XG-BoT: An explainable deep graph neural network for botnet detection and forensics

Author:

Lo Wai WengORCID,Kulatilleke Gayan,Sarhan Mohanad,Layeghy Siamak,Portmann Marius

Publisher

Elsevier BV

Subject

Management of Technology and Innovation,Artificial Intelligence,Computer Science Applications,Hardware and Architecture,Engineering (miscellaneous),Information Systems,Computer Science (miscellaneous),Software

Reference36 articles.

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2. L. Bilge, D. Balzarotti, W. Robertson, E. Kirda, C. Kruegel, Disclosure: detecting botnet command and control servers through large-scale netflow analysis, in: Proceedings of the 28th Annual Computer Security Applications Conference, 2012, pp. 129–138.

3. Evasion techniques: Sneaking through your intrusion detection/prevention systems;Cheng;IEEE Commun. Surv. Tutor.,2011

4. Botnet detection using graph-based feature clustering;Chowdhury;J. Big Data,2017

5. A graph-based machine learning approach for bot detection;Abou Daya,2019

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