SPWalk: Similar Property Oriented Feature Learning for Phishing Detection

• Published in: IEEE access Vol. 8; pp. 87031 - 87045
• Main Authors: Liu, Xiuwen, Fu, Jianming
• Format: Journal Article
• Language: English
• Published: Piscataway IEEE 2020; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Algorithms; Classification; Feature extraction; Feature learning; Hypertext systems; Machine learning; network embedding; Nodes; Phishing; phishing detection; Random walk; Robustness; Robustness (mathematics); Search engines; similar property; Uniform resource locators; Visual aspects; Visualization; Websites

Detecting phishing webpages is an essential task that protects legitimate websites and their users from various malicious activities. To classify the suspect webpage as phishing or legitimate, robust and effective features used for classification are in demand. However, recent phishing attacks usual...