4 papers
PhishSim: Aiding Phishing Website Detection with a Feature-Free Tool
Rizka Purwanto, Arindam Pal, Alan Blair +1
In this paper, we propose a feature-free method for detecting phishing websites using the Normalized Compression Distance (NCD), a parameter-free similarity measure which computes…
Fake News Quick Detection on Dynamic Heterogeneous Information Networks
Jin Ho Go, Alina Sari, Jiaojiao Jiang +2
The spread of fake news has caused great harm to society in recent years. So the quick detection of fake news has become an important task. Some current detection methods often mod…
Man versus Machine: AutoML and Human Experts' Role in Phishing Detection
Rizka Purwanto, Arindam Pal, Alan Blair +1
Machine learning (ML) has developed rapidly in the past few years and has successfully been utilized for a broad range of tasks, including phishing detection. However, building an…
Network Growth From Global and Local Influential Nodes
Jiaojiao Jiang, Sanjay Jha
In graph theory and network analysis, node degree is defined as a simple but powerful centrality to measure the local influence of node in a complex network. Preferential attachmen…