Adversarial Machine Learning

Examining the Robustness of Machine Learning-based Phishing Website Detection: Action-Masked Reinforcement Learning for Automated Red Teaming
Machine learning-based phishing website detectors are increasingly deployed to protect users from malicious websites. However, these …
Yang Gao, Benjamin M. Ampel, Sagar Samtani
Last updated on Jan 28, 2026
DOI
Generating Adversarial Phishing Websites to Evade Machine Learning-based Anti-Phishing Detectors: A Reinforcement Learning Approach
Machine learning-based anti-phishing detectors are widely deployed to protect users from malicious websites. This paper presents a …
Yang Gao, Sagar Samtani, Hongyi Zhu, Benjamin M. Ampel, Yidong Chai
Last updated on Jan 26, 2026