Zombie Hosts Identification Based on DNS Log

Renjie Wang,Yangsen Zhang,Ruixue Duan,Zhuofan Huang

2021 7th IEEE International Conference on Network Intelligence and Digital Content (IC-NIDC)（2021）

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摘要

Although the academia has done a lot of research on DNS abnormal behavior, whether from the perspective of traffic or irregular domain name recognition, the mechanism behind DNS is ignored in the pre-processing of DNS logs and other data. In addition, most studies focus on traffic anomaly detection and unconventional domain name recognition, and lack of systematic research on the combination of th...

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关键词

Systematics,Conferences,Clustering methods,Clustering algorithms,Feature extraction,IP networks,Detection algorithms

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