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Encrypted Malware Traffic Detection Via Graph-Based Network Analysis by lucas240401 is a document available to read on EtoBox.

What is Encrypted Malware Traffic Detection Via Graph-Based Network Analysis about?

1. The document proposes ST-Graph, a graph-based network analysis method to detect encrypted malware traffic. ST-Graph explores spatial and temporal characteristics of network behaviors based on a graph representation learning algorithm in addition to traditional stream attributes. 2. An evaluation of ST-Graph on two datasets found it outperformed state-of-the-art malware detection systems, achieving over 99% precision and recall. Its false positive rate was even two orders of magnitude lower than baselin

Author

lucas240401

Language

EN