Todd Huster

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 10

Top Topics

Face Recognition Systems

Heavy Tailed Distributions

Top Venues

Nemesis/UrbReas/SoGood/IWAISe/GDM@PKDD/ECML

Publications

Shehzeen Hussain, Todd Huster, Chris Mesterharm, Paarth Neekhara, Farinaz Koushanfar
ReFace: Adversarial Transformation Networks for Real-time Attacks on Face Recognition Systems. DSN (2023)
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 (2022)
Richard Lau, Lihan Yao, Todd Huster, William Johnson, Stephen Arleth, Justin Wong, Devin Ridge, Michael Fletcher, William C. Headley
Scaled-Time-Attention Robust Edge Network. CoRR (2021)
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 (2021)
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)
Todd Huster, Emmanuel Ekwedike
TOP: Backdoor Detection in Neural Networks via Transferability of Perturbation. CoRR (2021)
Sanjai Narain, Emily Mak, Dana Chee, Todd Huster, Jeremy E. J. Cohen, Kishore Pochiraju, Brendan J. Englot, Niraj K. Jha, Karthik Narayan
Robot Design With Neural Networks, MILP Solvers and Active Learning. CoRR (2020)
Jeremy E. J. Cohen, Todd Huster, Ra Cohen
Universal Lipschitz Approximation in Bounded Depth Neural Networks. CoRR (2019)
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)
Todd Huster, Cho-Yu Jason Chiang, Ritu Chadha
Limitations of the Lipschitz constant as a defense against adversarial examples. CoRR (2018)