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Ali Shafahi
Ali Shafahi
Graduate Research Assistant, University of Maryland
E-mail confirmado em umd.edu - Página inicial
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Adversarial Training for Free!
A Shafahi, M Najibi, A Ghiasi, Z Xu, J Dickerson, C Studer, LS Davis, ...
Advances in Neural Information Processing Systems (NeurIPS), 2019
6812019
Poison frogs! targeted clean-label poisoning attacks on neural networks
A Shafahi, WR Huang, M Najibi, O Suciu, C Studer, T Dumitras, ...
Advances in Neural Information Processing Systems (NeurIPS), 6103-6113, 2018
5432018
Are adversarial examples inevitable?
A Shafahi, WR Huang, C Studer, S Feizi, T Goldstein
International Conference on Learning Representations (ICLR), 2019
2212019
Transferable clean-label poisoning attacks on deep neural nets
C Zhu, WR Huang, A Shafahi, H Li, G Taylor, C Studer, T Goldstein
International Conference on Machine Learning (ICML), 2019
1492019
Universal adversarial training
A Shafahi, M Najibi, Z Xu, J Dickerson, LS Davis, T Goldstein
AAAI Conference on Artificial Intelligence (AAAI), 2020
1072020
Adversarially robust transfer learning
A Shafahi, P Saadatpanah, C Zhu, A Ghiasi, C Studer, D Jacobs, ...
International Conference on Learning Representations (ICLR), 2020
662020
Breaking certified defenses: Semantic adversarial examples with spoofed robustness certificates
A Ghiasi, A Shafahi, T Goldstein
International Conference on Learning Representations (ICLR), 2020
362020
Modeling contractors' project selection and markup decisions influenced by eminence
A Shafahi, A Haghani
International Journal of Project Management 32 (8), 1481-1493, 2014
352014
A stochastic emergency response location model considering secondary incidents on freeways
H Park, A Shafahi, A Haghani
IEEE Transactions on Intelligent Transportation Systems 17 (9), 2528-2540, 2016
302016
Adversarial attacks on copyright detection systems
P Saadatpanah, A Shafahi, T Goldstein
International Conference on Machine Learning (ICML), 2020
272020
Project selection and scheduling for phase-able projects with interdependencies among phases
A Shafahi, A Haghani
Automation in Construction 93, 47-62, 2018
252018
Solving the school bus routing problem by maximizing trip compatibility
A Shafahi, Z Wang, A Haghani
Transportation Research Record 2667 (1), 17-27, 2017
242017
Label smoothing and logit squeezing: a replacement for adversarial training?
A Shafahi, A Ghiasi, F Huang, T Goldstein
arXiv preprint arXiv:1910.11585, 2019
222019
SpeedRoute: Fast, efficient solutions for school bus routing problems
A Shafahi, Z Wang, A Haghani
Transportation research part B: methodological 117, 473-493, 2018
212018
Generalized maximum benefit multiple Chinese postman problem
A Shafahi, A Haghani
Transportation Research Part C: Emerging Technologies 55, 261-272, 2015
162015
WITCHcraft: Efficient PGD attacks with random step size
PY Chiang, J Geiping, M Goldblum, T Goldstein, R Ni, S Reich, A Shafahi
International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020
82020
SCDA: School compatibility decomposition algorithm for solving the multi-school bus routing and scheduling problem
Z Wang, A Shafahi, A Haghani
arXiv preprint arXiv:1711.00532, 2017
72017
Balanced scheduling of school bus trips using a perfect matching heuristic
A Shafahi, S Aliari, A Haghani
Transportation Research Record 2672 (48), 1-11, 2018
62018
Balanced routing of patrolling vehicles focusing on areas with historical crime
A Shafahi, A Haghani
Transportation Research Board 94th Annual MeetingTransportation Research Board, 2015
62015
Batch-wise Logit-Similarity: Generalizing Logit-Squeezing and Label-Smoothing
A Shafahi, A Ghiasi, M Najibi, F Huang, J Dickerson, T Goldstein
British Machine Vision Conference (BMVC), 2019
42019
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