Research Interests: Security of machine learning systems, adversarial machine learning, and reinforcement learning. My dissertation focuses on building robust systems with adversarial reinforcement learning agents.
Email: domico@cs.wisc.edu
Address: 1205 University Avenue, Room 4576, Madison, WI 53706, USA
@inproceedings{agents_cvpr26,
address = {Denver, CO},
title={Adversarial Agents: Black-Box Evasion Attacks with Reinforcement Learning},
author={Kyle Domico and Jean-Charles Noirot Ferrand and Ryan Sheatsley and Eric Pauley and Josiah Hanna and Patrick McDaniel},
booktitle={Findings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
year={2026},
month = jun,
eprint={2503.01734},
archivePrefix={arXiv},
primaryClass={cs.CR},
url={https://arxiv.org/abs/2503.01734},
}
@inproceedings{pauley_secure_2025,
address = {San Diego, CA},
author = {Eric Pauley and Kyle Domico and Blaine Hoak and Ryan Sheatsley and Quinn Burke and Yohan Beugin and Engin Kirda and Patrick McDaniel},
booktitle = {2025 Network and Distributed Systems Security Symposium (NDSS)},
month = {February},
publisher = {Internet Society},
title = {Secure {IP} {Address} {Allocation} at {Cloud} {Scale}},
url = {https://arxiv.org/abs/2210.14999},
year = {2025}
}