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transfun.E101.A.1035.pdf | 7.33 MB | Adobe PDF | 見る/開く |
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dc.contributor.author | HIROMOTO, Masayuki | en |
dc.contributor.author | YOSHINAGA, Motoki | en |
dc.contributor.author | SATO, Takashi | en |
dc.contributor.alternative | 廣本, 正之 | ja |
dc.contributor.alternative | 佐藤, 高史 | ja |
dc.date.accessioned | 2019-06-25T04:55:43Z | - |
dc.date.available | 2019-06-25T04:55:43Z | - |
dc.date.issued | 2018-07-01 | - |
dc.identifier.issn | 0916-8508 | - |
dc.identifier.issn | 1745-1337 | - |
dc.identifier.uri | http://hdl.handle.net/2433/242228 | - |
dc.description.abstract | This paper proposes MRO-PUF, a new architecture for ring-oscillator-based physically unclonable functions (PUFs) with enhanced resistance against machine learning attacks. In the proposed PUF, an instantaneous output value of a ring oscillator is used as a response, whereas the most existing PUFs directly use propagation delays to determine the response. Since the response of the MRO-PUF is non-linear and discontinuous as the delay of the ring oscillator increases, the prediction of the response by machine learning attacks is difficult. Through the performance evaluation of the MRO-PUF with simulations, it achieves 15 times stronger resistance against machine learning attacks using a support vector machine compared to the existing ones such as an arbiter PUF and a bistable ring PUF. The MRO-PUF also achieves a sufficient level of the basic performance of PUFs in terms of uniqueness and robustness. | en |
dc.format.mimetype | application/pdf | - |
dc.language.iso | eng | - |
dc.publisher | 電子情報通信学会 | ja |
dc.publisher.alternative | Institute of Electronics, Information and Communications Engineers (IEICE) | en |
dc.rights | © 2018 The Institute of Electronics, Information and Communication Engineers | en |
dc.rights | 許諾条件に基づいて掲載しています。 | ja |
dc.subject | physically unclonable function (PUF) | en |
dc.subject | chip identification | en |
dc.subject | machine learning attacks | en |
dc.subject | ring oscillator | en |
dc.title | MRO-PUF: Physically Unclonable Function With Enhanced Resistance Against Machine Learning Attacks Utilizing Instantaneous Output of Ring Oscillator | en |
dc.type | journal article | - |
dc.type.niitype | Journal Article | - |
dc.identifier.jtitle | IEICE Transactions of Fundamentals on Electronics, Communications and Computer Sciences | - |
dc.identifier.volume | E101-A | - |
dc.identifier.issue | 7 | - |
dc.identifier.spage | 1035 | - |
dc.identifier.epage | 1044 | - |
dc.relation.doi | 10.1587/transfun.E101.A.1035 | - |
dc.textversion | publisher | - |
dc.address | Department of Communications and Computer Engineering, Graduate School of Informatics, Kyoto University | en |
dc.address | Department of Communications and Computer Engineering, Graduate School of Informatics, Kyoto University | en |
dc.address | Department of Communications and Computer Engineering, Graduate School of Informatics, Kyoto University | en |
dc.relation.url | https://www.ieice.org/jpn/books/transaction.html | - |
dcterms.accessRights | open access | - |
datacite.awardNumber | 26280014 | - |
datacite.awardNumber | 17H01713 | - |
jpcoar.funderName | 日本学術振興会 | ja |
jpcoar.funderName | 日本学術振興会 | ja |
jpcoar.funderName.alternative | Japan Society for the Promotion of Science (JSPS) | en |
jpcoar.funderName.alternative | Japan Society for the Promotion of Science (JSPS) | en |
出現コレクション: | 学術雑誌掲載論文等 |
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