NF-GNN: Network Flow Graph Neural Networks for Malware Detection and Classification

Author:

Busch Julian1,Kocheturov Anton2,Tresp Volker3,Seidl Thomas1

Affiliation:

1. LMU Munich

2. Siemens Technology

3. Siemens AG

Publisher

ACM

Reference42 articles.

1. Enhanced Android Malware Detection and Family Classification, using Conversation-level Network Traffic Features

2. Peter W Battaglia Jessica B Hamrick Victor Bapst Alvaro Sanchez-Gonzalez Vinicius Zambaldi Mateusz Malinowski Andrea Tacchetti David Raposo Adam Santoro Ryan Faulkner 2018. Relational inductive biases deep learning and graph networks. arXiv preprint arXiv:1806.01261(2018). Peter W Battaglia Jessica B Hamrick Victor Bapst Alvaro Sanchez-Gonzalez Vinicius Zambaldi Mateusz Malinowski Andrea Tacchetti David Raposo Adam Santoro Ryan Faulkner 2018. Relational inductive biases deep learning and graph networks. arXiv preprint arXiv:1806.01261(2018).

3. A survey on heuristic malware detection techniques

4. Unknown malware detection using network traffic classification

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