{"title":"免费的基于云的安卓反恶意软件应用综述","authors":"J. Walls, Kim-Kwang Raymond Choo","doi":"10.1109/Trustcom.2015.482","DOIUrl":null,"url":null,"abstract":"The traditional way of protecting a system against malicious threats and loss of personal data by using locally installed anti-malware software is unlikely to work on mobile devices due to the changing threat landscape and the mobile device resource limitations (e.g. storage and battery life). A number of anti-malware providers have migrated to the cloud where the computationally demanding tasks of analyzing malware is conducted by cloud-based server. However, the effectiveness of these anti-mobile apps has not been studied. Therefore, in this paper, we evaluate the effectiveness of ten popular free cloud-based anti-malware apps using a known Android malware dataset. We hope that this research will contribute towards a better understanding of the effectiveness of Android cloud-based anti-malware apps.","PeriodicalId":277092,"journal":{"name":"2015 IEEE Trustcom/BigDataSE/ISPA","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"24","resultStr":"{\"title\":\"A Review of Free Cloud-Based Anti-Malware Apps for Android\",\"authors\":\"J. Walls, Kim-Kwang Raymond Choo\",\"doi\":\"10.1109/Trustcom.2015.482\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The traditional way of protecting a system against malicious threats and loss of personal data by using locally installed anti-malware software is unlikely to work on mobile devices due to the changing threat landscape and the mobile device resource limitations (e.g. storage and battery life). A number of anti-malware providers have migrated to the cloud where the computationally demanding tasks of analyzing malware is conducted by cloud-based server. However, the effectiveness of these anti-mobile apps has not been studied. Therefore, in this paper, we evaluate the effectiveness of ten popular free cloud-based anti-malware apps using a known Android malware dataset. We hope that this research will contribute towards a better understanding of the effectiveness of Android cloud-based anti-malware apps.\",\"PeriodicalId\":277092,\"journal\":{\"name\":\"2015 IEEE Trustcom/BigDataSE/ISPA\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2015-08-20\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"24\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2015 IEEE Trustcom/BigDataSE/ISPA\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/Trustcom.2015.482\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2015 IEEE Trustcom/BigDataSE/ISPA","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/Trustcom.2015.482","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
A Review of Free Cloud-Based Anti-Malware Apps for Android
The traditional way of protecting a system against malicious threats and loss of personal data by using locally installed anti-malware software is unlikely to work on mobile devices due to the changing threat landscape and the mobile device resource limitations (e.g. storage and battery life). A number of anti-malware providers have migrated to the cloud where the computationally demanding tasks of analyzing malware is conducted by cloud-based server. However, the effectiveness of these anti-mobile apps has not been studied. Therefore, in this paper, we evaluate the effectiveness of ten popular free cloud-based anti-malware apps using a known Android malware dataset. We hope that this research will contribute towards a better understanding of the effectiveness of Android cloud-based anti-malware apps.