Private Wireless Federated Learning with Anonymous Over-the-Air
Computation

v1v2 (latest)

Private Wireless Federated Learning with Anonymous Over-the-Air Computation

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020

17 November 2020

Burak Hasircioglu

Deniz Gunduz

ArXiv (abs)PDF HTML

Papers citing "Private Wireless Federated Learning with Anonymous Over-the-Air Computation"

15 / 15 papers shown

Private Collaborative Edge Inference via Over-the-Air Computation

Private Collaborative Edge Inference via Over-the-Air Computation

Selim F. Yilmaz

Burak Hasircioglu

Deniz Gunduz

421

12

0

30 Jul 2024

Privacy Preserving Semi-Decentralized Mean Estimation over
Intermittently-Connected Networks

Privacy Preserving Semi-Decentralized Mean Estimation over Intermittently-Connected Networks

Andrea J. Goldsmith

H. Vincent Poor

244

6

0

06 Jun 2024

Over-The-Air Federated Learning: Status Quo, Open Challenges, and Future
Directions

Over-The-Air Federated Learning: Status Quo, Open Challenges, and Future DirectionsFundamental Research (FR), 2023

H. Vincent Poor

247

41

0

03 Jul 2023

Differentially Private Over-the-Air Federated Learning Over MIMO Fading
Channels

Differentially Private Over-the-Air Federated Learning Over MIMO Fading ChannelsIEEE Transactions on Wireless Communications (IEEE TWC), 2023

261

12

0

19 Jun 2023

Differentially Private Wireless Federated Learning Using Orthogonal
Sequences

Differentially Private Wireless Federated Learning Using Orthogonal Sequences

H. Vincent Poor

318

1

0

14 Jun 2023

AnoFel: Supporting Anonymity for Privacy-Preserving Federated Learning

AnoFel: Supporting Anonymity for Privacy-Preserving Federated LearningProceedings on Privacy Enhancing Technologies (PoPETs), 2023

Ghada Almashaqbeh

233

5

0

12 Jun 2023

Over-the-Air Federated Learning with Privacy Protection via Correlated
Additive Perturbations

Over-the-Air Federated Learning with Privacy Protection via Correlated Additive PerturbationsAllerton Conference on Communication, Control, and Computing (Allerton), 2022

Erik G. Larsson

223

21

0

05 Oct 2022

Semi-Decentralized Federated Learning with Collaborative Relaying

Semi-Decentralized Federated Learning with Collaborative RelayingInternational Symposium on Information Theory (ISIT), 2022

Deniz Gündüz

Andrea J. Goldsmith

263

37

0

23 May 2022

Differentially Private Federated Learning via Reconfigurable Intelligent
Surface

Differentially Private Federated Learning via Reconfigurable Intelligent SurfaceIEEE Internet of Things Journal (IEEE IoT J.), 2022

256

36

0

31 Mar 2022

Robust Federated Learning with Connectivity Failures: A
Semi-Decentralized Framework with Collaborative Relaying

Robust Federated Learning with Connectivity Failures: A Semi-Decentralized Framework with Collaborative Relaying

Deniz Gündüz

Andrea J. Goldsmith

342

12

0

24 Feb 2022

Over-the-Air Ensemble Inference with Model Privacy

Over-the-Air Ensemble Inference with Model PrivacyInternational Symposium on Information Theory (ISIT), 2022

Selim F. Yilmaz

Burak Hasircioglu

Deniz Gunduz

239

28

0

07 Feb 2022

Over-the-Air Federated Learning with Retransmissions (Extended Version)

Over-the-Air Federated Learning with Retransmissions (Extended Version)

Henrik Hellström

Carlo Fischione

209

2

0

19 Nov 2021

Private Retrieval, Computing and Learning: Recent Progress and Future
Challenges

Private Retrieval, Computing and Learning: Recent Progress and Future ChallengesIEEE Journal on Selected Areas in Communications (JSAC), 2021

Salman Avestimehr

Michael C. Gastpar

279

86

0

30 Jul 2021

Distributed Learning in Wireless Networks: Recent Progress and Future
Challenges

Distributed Learning in Wireless Networks: Recent Progress and Future ChallengesIEEE Journal on Selected Areas in Communications (JSAC), 2021

Deniz Gündüz

Aneta Vulgarakis Feljan

H. Vincent Poor

316

516

0

05 Apr 2021

Privacy Amplification for Federated Learning via User Sampling and
Wireless Aggregation

Privacy Amplification for Federated Learning via User Sampling and Wireless AggregationInternational Symposium on Information Theory (ISIT), 2021

232

56

0

02 Mar 2021