{"title":"基于遗传算法的manet分布式拒绝服务攻击检测系统","authors":"A. Chaudhary, G. Shrimal","doi":"10.2139/ssrn.3351807","DOIUrl":null,"url":null,"abstract":"Mobile ad hoc networks (MANETs) are more susceptible towards security attacks because of its complicated characteristics i.e. lack of clear boundary of defense, no centralized points and dynamic topologies. Due to MANET characteristics, detection of attacks are more difficult than the traditional networks. One of very significant attack is distributed denial of service attack (DDoS) in MANETs. This attack may restrict the availability of the network resources. This paper focuses to develop an intrusion detection system using genetic algorithm for DDoS attacks in MANETs. The implementation results present that the proposed intrusion detection system which is based on genetic algorithm can able to detect the DDoS attacks on MANETs with a good detection rates. <br>","PeriodicalId":252015,"journal":{"name":"CompSciRN: Cyber Attack (Topic)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-03-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"9","resultStr":"{\"title\":\"Intrusion Detection System Based on Genetic Algorithm for Detection of Distribution Denial of Service Attacks in MANETs\",\"authors\":\"A. Chaudhary, G. Shrimal\",\"doi\":\"10.2139/ssrn.3351807\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Mobile ad hoc networks (MANETs) are more susceptible towards security attacks because of its complicated characteristics i.e. lack of clear boundary of defense, no centralized points and dynamic topologies. Due to MANET characteristics, detection of attacks are more difficult than the traditional networks. One of very significant attack is distributed denial of service attack (DDoS) in MANETs. This attack may restrict the availability of the network resources. This paper focuses to develop an intrusion detection system using genetic algorithm for DDoS attacks in MANETs. The implementation results present that the proposed intrusion detection system which is based on genetic algorithm can able to detect the DDoS attacks on MANETs with a good detection rates. <br>\",\"PeriodicalId\":252015,\"journal\":{\"name\":\"CompSciRN: Cyber Attack (Topic)\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-03-13\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"9\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"CompSciRN: Cyber Attack (Topic)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.2139/ssrn.3351807\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"CompSciRN: Cyber Attack (Topic)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2139/ssrn.3351807","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Intrusion Detection System Based on Genetic Algorithm for Detection of Distribution Denial of Service Attacks in MANETs
Mobile ad hoc networks (MANETs) are more susceptible towards security attacks because of its complicated characteristics i.e. lack of clear boundary of defense, no centralized points and dynamic topologies. Due to MANET characteristics, detection of attacks are more difficult than the traditional networks. One of very significant attack is distributed denial of service attack (DDoS) in MANETs. This attack may restrict the availability of the network resources. This paper focuses to develop an intrusion detection system using genetic algorithm for DDoS attacks in MANETs. The implementation results present that the proposed intrusion detection system which is based on genetic algorithm can able to detect the DDoS attacks on MANETs with a good detection rates.