Md Amran Siddiqui

Publication Activity (10 Years)

Years Active: 2015-2019
Publications (10 Years): 6

Top Topics

Anomalous Behavior

Detecting Anomalies

Anomaly Detection

One Class Support Vector Machines

Top Venues

ACM Trans. Knowl. Discov. Data

Publications

Md Amran Siddiqui, Alan Fern, Thomas G. Dietterich, Weng-Keen Wong
Sequential Feature Explanations for Anomaly Detection. ACM Trans. Knowl. Discov. Data 13 (1) (2019)
Md Amran Siddiqui, Jack W. Stokes, Christian Seifert, Evan Argyle, Robert McCann, Joshua Neil, Justin Carroll
Detecting Cyber Attacks Using Anomaly Detection with Explanations and Expert Feedback. ICASSP (2019)
Md Amran Siddiqui, Alan Fern, Ryan Wright, Alec Theriault, David W. Archer, William Maxwell
Detecting Cyberattack Entities from Audit Data via Multi-View Anomaly Detection with Feedback. AAAI Workshops (2018)
Md Amran Siddiqui, Alan Fern, Thomas G. Dietterich, Ryan Wright, Alec Theriault, David W. Archer
Feedback-Guided Anomaly Discovery via Online Optimization. KDD (2018)
Shubhomoy Das, Weng-Keen Wong, Alan Fern, Thomas G. Dietterich, Md Amran Siddiqui
Incorporating Feedback into Tree-based Anomaly Detection. CoRR (2017)
Md Amran Siddiqui, Alan Fern, Thomas G. Dietterich, Shubhomoy Das
Finite Sample Complexity of Rare Pattern Anomaly Detection. UAI (2016)
Md Amran Siddiqui, Alan Fern, Thomas G. Dietterich, Weng-Keen Wong
Sequential Feature Explanations for Anomaly Detection. CoRR (2015)