Abhay Raman

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 6

Top Topics

Anomaly Detection

Active Learning

Top Venues

ACM Comput. Surv.

Publications

Jaturong Kongmanee, Mu-Huan Chung, April Luna, Lisa Zhan, Khilan Jerath, Abhay Raman, Mark H. Chignell
A Human-AI Interaction Dashboard for Detecting Potentially Malicious Emails. ICHMS (2024)
Mu-Huan Chung, Sharon Li, Jaturong Kongmanee, Lu Wang, Yuhong Yang, Calvin Giang, Khilan Jerath, Abhay Raman, David Lie, Mark H. Chignell
Maximizing Information Gain in Privacy-Aware Active Learning of Email Anomalies. CoRR (2024)
Jaturong Kongmanee, Mark H. Chignell, Khilan Jerath, Abhay Raman
Unsupervised Learning of Distributional Properties can Supplement Human Labeling and Increase Active Learning Efficiency in Anomaly Detection. CoRR (2023)
Mu-Huan Chung, Yuhong Yang, Lu Wang, Greg Cento, Khilan Jerath, Abhay Raman, David Lie, Mark H. Chignell
Implementing Data Exfiltration Defense in Situ: A Survey of Countermeasures and Human Involvement. ACM Comput. Surv. 55 (14s) (2023)
Mu-Huan Chung, Lu Wang, Sharon Li, Yuhong Yang, Calvin Giang, Khilan Jerath, Abhay Raman, David Lie, Mark H. Chignell
Implementing Active Learning in Cybersecurity: Detecting Anomalies in Redacted Emails. CoRR (2023)
Mu-Huan Chung, Mark H. Chignell, Lu Wang, Alexandra Jovicic, Abhay Raman
Interactive Machine Learning for Data Exfiltration Detection: Active Learning with Human Expertise. SMC (2020)