Automating Botnet Detection with Graph Neural Networks

Automating Botnet Detection with Graph Neural Networks

13 March 2020

Alexander M. Rush

Papers citing "Automating Botnet Detection with Graph Neural Networks"

12 / 12 papers shown

Title
XG-NID: Dual-Modality Network Intrusion Detection using a Heterogeneous Graph Neural Network and Large Language Model Yasir Ali Farrukh S. Wali I. Khan Nathaniel D. Bastian 147 2 0 27 Aug 2024
Use of Graph Neural Networks in Aiding Defensive Cyber Operations Shaswata Mitra Trisha Chakraborty Subash Neupane Aritran Piplai Sudip Mittal AAML 45 3 0 11 Jan 2024
Network Intrusion Detection with Edge-Directed Graph Multi-Head Attention Networks Xiang Li Jing Zhang Yalin Yuan Cangqi Zhou 24 3 0 26 Oct 2023
Deep fused flow and topology features for botnet detection basing on pretrained GCN Xiaoyuan Meng Lang bo Yanxi Liu Yuhao Yan 26 3 0 20 Jul 2023
A Survey on Malware Detection with Graph Representation Learning Tristan Bilot Nour El Madhoun Khaldoun Al Agha Anis Zouaoui AAML 13 20 0 28 Mar 2023
LTE4G: Long-Tail Experts for Graph Neural Networks Sukwon Yun Kibum Kim Kanghoon Yoon Chanyoung Park 40 39 0 22 Aug 2022
XG-BoT: An Explainable Deep Graph Neural Network for Botnet Detection and Forensics Wai Weng Lo Gayan K. Kulatilleke Mohanad Sarhan S. Layeghy Marius Portmann 26 41 0 19 Jul 2022
Towards Private Learning on Decentralized Graphs with Local Differential Privacy Wanyu Lin Baochun Li Cong Wang FedML 42 43 0 23 Jan 2022
GNN-Geo: A Graph Neural Network-based Fine-grained IP geolocation Framework Shichang Ding Xiangyang Luo Jinwei Wang Xiaoming Fu 32 14 0 18 Dec 2021
Graph-based Solutions with Residuals for Intrusion Detection: the Modified E-GraphSAGE and E-ResGAT Algorithms Liyan Chang Paula Branco 16 37 0 26 Nov 2021
Formalizing and Estimating Distribution Inference Risks Anshuman Suri David E. Evans MIACV 39 51 0 13 Sep 2021
Machine Learning DDoS Detection for Consumer Internet of Things Devices Rohan Doshi Noah J. Apthorpe Nick Feamster 100 587 0 11 Apr 2018