{"title":"一种基于云端人工免疫系统的僵尸网络检测认知方法","authors":"V. Kebande, H. Venter","doi":"10.1109/CyberSec.2014.6913971","DOIUrl":null,"url":null,"abstract":"The advent of cloud computing has given a provision for both good and malicious opportunities. Virtualization itself as a component of Cloud computing, has provided users with an immediate way of accessing limitless resource infrastructures. Botnets have evolved to be the most dangerous group of remote-operated zombie computers given the open cloud environment. They happen to be the dark side of computing due to the ability to run illegal activities through remote installations, attacks and propagations through exploiting vulnerabilities. The problem that this paper addresses is that botnet technology is advancing each day and detection in the cloud is becoming hard. In this paper, therefore, the authors' presents an approach for detecting an infection of a robot network in the cloud environment. The authors proposed a detection mechanism using Artificial Immune System (AIS). The results show that this research is significant.","PeriodicalId":383642,"journal":{"name":"2014 Third International Conference on Cyber Security, Cyber Warfare and Digital Forensic (CyberSec)","volume":"37 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2014-10-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"26","resultStr":"{\"title\":\"A cognitive approach for botnet detection using Artificial Immune System in the cloud\",\"authors\":\"V. Kebande, H. Venter\",\"doi\":\"10.1109/CyberSec.2014.6913971\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The advent of cloud computing has given a provision for both good and malicious opportunities. Virtualization itself as a component of Cloud computing, has provided users with an immediate way of accessing limitless resource infrastructures. Botnets have evolved to be the most dangerous group of remote-operated zombie computers given the open cloud environment. They happen to be the dark side of computing due to the ability to run illegal activities through remote installations, attacks and propagations through exploiting vulnerabilities. The problem that this paper addresses is that botnet technology is advancing each day and detection in the cloud is becoming hard. In this paper, therefore, the authors' presents an approach for detecting an infection of a robot network in the cloud environment. The authors proposed a detection mechanism using Artificial Immune System (AIS). The results show that this research is significant.\",\"PeriodicalId\":383642,\"journal\":{\"name\":\"2014 Third International Conference on Cyber Security, Cyber Warfare and Digital Forensic (CyberSec)\",\"volume\":\"37 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2014-10-02\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"26\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2014 Third International Conference on Cyber Security, Cyber Warfare and Digital Forensic (CyberSec)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/CyberSec.2014.6913971\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2014 Third International Conference on Cyber Security, Cyber Warfare and Digital Forensic (CyberSec)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CyberSec.2014.6913971","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
A cognitive approach for botnet detection using Artificial Immune System in the cloud
The advent of cloud computing has given a provision for both good and malicious opportunities. Virtualization itself as a component of Cloud computing, has provided users with an immediate way of accessing limitless resource infrastructures. Botnets have evolved to be the most dangerous group of remote-operated zombie computers given the open cloud environment. They happen to be the dark side of computing due to the ability to run illegal activities through remote installations, attacks and propagations through exploiting vulnerabilities. The problem that this paper addresses is that botnet technology is advancing each day and detection in the cloud is becoming hard. In this paper, therefore, the authors' presents an approach for detecting an infection of a robot network in the cloud environment. The authors proposed a detection mechanism using Artificial Immune System (AIS). The results show that this research is significant.