Ramy E. Ali

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 29

Top Topics

Privacy Preserving Association Rule Mining

Stackelberg Game

Fundamental Limits

Top Venues

Publications

Yue Niu, Ramy E. Ali, Saurav Prakash, Salman Avestimehr
All Rivers Run to the Sea: Private Learning with Asymmetric Flows. CoRR (2023)
Jinhyun So, Ramy E. Ali, Basak Güler, Jiantao Jiao, Amir Salman Avestimehr
Securing Secure Aggregation: Mitigating Multi-Round Privacy Leakage in Federated Learning. AAAI (2023)
Ramy E. Ali
Comments on CausalEC: A Causally Consistent Data Storage Algorithm Based on Cross-Object Erasure Coding. CoRR (2023)
Mahdi Soleymani, Ramy E. Ali, Hessam Mahdavifar, Amir Salman Avestimehr
ApproxIFER: A Model-Agnostic Approach to Resilient and Robust Prediction Serving Systems. AAAI (2022)
Saeid Sahraei, Amir Salman Avestimehr, Ramy E. Ali
Info-Commit: Information-Theoretic Polynomial Commitment. IEEE Trans. Inf. Forensics Secur. 17 (2022)
Tingting Tang, Ramy E. Ali, Hanieh Hashemi, Tynan Gangwani, Salman Avestimehr, Murali Annavaram
Adaptive Verifiable Coded Computing: Towards Fast, Secure and Private Distributed Machine Learning. IPDPS (2022)
Yue Niu, Ramy E. Ali, Salman Avestimehr
3LegRace: Privacy-Preserving DNN Training over TEEs and GPUs. Proc. Priv. Enhancing Technol. 2022 (4) (2022)
August Deer, Ramy E. Ali, Amir Salman Avestimehr
On Multi-Round Privacy in Federated Learning. IEEECONF (2022)
Jinhyun So, Corey J. Nolet, Chien-Sheng Yang, Songze Li, Qian Yu, Ramy E. Ali, Basak Guler, Salman Avestimehr
LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning. MLSys (2022)
Jinhyun So, Ramy E. Ali, Basak Guler, Jiantao Jiao, Salman Avestimehr
Securing Secure Aggregation: Mitigating Multi-Round Privacy Leakage in Federated Learning. IACR Cryptol. ePrint Arch. 2021 (2021)
Jinhyun So, Ramy E. Ali, Basak Guler, Jiantao Jiao, Salman Avestimehr
Securing Secure Aggregation: Mitigating Multi-Round Privacy Leakage in Federated Learning. CoRR (2021)
Tingting Tang, Ramy E. Ali, Hanieh Hashemi, Tynan Gangwani, Salman Avestimehr, Murali Annavaram
Verifiable Coded Computing: Towards Fast, Secure and Private Distributed Machine Learning. CoRR (2021)
Ramy E. Ali
Consistency Analysis of Replication-Based Probabilistic Key-Value Stores. ICC (2021)
Yue Niu, Ramy E. Ali, Salman Avestimehr
AsymML: An Asymmetric Decomposition Framework for Privacy-Preserving DNN Training and Inference. CoRR (2021)
Jinhyun So, Ramy E. Ali, Basak Güler, Amir Salman Avestimehr
Secure Aggregation for Buffered Asynchronous Federated Learning. CoRR (2021)
Mahdi Soleymani, Ramy E. Ali, Hessam Mahdavifar, Amir Salman Avestimehr
List-Decodable Coded Computing: Breaking the Adversarial Toleration Barrier. CoRR (2021)
Mahdi Soleymani, Ramy E. Ali, Hessam Mahdavifar, Amir Salman Avestimehr
ApproxIFER: A Model-Agnostic Approach to Resilient and Robust Prediction Serving Systems. CoRR (2021)
Mahdi Soleymani, Ramy E. Ali, Hessam Mahdavifar, Amir Salman Avestimehr
List-Decodable Coded Computing: Breaking the Adversarial Toleration Barrier. ISIT (2021)
Mahdi Soleymani, Ramy E. Ali, Hessam Mahdavifar, Amir Salman Avestimehr
List-Decodable Coded Computing: Breaking the Adversarial Toleration Barrier. IEEE J. Sel. Areas Inf. Theory 2 (3) (2021)
Ramy E. Ali, Bilgehan Erman, Ejder Bastug, Bruce Cilli
Hierarchical Deep Double Q-Routing. ICC (2020)
Ramy E. Ali
Consistency Analysis of Replication-Based Probabilistic Key-Value Stores. CoRR (2020)
Ramy E. Ali, Viveck R. Cadambe, Jaime Llorca, Antonia Maria Tulino
Fundamental Limits of Erasure-Coded Key-Value Stores With Side Information. IEEE Trans. Commun. 68 (7) (2020)
Ramy E. Ali, Jinhyun So, Amir Salman Avestimehr
On Polynomial Approximations for Privacy-Preserving and Verifiable ReLU Networks. CoRR (2020)
Ramy E. Ali, Viveck R. Cadambe
Harnessing Correlations in Distributed Erasure-Coded Key-Value Stores. IEEE Trans. Commun. 67 (9) (2019)
Ramy E. Ali, Bilgehan Erman, Ejder Bastug, Bruce Cilli
Hierarchical Deep Double Q-Routing. CoRR (2019)
Ramy E. Ali, Viveck R. Cadambe, Jaime Llorca, Antonia Maria Tulino
Multi-version Coding with Side Information. CoRR (2018)
Ramy E. Ali, Viveck R. Cadambe, Jaime Llorca, Antonia Maria Tulino
Multi-version Coding with Side Information. ISIT (2018)
Ramy E. Ali, Viveck R. Cadambe
Multi-version Coding for Consistent Distributed Storage of Correlated Data Updates. CoRR (2017)
Ramy E. Ali, Viveck R. Cadambe
Consistent distributed storage of correlated data updates via multi-version coding. ITW (2016)
Ramy E. Ali, Fadel F. Digham, Karim G. Seddik, Mohammed Nafie, Amr El-Keyi, Zhu Han
A probabilistic MAC for cognitive radio systems with energy harvesting nodes. GlobalSIP (2014)
Ramy E. Ali, Karim G. Seddik, Mohammed Nafie, Fadel F. Digham
A pricing-based cooperative spectrum sharing stackelberg game. WiOpt (2014)
Ramy E. Ali, Fadel F. Digham, Karim G. Seddik, Mohammed Nafie, Amr El-Keyi, Zhu Han
A Probabilistic MAC for Cognitive Radio Systems with Energy Harvesting Nodes. CoRR (2014)
Ramy E. Ali, Karim G. Seddik, Mohammed Nafie, Fadel F. Digham
A Pricing-Based Cooperative Spectrum Sharing Stackelberg Game. CoRR (2013)