inline-formula xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink> <tex-math notation=LaTeX>$(2,2,30)$ </tex-math></inline-formula> -OAX-APUF when CRPs, power SCI, and reliability SCI are concurrently used. It breaks 128-stage 12-XOR-APUF and <inline-formula xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink> <tex-math notation=LaTeX>$(2,2,9)$ </tex-math></inline-formula> -OAX-APUF even when only the easy-to-obtain reliability SCI and CRPs are exploited. The 128-stage six-loop FF-APUF and one-loop 20-XOR-FF-APUF can be broken by simultaneously using reliability SCI and CRPs. All these attacks are normally completed within an hour with a standard personal computer. Therefore, MLMSA is a useful technique for evaluating other existing or any emerging strong PUF designs." @default.
• W4315778275 created "2023-01-13" @default.
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• W4315778275 date "2023-09-01" @default.
• W4315778275 modified "2023-10-13" @default.
• W4315778275 title "MLMSA: Multilabel Multiside-Channel-Information Enabled Deep Learning Attacks on APUF Variants" @default.
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• W4315778275 doi "https://doi.org/10.1109/tcad.2023.3236563" @default.
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