Machine Learning

Examining the Robustness of Machine Learning-based Phishing Website Detection: Action-Masked Reinforcement Learning for Automated Red Teaming
As machine learning (ML)-based detectors become increasingly prevalent in identifying phishing websites, attackers are also exploiting …
Yang Gao, Benjamin M. Ampel, Sagar Samtani
Last updated on Jun 9, 2026
DOI
The 4th Workshop on Artificial Intelligence-enabled Cybersecurity Analytics
Cybersecurity remains a grand societal challenge. Large and constantly changing attack surfaces are non-trivial to protect against …
Steven Ullman, Benjamin M. Ampel, Sagar Samtani, Shanchieh Yang, Hsinchun Chen
Last updated on Jun 9, 2026
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Benchmarking the Robustness of Phishing Email Detection Systems
Social engineering attacks are currently the most cited cybersecurity threat to organizations. Phishing emails are the most salient …
Benjamin M. Ampel, Yang Gao, James Hu, Sagar Samtani, Hsinchun Chen
Last updated on Jun 9, 2026
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