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Todd Huster
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2020 – today
- 2023
- [c4]Shehzeen Hussain, Todd Huster, Chris Mesterharm, Paarth Neekhara, Farinaz Koushanfar:
ReFace: Adversarial Transformation Networks for Real-time Attacks on Face Recognition Systems. DSN 2023: 302-312 - 2022
- [i7]Shehzeen Hussain, Todd Huster, Chris Mesterharm, Paarth Neekhara, Kevin An, Malhar Jere, Harshvardhan Sikka, Farinaz Koushanfar:
ReFace: Real-time Adversarial Attacks on Face Recognition Systems. CoRR abs/2206.04783 (2022) - 2021
- [c3]Todd Huster, Jeremy E. J. Cohen, Zinan Lin, Kevin Chan, Charles A. Kamhoua, Nandi O. Leslie, Cho-Yu Jason Chiang, Vyas Sekar:
Pareto GAN: Extending the Representational Power of GANs to Heavy-Tailed Distributions. ICML 2021: 4523-4532 - [i6]Todd Huster, Jeremy E. J. Cohen, Zinan Lin, Kevin Chan, Charles A. Kamhoua, Nandi Leslie, Cho-Yu Jason Chiang, Vyas Sekar:
Pareto GAN: Extending the Representational Power of GANs to Heavy-Tailed Distributions. CoRR abs/2101.09113 (2021) - [i5]Todd Huster, Emmanuel Ekwedike:
TOP: Backdoor Detection in Neural Networks via Transferability of Perturbation. CoRR abs/2103.10274 (2021) - [i4]Richard Lau, Lihan Yao, Todd Huster, William Johnson, Stephen Arleth, Justin Wong, Devin B. Ridge, Michael Fletcher, William C. Headley:
Scaled-Time-Attention Robust Edge Network. CoRR abs/2107.04688 (2021) - 2020
- [i3]Sanjai Narain, Emily Mak, Dana Chee, Todd Huster, Jeremy E. J. Cohen, Kishore Pochiraju, Brendan J. Englot, Niraj K. Jha, Karthik S. Narayan:
Robot Design With Neural Networks, MILP Solvers and Active Learning. CoRR abs/2010.09842 (2020)
2010 – 2019
- 2019
- [i2]Jeremy E. J. Cohen, Todd Huster, Ra Cohen:
Universal Lipschitz Approximation in Bounded Depth Neural Networks. CoRR abs/1904.04861 (2019) - 2018
- [c2]Todd P. Huster, Cho-Yu Jason Chiang, Ritu Chadha, Ananthram Swami:
Towards the Development of Robust Deep Neural Networks in Adversarial Settings. MILCOM 2018: 419-424 - [c1]Todd Huster, Cho-Yu Jason Chiang, Ritu Chadha:
Limitations of the Lipschitz Constant as a Defense Against Adversarial Examples. Nemesis/UrbReas/SoGood/IWAISe/GDM@PKDD/ECML 2018: 16-29 - [i1]Todd Huster, Cho-Yu Jason Chiang, Ritu Chadha:
Limitations of the Lipschitz constant as a defense against adversarial examples. CoRR abs/1807.09705 (2018)
Coauthor Index
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