{"title":"Dynamic Adaptive Mutation Based Genetic Programming for Ring Oscillator PUF","authors":"Taichi Umeda, Y. Nozaki, M. Yoshikawa","doi":"10.1109/ICCIA.2018.00047","DOIUrl":null,"url":null,"abstract":"Recently, the damage caused by semiconductor counterfeit has become a serious problem in our lives. Physical Unclonable Function (PUF) has attracted attention as a countermeasure method. In the countermeasures, a ring oscillator (RO) PUF is one of the most popular PUFs. Regarding tamper resistance of RO PUFs, Genetic Programming (GP) based attacks have been proposed. However, the GP based attacks only apply the basic genetic strategy. To evaluate tamper resistance of RO PUF accurately, improvement of GP based attack for RO PUF is important. Therefore, this study proposes an accurate attack which is based on GP using dynamic adaptive mutation.","PeriodicalId":297098,"journal":{"name":"2018 3rd International Conference on Computational Intelligence and Applications (ICCIA)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 3rd International Conference on Computational Intelligence and Applications (ICCIA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICCIA.2018.00047","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
Recently, the damage caused by semiconductor counterfeit has become a serious problem in our lives. Physical Unclonable Function (PUF) has attracted attention as a countermeasure method. In the countermeasures, a ring oscillator (RO) PUF is one of the most popular PUFs. Regarding tamper resistance of RO PUFs, Genetic Programming (GP) based attacks have been proposed. However, the GP based attacks only apply the basic genetic strategy. To evaluate tamper resistance of RO PUF accurately, improvement of GP based attack for RO PUF is important. Therefore, this study proposes an accurate attack which is based on GP using dynamic adaptive mutation.
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