C. Tietz, Eric Klieme, Lukas Behrendt, Pawel Böning, Leonard Marschke, C. Meinel
{"title":"Verification of Keyboard Acoustics Authentication on Laptops and Smartphones Using WebRTC","authors":"C. Tietz, Eric Klieme, Lukas Behrendt, Pawel Böning, Leonard Marschke, C. Meinel","doi":"10.1109/CSNet47905.2019.9108962","DOIUrl":null,"url":null,"abstract":"This paper evaluates authentication based on sounds emitted while typing on a laptop’s keyboard only with the help of the integrated microphones and a smartphone placed nearby. The sound samples of 26 individuals were recorded in a novel real-world scenario using only web technologies. The data of laptop and the smartphone was compared based on existing approaches. They can reach Equal-Error-Rates (EERs) of 11.2% on the laptop data and 9.3% on the smartphone data.","PeriodicalId":350566,"journal":{"name":"2019 3rd Cyber Security in Networking Conference (CSNet)","volume":"37 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 3rd Cyber Security in Networking Conference (CSNet)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CSNet47905.2019.9108962","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
This paper evaluates authentication based on sounds emitted while typing on a laptop’s keyboard only with the help of the integrated microphones and a smartphone placed nearby. The sound samples of 26 individuals were recorded in a novel real-world scenario using only web technologies. The data of laptop and the smartphone was compared based on existing approaches. They can reach Equal-Error-Rates (EERs) of 11.2% on the laptop data and 9.3% on the smartphone data.
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