{"title":"基于DNS和统计方法的高效恶意节点检测","authors":"P. Marko, P. Vilhan","doi":"10.1109/SAMI.2012.6208963","DOIUrl":null,"url":null,"abstract":"The power and flexibility of botnets is rising together with increasing the computational power of personal computers and growing network bandwidth. This implies extreme demands on ISP's security resources in contrast to minimizing the delay and maximizing the throughput of the network. The main contribution of our approach is ability to detect botnet's nodes in LAN using resource friendly solution. This brings high efficiency into the dealing with malicious host's activity. The proposed solution can be transparently integrated into existing security infrastructure even on legacy hardware.","PeriodicalId":158731,"journal":{"name":"2012 IEEE 10th International Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2012-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"6","resultStr":"{\"title\":\"Efficient detection of malicious nodes based on DNS and statistical methods\",\"authors\":\"P. Marko, P. Vilhan\",\"doi\":\"10.1109/SAMI.2012.6208963\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The power and flexibility of botnets is rising together with increasing the computational power of personal computers and growing network bandwidth. This implies extreme demands on ISP's security resources in contrast to minimizing the delay and maximizing the throughput of the network. The main contribution of our approach is ability to detect botnet's nodes in LAN using resource friendly solution. This brings high efficiency into the dealing with malicious host's activity. The proposed solution can be transparently integrated into existing security infrastructure even on legacy hardware.\",\"PeriodicalId\":158731,\"journal\":{\"name\":\"2012 IEEE 10th International Symposium on Applied Machine Intelligence and Informatics (SAMI)\",\"volume\":\"22 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2012-06-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"6\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2012 IEEE 10th International Symposium on Applied Machine Intelligence and Informatics (SAMI)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/SAMI.2012.6208963\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2012 IEEE 10th International Symposium on Applied Machine Intelligence and Informatics (SAMI)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SAMI.2012.6208963","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Efficient detection of malicious nodes based on DNS and statistical methods
The power and flexibility of botnets is rising together with increasing the computational power of personal computers and growing network bandwidth. This implies extreme demands on ISP's security resources in contrast to minimizing the delay and maximizing the throughput of the network. The main contribution of our approach is ability to detect botnet's nodes in LAN using resource friendly solution. This brings high efficiency into the dealing with malicious host's activity. The proposed solution can be transparently integrated into existing security infrastructure even on legacy hardware.