An End-to-End Encrypted Neural Network for Gradient Updates Transmission
in Federated Learning

An End-to-End Encrypted Neural Network for Gradient Updates Transmission in Federated Learning

Data Compression Conference (DCC), 2019

22 August 2019

ArXiv (abs)PDF HTML

Papers citing "An End-to-End Encrypted Neural Network for Gradient Updates Transmission in Federated Learning"

13 / 13 papers shown

CG-FedLLM: How to Compress Gradients in Federated Fune-tuning for Large Language Models

CG-FedLLM: How to Compress Gradients in Federated Fune-tuning for Large Language Models

367

3

0

22 May 2024

A Novel Federated Learning-Based IDS for Enhancing UAVs Privacy and Security

A Novel Federated Learning-Based IDS for Enhancing UAVs Privacy and Security

216

19

0

07 Dec 2023

A Survey of Trustworthy Federated Learning with Perspectives on
Security, Robustness, and Privacy

A Survey of Trustworthy Federated Learning with Perspectives on Security, Robustness, and PrivacyThe Web Conference (WWW), 2023

Irwin King

391

72

0

21 Feb 2023

Encoded Gradients Aggregation against Gradient Leakage in Federated
Learning

Encoded Gradients Aggregation against Gradient Leakage in Federated Learning

Irwin King

286

0

0

26 May 2022

Trusted AI in Multi-agent Systems: An Overview of Privacy and Security
for Distributed Learning

Trusted AI in Multi-agent Systems: An Overview of Privacy and Security for Distributed LearningProceedings of the IEEE (Proc. IEEE), 2022

Jun Li

Bo Liu

Ming Ding

H. Vincent Poor

422

74

0

18 Feb 2022

PIVODL: Privacy-preserving vertical federated learning over distributed
labels

PIVODL: Privacy-preserving vertical federated learning over distributed labelsIEEE Transactions on Artificial Intelligence (IEEE TAI), 2021

261

34

0

25 Aug 2021

Federated Learning for Intrusion Detection System: Concepts, Challenges
and Future Directions

Federated Learning for Intrusion Detection System: Concepts, Challenges and Future Directions

Shaashwat Agrawal

Kandaraj Piamrat

S. Bhattacharya

Praveen Kumar Reddy Maddikunta

Thippa Reddy Gadekallu

227

370

0

16 Jun 2021

Federated Learning on Non-IID Data: A Survey

Federated Learning on Non-IID Data: A Survey

497

1,182

0

12 Jun 2021

Pervasive AI for IoT applications: A Survey on Resource-efficient
Distributed Artificial Intelligence

Pervasive AI for IoT applications: A Survey on Resource-efficient Distributed Artificial IntelligenceIEEE Communications Surveys and Tutorials (COMST), 2021

402

132

0

04 May 2021

Auction Based Clustered Federated Learning in Mobile Edge Computing
System

Auction Based Clustered Federated Learning in Mobile Edge Computing System

Xiaoxiong Zhong

187

10

0

12 Mar 2021

Distributed Additive Encryption and Quantization for Privacy Preserving
Federated Deep Learning

Distributed Additive Encryption and Quantization for Privacy Preserving Federated Deep LearningNeurocomputing (Neurocomputing), 2020

241

60

0

25 Nov 2020

A Systematic Literature Review on Federated Machine Learning: From A
Software Engineering Perspective

A Systematic Literature Review on Federated Machine Learning: From A Software Engineering Perspective

Liming Zhu

811

94

0

22 Jul 2020

An Overview of Federated Deep Learning Privacy Attacks and Defensive
Strategies

An Overview of Federated Deep Learning Privacy Attacks and Defensive Strategies

192

59

0

01 Apr 2020