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Hossein Souri
Hossein Souri
PhD Candidate at Johns Hopkins University
Verified email at jhu.edu - Homepage
Title
Cited by
Cited by
Year
Sleeper agent: Scalable hidden trigger backdoors for neural networks trained from scratch
H Souri, L Fowl, R Chellappa, M Goldblum, T Goldstein
Advances in Neural Information Processing Systems 35, 19165-19178, 2022
832022
Atfacegan: Single face image restoration and recognition from atmospheric turbulence
CP Lau, H Souri, R Chellappa
2020 15th IEEE International Conference on Automatic Face and Gesture …, 2020
342020
Pre-train your loss: Easy bayesian transfer learning with informative priors
R Shwartz-Ziv, M Goldblum, H Souri, S Kapoor, C Zhu, Y LeCun, ...
Advances in Neural Information Processing Systems 35, 27706-27715, 2022
292022
Mutual adversarial training: Learning together is better than going alone
J Liu, CP Lau, H Souri, S Feizi, R Chellappa
IEEE Transactions on Information Forensics and Security 17, 2364-2377, 2022
162022
Towards gender-neutral face descriptors for mitigating bias in face recognition
P Dhar, J Gleason, H Souri, CD Castillo, R Chellappa
arXiv preprint arXiv:2006.07845, 2020
142020
The close relationship between contrastive learning and meta-learning
R Ni, M Shu, H Souri, M Goldblum, T Goldstein
International conference on learning representations, 2021
132021
Thinking two moves ahead: Anticipating other users improves backdoor attacks in federated learning
Y Wen, J Geiping, L Fowl, H Souri, R Chellappa, M Goldblum, T Goldstein
arXiv preprint arXiv:2210.09305, 2022
102022
An adversarial learning algorithm for mitigating gender bias in face recognition
P Dhar, J Gleason, H Souri, CD Castillo, R Chellappa
arXiv preprint arXiv:2006.07845 2, 2020
92020
A deep dive into dataset imbalance and bias in face identification
V Cherepanova, S Reich, S Dooley, H Souri, J Dickerson, M Goldblum, ...
Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society, 229-247, 2023
82023
Battle of the backbones: A large-scale comparison of pretrained models across computer vision tasks
M Goldblum, H Souri, R Ni, M Shu, V Prabhu, G Somepalli, ...
Advances in Neural Information Processing Systems 36, 2024
62024
Interpolated joint space adversarial training for robust and generalizable defenses
CP Lau, J Liu, H Souri, WA Lin, S Feizi, R Chellappa
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023
52023
Adversarial attacks and robust defenses in deep learning
CP Lau, J Liu, WA Lin, H Souri, P Khorramshahi, R Chellappa
Handbook of Statistics 48, 29-58, 2023
42023
Identification of attack-specific signatures in adversarial examples
H Souri, P Khorramshahi, CP Lau, M Goldblum, R Chellappa
arXiv preprint arXiv:2110.06802, 2021
32021
Gans with variational entropy regularizers: Applications in mitigating the mode-collapse issue
P Khorramshahi, H Souri, R Chellappa, S Feizi
arXiv preprint arXiv:2009.11921, 2020
32020
Identifying Attack-Specific Signatures in Adversarial Examples
H Souri, P Khorramshahi, CP Lau, M Goldblum, R Chellappa
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
2024
Generating Potent Poisons and Backdoors from Scratch with Guided Diffusion
H Souri, A Bansal, H Kazemi, L Fowl, A Saha, J Geiping, AG Wilson, ...
arXiv preprint arXiv:2403.16365, 2024
2024
Interpolated Joint Space Adversarial Training for Robust and Generalizable Defenses
C Pong Lau, J Liu, H Souri, WA Lin, S Feizi, R Chellappa
arXiv e-prints, arXiv: 2112.06323, 2021
2021
Certified Watermarks for Neural Networks
AA Bansal, P Chiang, M Curry, H Souri, R Chellappa, JP Dickerson, ...
2020
ATFaceGAN: Single Face Image Restoration and Recognition from Atmospheric Turbulence
C Pong Lau, H Souri, R Chellappa
arXiv e-prints, arXiv: 1910.03119, 2019
2019
2020 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG
L Xi, W Chen, A Bulat, J Kossaifi, MR Koujan, MC Doukas, L Alharbawee, ...
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Articles 1–20