Gregory Fields

According to our database, Gregory Fields authored at least 10 papers between 2003 and 2026.

Collaborative distances:

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

2026

Trojans in Artificial Intelligence (TrojAI) Final Report.

Kristopher W. Reese, Taylor Kulp-McDowall, Michael Majurski, Timothy Blattner, Derek Juba, Peter Bajcsy, Antonio Cardone, Philippe Dessauw, Alden Dima, Anthony J. Kearsley, Melinda Kleczynski, Joel Vasanth, Walid Keyrouz, Chace Ashcraft, Neil Fendley, Ted Staley, Trevor Stout, Josh Carney, Greg Canal, William Redman, Aurora Schmidt, Cameron Hickert, William Paul, Jared Markowitz, Nathan Drenkow, David Shriver, Marissa Connor, Keltin Grimes, Marco Christiani, Hayden Moore, Jordan Widjaja, Kasimir Gabert, Uma Balakrishnan, Satyanadh Gundimada, John Jacobellis, Sandya Lakkur, Vitus Leung, Jon Roose, Casey Battaglino, Farinaz Koushanfar, Greg Fields, Xihe Gu, Yaman Jandali, Xinqiao Zhang, Tara Javidi, Akash Vartak, Tim Oates, Ben Erichson, Michael Mahoney, Rauf Izmailov, Xiangyu Zhang, Guangyu Shen, Siyuan Cheng, Shiqing Ma, XiaoFeng Wang, Haixu Tang, Di Tang, Xiaoyi Chen, Zihao Wang, Rui Zhu, Susmit Jha, Xiao Lin, Manoj Acharya, Weichao Zhou, Feisi Fu, Panagiota Kiourti, Chenyu Wang, Zijian Guo, H. M. Sabbir Ahmad, Wenchao Li, Chao Chen

CoRR, February, 2026

2025

Active Sampling for Markov Hypothesis Testing.

Greg Fields, Tara Javidi

Proceedings of the IEEE International Symposium on Information Theory, 2025

2024

Trojan Cleansing with Neural Collapse.

Xihe Gu, Greg Fields, Yaman Jandali, Tara Javidi, Farinaz Koushanfar

CoRR, 2024

Sequential Hypothesis Testing of Quantum States.

Greg Fields, Neha Sangwan, Jack Postlewaite, Saikat Guha, Tara Javidi

Proceedings of the IEEE Information Theory Workshop, 2024

2023

Sequential Hypothesis Testing for Markov Chains.

Greg Fields, Tara Javidi

Proceedings of the IEEE International Symposium on Information Theory, 2023

2021

Adaptive Sampling for Minimax Fair Classification.

Shubhanshu Shekhar, Greg Fields, Mohammad Ghavamzadeh, Tara Javidi

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Trojan Signatures in DNN Weights.

Greg Fields, Mohammad Samragh, Mojan Javaheripi, Farinaz Koushanfar, Tara Javidi

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Contextual Shortest Path with Unknown Context Distributions.

Xinghan Wang, Gregory Fields, Tara Javidi

Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

2020

CleaNN: Accelerated Trojan Shield for Embedded Neural Networks.

Mojan Javaheripi, Mohammad Samragh, Gregory Fields, Tara Javidi, Farinaz Koushanfar

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2020

2003

The Effect of External Safeguards on Human-Information System Trust in an Information Warfare Environment.

David P. Biros, Gregory Fields, Gregg H. Gunsch

Proceedings of the 36th Hawaii International Conference on System Sciences (HICSS-36 2003), 2003