An Imbalanced Malicious Domains Detection Method Based on Passive DNS Traffic Analysis

Although existing malicious domains detection techniques have shown great success in many real-world applications, the problem of learning from imbalanced data is rarely concerned with this day. But the actual DNS traffic is inherently imbalanced; thus how to build malicious domains detection model...

Full description

Bibliographic Details
Main Authors: Zhenyan Liu, Yifei Zeng, Pengfei Zhang, Jingfeng Xue, Ji Zhang, Jiangtao Liu
Format: Article
Language:English
Published: Hindawi-Wiley 2018-01-01
Series:Security and Communication Networks
Online Access:http://dx.doi.org/10.1155/2018/6510381