Basak Güler

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 19

Top Topics

Secure Multi Party

Machine Learning

Logistic Regression

Top Venues

IEEE J. Sel. Areas Inf. Theory

IEEE Trans. Commun.

Publications

Hasin Us Sami, Basak Güler
Over-the-Air Clustered Federated Learning. IEEE Trans. Wirel. Commun. 23 (7) (2024)
Xingyu Lu, Hasin Us Sami, Basak Güler
Privacy-Preserving Collaborative Learning With Linear Communication Complexity. IEEE Trans. Inf. Theory 70 (8) (2024)
Hasin Us Sami, Basak Güler
Secure Aggregation for Clustered Federated Learning With Passive Adversaries. IEEE Trans. Commun. 72 (7) (2024)
Xingyu Lu, Hasin Us Sami, Basak Güler
SCALR: Communication-Efficient Secure Multi-Party Logistic Regression. IEEE Trans. Commun. 72 (1) (2024)
Xingyu Lu, Basak Güler
Breaking the Quadratic Communication Overhead of Secure Multi-Party Neural Network Training. ISIT (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)
Hasin Us Sami, Basak Güler
Secure Aggregation for Clustered Federated Learning. ISIT (2023)
Xingyu Lu, Hasin Us Sami, Basak Güler
Dropout-Resilient Secure Multi-Party Collaborative Learning with Linear Communication Complexity. AISTATS (2023)
Hasin Us Sami, Basak Güler
Over-the-Air Personalized Federated Learning. ICASSP (2022)
Irem Ergün, Hasin Us Sami, Basak Güler
Communication-Efficient Secure Aggregation for Federated Learning. GLOBECOM (2022)
Jinhyun So, Basak Güler, Amir Salman Avestimehr
CodedPrivateML: A Fast and Privacy-Preserving Framework for Distributed Machine Learning. IEEE J. Sel. Areas Inf. Theory 2 (1) (2021)
Jinhyun So, Basak Güler, Amir Salman Avestimehr
Turbo-Aggregate: Breaking the Quadratic Aggregation Barrier in Secure Federated Learning. IEEE J. Sel. Areas Inf. Theory 2 (1) (2021)
Jinhyun So, Ramy E. Ali, Basak Güler, Amir Salman Avestimehr
Secure Aggregation for Buffered Asynchronous Federated Learning. CoRR (2021)
Jinhyun So, Basak Güler, Amir Salman Avestimehr
Byzantine-Resilient Secure Federated Learning. IEEE J. Sel. Areas Commun. 39 (7) (2021)
Basak Güler, Aylin Yener
Energy-Harvesting Distributed Machine Learning. ISIT (2021)
Jinhyun So, Basak Güler, Salman Avestimehr
A Scalable Approach for Privacy-Preserving Collaborative Machine Learning. NeurIPS (2020)
Basak Güler, Amir Salman Avestimehr, Antonio Ortega
TACC: Topology-Aware Coded Computing for Distributed Graph Processing. IEEE Trans. Signal Inf. Process. over Networks 6 (2020)
Basak Güler, Ajinkya Jayawant, Amir Salman Avestimehr, Antonio Ortega
Robust Graph Signal Sampling. ICASSP (2019)
Basak Güler, Amir Salman Avestimehr, Antonio Ortega
Privacy-Aware Distributed Graph-Based Semi-Supervised Learning. MLSP (2019)