Robust Botnet DGA Detection: Blending XAI and OSINT for Cyber Threat Intelligence Sharing

Robust Botnet DGA Detection: Blending XAI and OSINT for Cyber Threat Intelligence Sharing

We investigated 12 years DNS query logs of our campus network and identified phenomena of malicious botnet domain generation algorithm (DGA) traffic. DGA-based botnets are difficult to detect using cyber threat intelligence (CTI) systems based on blocklists. Artificial intelligence (AI)/machine lear...

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Bibliographic Details
Main Authors: Hatma Suryotrisongko, Yasuo Musashi, Akio Tsuneda, Kenichi Sugitani
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Adversarial machine learning
botnet
cybersecurity
DGA
explainable artificial intelligence
threat intelligence
Online Access:https://ieeexplore.ieee.org/document/9743448/

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