Saeed Mahloujifar
Title
Cited by
Cited by
Year
The curse of concentration in robust learning: Evasion and poisoning attacks from concentration of measure
S Mahloujifar, DI Diochnos, M Mahmoody
Proceedings of the AAAI Conference on Artificial Intelligence 33, 4536-4543, 2019
642019
Adversarial risk and robustness: General definitions and implications for the uniform distribution
D Diochnos, S Mahloujifar, M Mahmoody
Advances in Neural Information Processing Systems, 10359-10368, 2018
232018
Can Adversarially Robust Learning Leverage Computational Hardness?
S Mahloujifar, M Mahmoody
[edit] Saeed Mahloujifar, Mohammad Mahmoody ; Proceedings of the 30th …, 2019
192019
Blockwise p-Tampering Attacks on Cryptographic Primitives, Extractors, and Learners
S Mahloujifar, M Mahmoody
Theory of Cryptography Conference, 245-279, 2017
162017
Learning under -Tampering Attacks
S Mahloujifar, DI Diochnos, M Mahmoody
Proceedings of Algorithmic Learning Theory, PMLR 83:572-596, 2018., 2018
152018
Universal Multi-party Poisoning Attacks
S Mahloujifar, M Mahmoody, A Mohammed
Proceedings of the 36th International Conference on Machine Learning, PMLR …, 2019
11*2019
Adversarially robust learning could leverage computational hardness
S Garg, S Jha, S Mahloujifar, M Mahmoody
Proceedings of the 31st International Conference on Algorithmic Learning …, 2020
62020
Lower bounds for adversarially robust pac learning
DI Diochnos, S Mahloujifar, M Mahmoody
arXiv preprint arXiv:1906.05815, 2019
62019
Empirically measuring concentration: Fundamental limits on intrinsic robustness
S Mahloujifar, X Zhang, M Mahmoody, D Evans
Advances in Neural Information Processing Systems, 5209-5220, 2019
62019
Near linear-time community detection in networks with hardly detectable community structure
A Rezaei, SM Far, M Soleymani
2015 IEEE/ACM International Conference on Advances in Social Networks …, 2015
6*2015
Computational concentration of measure: Optimal bounds, reductions, and more
O Etesami, S Mahloujifar, M Mahmoody
Proceedings of the 2020 ACM-SIAM Symposium on Discrete Algorithms, 2020
52020
An Attack on InstaHide: Is Private Learning Possible with Instance Encoding?
N Carlini, S Deng, S Garg, S Jha, S Mahloujifar, M Mahmoody, S Song, ...
arXiv preprint arXiv:2011.05315, 2020
22020
Model-Targeted Poisoning Attacks: Provable Convergence and Certified Bounds
F Suya, S Mahloujifar, D Evans, Y Tian
arXiv preprint arXiv:2006.16469, 2020
12020
Learning under p-tampering poisoning attacks
S Mahloujifar, DI Diochnos, M Mahmoody
Annals of Mathematics and Artificial Intelligence 88 (7), 759-792, 2020
2020
Obliviousness Makes Poisoning Adversaries Weaker
S Garg, S Jha, S Mahloujifar, M Mahmoody, A Thakurta
arXiv preprint arXiv:2003.12020, 2020
2020
A Complexity Theoretic Approach to Adversarial Machine Learning
S Mahloujifar
2019
Empirically Measuring Concentration: Fundamental Limits on Intrinsic Robustness Download PDF
S Mahloujifar, X Zhang, M Mahmoody, D Evans
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