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Ramy E. Ali
Ramy E. Ali
Samsung
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LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning
J So, CS Yang, C He, S Li, Q Yu, RE Ali, B Guler, S Avestimehr
Proceedings of Machine Learning and Systems (MLSys), 2022
902022
Securing Secure Aggregation: Mitigating Multi-Round Privacy Leakage in Federated Learning
J So*, RE Ali*, B Guler, J Jiao, S Avestimehr
Proceedings of the AAAI Conference on Artificial Intelligence 37, 2023
562023
Adaptive Verifiable Coded Computing: Towards Fast, Secure and Private Distributed Machine Learning
T Tang, RE Ali, H Hashemi, T Gangwani, S Avestimehr, M Annavaram
IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2021
302021
On Polynomial Approximations for Privacy-Preserving and Verifiable ReLU Networks
RE Ali*, J So*, AS Avestimehr
NeurIPS PPML Workshop, 2020
26*2020
Secure aggregation for buffered asynchronous federated learning
J So, RE Ali, B Güler, AS Avestimehr
Workshop on New Frontiers in Federated Learning in Conjunction with NeurIPS, 2021
252021
Hierarchical Deep Double Q-Routing
RE Ali, B Erman, E Baştuğ, B Cilli
ICC 2020-2020 IEEE International Conference on Communications (ICC), 1-7, 2019
252019
List-Decodable Coded Computing: Breaking the Adversarial Toleration Barrier
M Soleymani, RE Ali, H Mahdavifar, AS Avestimehr
2021 IEEE International Symposium on Information Theory (ISIT), 1206 - 1211, 2021
232021
List-Decodable Coded Computing: Breaking the Adversarial Toleration Barrier
M Soleymani, RE Ali, H Mahdavifar, AS Avestimehr
IEEE Journal on Selected Areas in Information Theory 2 (3), 867 - 878, 2021
232021
3LegRace: Privacy-Preserving DNN Training over TEEs and GPUs
Y Niu, RE Ali, S Avestimehr
Proceedings on Privacy Enhancing Technologies, 2022
16*2022
A Pricing-Based Cooperative Spectrum Sharing Stackelberg Game
RE Ali, KG Seddik, M Nafie, FF Digham
2014 12th International Symposium on Modeling and Optimization in Mobile, Ad …, 2014
102014
A Probabilistic MAC for Cognitive Radio Systems with Energy Harvesting Nodes
RE Ali, FF Digham, KG Seddik, M Nafie, A El-Keyi, Z Han
2014 IEEE Global Conference on Signal and Information Processing (GlobalSIP), 2014
92014
ApproxIFER: A Model-Agnostic Approach to Resilient and Robust Prediction Serving Systems
M Soleymani, RE Ali, H Mahdavifar, AS Avestimehr
Proceedings of the AAAI Conference on Artificial Intelligence 36, 2022
82022
Harnessing Correlations in Distributed Erasure-Coded Key-Value Stores
RE Ali, VR Cadambe
IEEE Transactions on Communications, 2017
6*2017
Info-Commit: Information-Theoretic Polynomial Commitment
S Sahraei, S Avestimehr, RE Ali
IEEE Transactions on Information Forensics and Security, 2021
52021
Consistent Distributed Storage of Correlated Data Updates Via Multi-version Coding
RE Ali, VR Cadambe
IEEE Information Theory Workshop (ITW), 176-180, 2016
52016
Consistency Analysis of Replication-Based Probabilistic Key-Value Stores
RE Ali
2021 IEEE International Conference on Communications (ICC), 2020
42020
Energy Efficient LED Layout Optimization for Near-Uniform Illumination
RE Ali, H Elgala
SPIE Optical Engineering+ Applications, 995406-995406-7, 2015
42015
On Multi-Round Privacy in Federated Learning
A Deer, RE Ali, AS Avestimehr
2022 56th Asilomar Conference on Signals, Systems, and Computers, 764-769, 2022
22022
Multi-version coding with side information
RE Ali, VR Cadambe, J Llorca, AM Tulino
2018 IEEE International Symposium on Information Theory (ISIT), 1934-1938, 2018
22018
All Rivers Run to the Sea: Private Learning with Asymmetric Flows
Y Niu, RE Ali, S Prakash, S Avestimehr
IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
12024
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