Abhay Raman

According to our database, Abhay Raman authored at least 7 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

The Model Mastery Lifecycle: A Framework for Designing Human-AI Interaction.

Mark H. Chignell, Mu-Huan Chung, Jaturong Kongmanee, Khilan Jerath, Abhay Raman

CoRR, 2024

Maximizing Information Gain in Privacy-Aware Active Learning of Email Anomalies.

Mu-Huan Chung, Sharon Li, Jaturong Kongmanee, Lu Wang, Yuhong Yang, Calvin Giang, Khilan Jerath, Abhay Raman, David Lie, Mark H. Chignell

CoRR, 2024

A Human-AI Interaction Dashboard for Detecting Potentially Malicious Emails.

Jaturong Kongmanee, Mu-Huan Chung, April Luna, Lisa Zhan, Khilan Jerath, Abhay Raman, Mark H. Chignell

Proceedings of the 4th IEEE International Conference on Human-Machine Systems, 2024

2023

Implementing Data Exfiltration Defense in Situ: A Survey of Countermeasures and Human Involvement.

Mu-Huan Chung, Yuhong Yang, Lu Wang, Greg Cento, Khilan Jerath, Abhay Raman, David Lie, Mark H. Chignell

ACM Comput. Surv., 2023

Unsupervised Learning of Distributional Properties can Supplement Human Labeling and Increase Active Learning Efficiency in Anomaly Detection.

Jaturong Kongmanee, Mark H. Chignell, Khilan Jerath, Abhay Raman

CoRR, 2023

Implementing Active Learning in Cybersecurity: Detecting Anomalies in Redacted Emails.

Mu-Huan Chung, Lu Wang, Sharon Li, Yuhong Yang, Calvin Giang, Khilan Jerath, Abhay Raman, David Lie, Mark H. Chignell

CoRR, 2023

2020

Interactive Machine Learning for Data Exfiltration Detection: Active Learning with Human Expertise.

Mu-Huan Chung, Mark H. Chignell, Lu Wang, Alexandra Jovicic, Abhay Raman

Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020