Identifying Malicious Web Domains Using Machine Learning Techniques with Online Credibility and Performance Data

no code implementations • 23 Feb 2019 • Zhongyi Hu, Raymond Chiong, Ilung Pranata, Willy Susilo, Yukun Bao

Malicious web domains represent a big threat to web users' privacy and security.

BIG-bench Machine Learning feature selection

Malicious Web Domain Identification using Online Credibility and Performance Data by Considering the Class Imbalance Issue

no code implementations • 19 Oct 2018 • Zhongyi Hu, Raymond Chiong, Ilung Pranata, Yukun Bao, Yuqing Lin

Practical implications: This study not only inspires the practical use of online credibility and performance data for identifying malicious web domains, but also provides an effective resampling approach for handling the class imbal-ance issue in the area of malicious web domain identification.

BIG-bench Machine Learning