متابعة
Saeed Mahloujifar
Saeed Mahloujifar
FAIR, Meta
بريد إلكتروني تم التحقق منه على meta.com - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
Improving adversarial robustness using proxy distributions‏
V Sehwag, S Mahloujifar, T Handina, S Dai, C Xiang, M Chiang, P Mittal‏
arXiv preprint arXiv:2104.09425 1, 2021‏
195*2021
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
1712019
Sparsefed: Mitigating model poisoning attacks in federated learning with sparsification‏
A Panda, S Mahloujifar, AN Bhagoji, S Chakraborty, P Mittal‏
International Conference on Artificial Intelligence and Statistics, 7587-7624, 2022‏
1112022
Property inference from poisoning‏
S Mahloujifar, E Ghosh, M Chase‏
2022 IEEE Symposium on Security and Privacy (SP), 1120-1137, 2022‏
107*2022
Revisiting the assumption of latent separability for backdoor defenses‏
X Qi, T Xie, Y Li, S Mahloujifar, P Mittal‏
The eleventh international conference on learning representations, 2023‏
992023
Mitigating membership inference attacks by {Self-Distillation} through a novel ensemble architecture‏
X Tang, S Mahloujifar, L Song, V Shejwalkar, M Nasr, A Houmansadr, ...‏
31st USENIX Security Symposium (USENIX Security 22), 1433-1450, 2022‏
972022
Is private learning possible with instance encoding?‏
N Carlini, S Deng, S Garg, S Jha, S Mahloujifar, M Mahmoody, A Thakurta, ...‏
2021 IEEE Symposium on Security and Privacy (SP), 410-427, 2021‏
972021
Universal Multi-Party Poisoning Attacks‏
S Mahloujifar, M Mahmoody, A Mohammed‏
International Conference on Machine Learning, 4274-4283, 2019‏
90*2019
Adversarial risk and robustness: General definitions and implications for the uniform distribution‏
D Diochnos, S Mahloujifar, M Mahmoody‏
Advances in Neural Information Processing Systems 31, 2018‏
902018
{PatchCleanser}: Certifiably robust defense against adversarial patches for any image classifier‏
C Xiang, S Mahloujifar, P Mittal‏
31st USENIX Security Symposium (USENIX Security 22), 2065-2082, 2022‏
852022
Model-targeted poisoning attacks with provable convergence‏
F Suya, S Mahloujifar, A Suri, D Evans, Y Tian‏
International Conference on Machine Learning, 10000-10010, 2021‏
532021
Can Adversarially Robust Learning Leverage Computational Hardness?‏
S Mahloujifar, M Mahmoody‏
[edit] Saeed Mahloujifar, Mohammad Mahmoody ; Proceedings of the 30th …, 2019‏
472019
Towards a proactive {ML} approach for detecting backdoor poison samples‏
X Qi, T Xie, JT Wang, T Wu, S Mahloujifar, P Mittal‏
32nd USENIX Security Symposium (USENIX Security 23), 1685-1702, 2023‏
432023
Membership inference on word embedding and beyond‏
S Mahloujifar, HA Inan, M Chase, E Ghosh, M Hasegawa‏
arXiv preprint arXiv:2106.11384, 2021‏
432021
Bounding training data reconstruction in dp-sgd‏
J Hayes, B Balle, S Mahloujifar‏
Advances in Neural Information Processing Systems 36, 2024‏
412024
Learning under -Tampering Attacks‏
S Mahloujifar, DI Diochnos, M Mahmoody‏
Proceedings of Algorithmic Learning Theory, PMLR 83:572-596, 2018., 2018‏
352018
Parameterizing activation functions for adversarial robustness‏
S Dai, S Mahloujifar, P Mittal‏
2022 IEEE Security and Privacy Workshops (SPW), 80-87, 2022‏
342022
Just rotate it: Deploying backdoor attacks via rotation transformation‏
T Wu, T Wang, V Sehwag, S Mahloujifar, P Mittal‏
Proceedings of the 15th ACM Workshop on Artificial Intelligence and Security …, 2022‏
302022
Blockwise p-Tampering Attacks on Cryptographic Primitives, Extractors, and Learners‏
S Mahloujifar, M Mahmoody‏
Theory of Cryptography: 15th International Conference, TCC 2017, Baltimore …, 2017‏
302017
Publicly detectable watermarking for language models‏
J Fairoze, S Garg, S Jha, S Mahloujifar, M Mahmoody, M Wang‏
arXiv preprint arXiv:2310.18491, 2023‏
292023
يتعذر على النظام إجراء العملية في الوقت الحالي. عاود المحاولة لاحقًا.
مقالات 1–20