Hybrid rule-based botnet detection approach using machine learning for analysing DNS traffic
Author:
Affiliation:
1. National Advanced IPv6 Centre, Universiti Sains Malaysia, Penang, Malaysia
2. Electrical Engineering, University of Baghdad, Baghdad, Baghdad, Iraq
3. ECE Department- Faculty of Engineering, University of Kufa, Kufa, Najaf, Iraq
Abstract
Publisher
PeerJ
Subject
General Computer Science
Link
https://peerj.com/articles/cs-640.pdf
Reference88 articles.
1. A multifaceted approach to understanding the botnet phenomenon;Abu Rajab,2006
2. Survey of approaches and features for the identification of HTTP-based botnet traffic;Acarali;Journal of Network and Computer Applications,2016
3. Hybrid Rule-Based Model for Phishing URLs Detection;Adewole,2019
4. A review of botnet detection approaches based on DNS traffic analysis;Al-Mashhadi,2019
Cited by 11 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Enhancing IoT Botnet Detection through Machine Learning-based Feature Selection and Ensemble Models;ICST Transactions on Scalable Information Systems;2023-09-25
2. Real-time bot infection detection system using DNS fingerprinting and machine-learning;Computer Networks;2023-06
3. A Hybrid Rule-Based and Machine Learning System for Arabic Check Courtesy Amount Recognition;Sensors;2023-04-25
4. A Hybrid Model for Botnet Detection using Machine Learning;2023 International Conference on Business Analytics for Technology and Security (ICBATS);2023-03-07
5. Botnet Forensic Analysis in Software Defined Networks using Ensemble Based Classifier;2022 4th International Conference on Circuits, Control, Communication and Computing (I4C);2022-12-21
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3