{"title":"The concept of a deepfake detection system of biometric image modifications based on neural networks","authors":"V. Dudykevych, H. Mykytyn, Khrystyna Ruda","doi":"10.1109/KhPIWeek57572.2022.9916378","DOIUrl":null,"url":null,"abstract":"The concept of a system for detecting deepfake modifications in biometric images is proposed. The concept is deployed based on the functioning of a convolutional neural network and the algorithm of the biometric image classifier according to the structure “sensitivity-Youden's index-optimal threshold-specificity”.","PeriodicalId":197096,"journal":{"name":"2022 IEEE 3rd KhPI Week on Advanced Technology (KhPIWeek)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-10-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 IEEE 3rd KhPI Week on Advanced Technology (KhPIWeek)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/KhPIWeek57572.2022.9916378","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
The concept of a system for detecting deepfake modifications in biometric images is proposed. The concept is deployed based on the functioning of a convolutional neural network and the algorithm of the biometric image classifier according to the structure “sensitivity-Youden's index-optimal threshold-specificity”.
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