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
The 4th Workshop on Artificial Intelligence-enabled Cybersecurity Analytics
The 4th Workshop on Artificial Intelligence-enabled Cybersecurity Analytics (AI4Cyber) brings together researchers and practitioners to …
Steven Ullman, Benjamin M. Ampel, Sagar Samtani, Shanchieh Yang, Hsinchun Chen
Last updated on Jan 28, 2026
PDF DOI
Benchmarking the Robustness of Phishing Email Detection Systems
Phishing emails have emerged as one of the most common forms of social engineering attacks inflicting organizations. To combat this …
Benjamin M. Ampel, Yang Gao, James Hu, Sagar Samtani, Hsinchun Chen
Last updated on Jan 26, 2026
PDF