Publications
Publications
Conference Papers & Competitions
2024
The SaTML ‘24 CNN Interpretability Competition: New Innovations for Concept-Level Interpretability
Stephen Casper, Jieun Yun, Joonhyuk Baek, Yeseong Jung, Minhwan Kim, Kiwan Kwon, Saerom Park, Hayden Moore, David Shriver, Marissa Connor, Keltin Grimes, Angus Nicolson, Arush Tagade, Jessica Rumbelow, Hieu Minh Nguyen, Dylan Hadfield-Menell
Follow-up report for 2nd IEEE Conference on Secure and Trustworthy Machine Learning (SaTML)
Toronto, Canada, 2024
arXiv:2404.02949
🏆 Competition Achievement:
2nd Place, IEEE Conference on Secure and Trustworthy Machine Learning, SaTML: CNN Interpretability Competition (2024)
Competition Website
2023
Adaptability of Computer Vision at the Tactical Edge: Addressing Environmental Uncertainty
Hayden Moore
The 28th annual International Command and Control Research and Technology Symposium (ICCRTS)
Baltimore, MD, 2023
arXiv:2312.00269
🏆 Award:
Best Paper Nominee for the 28th annual International Command and Control Research and Technology Symposium (ICCRTS)
Best Paper Nominations
2023
Understanding Bias Transfer from Foundational Models to Fine-tuned Child Models
Sinha, A., Moore, H., VanHoudnos N.
Conference on Applied Machine Learning for Information Security (CAMLIS)
Arlington, VA, 2023
Conference Website | PDF
Technical Reports
2023
Leveraging Adversarial Machine Learning Techniques to Perform Query-Access Fairness Evaluations
Sinha, A., Moore, H., VanHoudnos, N.
Software Engineering Institute’s (SEI) 2023 Research Review
Pittsburgh, PA, 2023
SEI Research Review
2022
Juneberry Version 0.5 Simulates Attacks on Machine Learning Systems
Mellinger, A., Brown, B., Churilla, M., Gallagher, S., Helland, J., Justice, D., Mittermeier, D., Moore, H., Nichols, W., Shaw, W., Sinha, A., VanHoudnos, N., Widjaja, J., Winski, N., Zucca, J.
Software Engineering Institute’s (SEI) 2022 Research Review
Pittsburgh, PA, 2022
SEI Year in Review
2020
AI Collaboration Supports U.S. Army Operations
Graham, D., Heim, E., Helland, J., McCarthy, R., Moore, H., Morales, J., Palat, J., Smith, C., Deusen, A., Widjaja, J., Wright, O.
Software Engineering Institute’s (SEI) 2020 Research Review
Pittsburgh, PA, 2020
SEI Year in Review
Invited Talks
2024
CNN Interpretability: Competition Results
IEEE SaTML’24, University of Toronto, CA, 2024
2023
State-of-the-art Ship Detection Algorithms
Software Engineering Institute and Office of Naval Research Summit, 2023
2023
Data Pipelines for Object Detection at the Tactical Edge
Software Engineering Institute AI Workforce Development Lunch Series, 2023
2021
Technical Underpinnings of Decentralized Blockchains
Guest speaker for Robert Beveridge’s Cryptography course (95-745) at Carnegie Mellon University
Pittsburgh, PA, 2021