Botnet Detection Publications

Publications in Botnet Detection

Explore the most influential research papers and scholarly works that have shaped Botnet Detection. Use the concept filter below to focus on a specific sub-area of research.

Botnet Detection

Publications

320K

Citations

Showing yearly statistics from 2000-2026.

Page 1

	Year	Citations
A Survey of Data Mining and Machine Learning Methods for Cyber Security Intrusion Detection Anna L. Buczak, Erhan Guven IEEE Communications Surveys & Tutorials EngineeringMachine LearningInformation SecurityInformation ForensicsData Mining Security	2015	2.9K
A Deep Learning Approach for Intrusion Detection Using Recurrent Neural Networks Chuanlong Yin, Yuefei Zhu, Jinlong Fei, IEEE Access Hardware SecurityAnomaly DetectionMachine LearningData ScienceEngineering	2017	1.9K
DDoS in the IoT: Mirai and Other Botnets Constantinos Kolias, Georgios Kambourakis, Angelos Stavrou, Computer Hardware SecurityDdos DetectionEngineeringCyberweaponInternet Infrastructure	2017	1.8K
Outside the Closed World: On Using Machine Learning for Network Intrusion Detection Robin Sommer, Vern Paxson Anomaly DetectionMachine LearningEngineeringInformation SecurityData Science	2010	1.7K
Deep Learning Approach for Intelligent Intrusion Detection System R. Vinayakumar, Mamoun Alazab, K. P. Soman, IEEE Access Anomaly DetectionMachine LearningEngineeringInformation SecurityInformation Forensics	2019	1.7K
Network Anomaly Detection: Methods, Systems and Tools Monowar Bhuyan, Dhruba K. Bhattacharyya, Jugal Kalita IEEE Communications Surveys & Tutorials Anomaly DetectionEngineeringInformation SecurityNetwork AnalysisNetwork Anomaly Detection	2013	1.3K
N-BaIoT—Network-Based Detection of IoT Botnet Attacks Using Deep Autoencoders IEEE Pervasive Computing Anomaly DetectionMachine LearningEngineeringInformation SecurityAutoencoders	2018	1.3K
A Deep Learning Approach for Network Intrusion Detection System Ahmad Y. Javaid, Quamar Niyaz, Weiqing Sun, Efficient NidsAnomaly DetectionMachine LearningData ScienceData Mining	2016	1.2K
Machine Learning and Deep Learning Methods for Cybersecurity Yang Xin, Lingshuang Kong, Zhi Liu, IEEE Access Ddos DetectionCybersecurityMachine LearningData ScienceData Mining	2018	1.1K
Network intrusion detection system: A systematic study of machine learning and deep learning approaches Zeeshan Ahmad, Adnan Shahid Khan, Cheah Wai Shiang, Transactions on Emerging Telecommunications Technologies Anomaly DetectionMachine LearningEngineeringInformation SecurityInformation Forensics	2020	1.1K
Detecting intrusions using system calls: alternative data models C. Warrender, Stephanie Forrest, Barak A. Pearlmutter Anomaly DetectionEngineeringEvasion TechniqueInformation SecurityVerification	2003	1.1K
Understanding the mirai botnet Manos Antonakakis, Tim April, Michael Bailey, USENIX Security Symposium EngineeringInformation SecurityInformation ForensicsHardware SecurityMirai Botnet	2017	1.1K

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