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Mohamed Seif
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Wireless federated learning with local differential privacy
M Seif, R Tandon, M Li
2020 IEEE International Symposium on Information Theory (ISIT), 2604-2609, 2020
1732020
Context-Aware Local Information Privacy
B Jiang*, M Seif*, R Tandon, M Li, (*: co-first authors, aplhabetical order)
IEEE Transactions on Information Forensics and Security, 2021
372021
Privacy Amplification for Federated Learning via User Sampling and Wireless Aggregation
M Seif, WT Chang, R Tandon
IEEE Journal on Selected Areas in Communications, 2021
362021
Differentially private community detection for stochastic block models
MS Mohamed, D Nguyen, A Vullikanti, R Tandon
International Conference on Machine Learning, 15858-15894, 2022
17*2022
Cooperative D2D Communication in Downlink Cellular Networks with Energy Harvesting Capability
M Seif, K Seddik, M Nafie
Wireless Communications and Mobile Computing Conference (IWCMC), 2017 13th …, 2017
142017
On the secure degrees of freedom of the K-user interference channel with delayed CSIT
M Seif, R Tandon, M Li
2018 IEEE International Symposium on Information Theory (ISIT), 201-205, 2018
112018
Answering Count Queries for Genomic Data with Perfect Privacy
B Jiang, M Seif, R Tandon, M Li
IEEE Transactions on Information Forensics and Security, 2023
72023
Context Aware Laplacian Mechanism for Local Information Privacy
M Seif, R Tandon, M Li
The IEEE Information Theory Workshop (ITW), 2019
72019
Secure Retrospective Interference Alignment
M Seif, R Tandon, M Li
Entropy, 2019
62019
Censoring for improved sensing performance in infrastructure-less cognitive radio networks
M Seif, M Karmoose, M Youssef
2015 IEEE 81st Vehicular Technology Conference (VTC Spring), 1-5, 2015
62015
Achievable degrees of freedom of the k-user miso broadcast channel with alternating csit via interference creation-resurrection
M Seif, A El-Keyi, M Nafie
2016 IEEE 84th Vehicular Technology Conference (VTC-Fall), 1-6, 2016
52016
Sparse spectrum sensing in infrastructure-less cognitive radio networks via binary consensus algorithms
M Seif, T ElBatt, KG Seddik
2016 IEEE 27th Annual International Symposium on Personal, Indoor, and …, 2016
42016
Differentially Private Federated Learning with Drift Control
WT Chang, M Seif, R Tandon
CISS 2022 : Conference on Information Sciences and Systems, 2022
22022
On the necessity of aligning gradients for wireless federated learning
WT Chang, MSE Mohamed, R Tandon
2021 IEEE 22nd International Workshop on Signal Processing Advances in …, 2021
22021
On the DoF of X-Networks With Synergistic Alternating CSIT: A Step Towards Integrated Communication and Sensing
A Wagdy, A El-Keyi, T Khattab
arXiv preprint arXiv:1605.07069, 2016
2*2016
On Differential Privacy for Wireless Federated Learning with Non-coherent Aggregation
M Seif, A S, V Poor, A Goldsmith
IEEE Global Communications Conference, 2023
12023
Differentially Private Community Detection over Stochastic Block Models with Graph Sketching
M Seif, AJ Goldsmith, HV Poor
CISS 2023 : Conference on Information Sciences and Systems, 2023
12023
On the Secure Degrees of Freedom of 2ื 2ื 2 Multi-Hop Network with Untrusted Relays
M Seif, R Tandon, M Li
IEEE International Conference on Communications (ICC), 2018
12018
Over-the-air Aggregation-based Federated Learning for Technology Recognition in Multi-RAT Networks
M Girmay, M Seif, A Shahid, V Poor, I Moerman
IEEE International Symposium on Dynamic Spectrum Access Networks (DySPAN), 2024
2024
Differentially Private Sketch-and-Solve for Community Detection via Semidefinite Programming
M Seif, Y Chen, A Goldsmith, V Poor
IEEE Journal on Selected Areas in Information Theory, 2024
2024
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Articles 1–20