FederatedTree: A Secure Serverless Algorithm for Federated Learning to Reduce Data Leakage-Reference-Cited by-同舟云学术

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FederatedTree: A Secure Serverless Algorithm for Federated Learning to Reduce Data Leakage

Published:2021-12-15 Issue: Volume: Page:
ISSN:
Container-title:2021 IEEE International Conference on Big Data (Big Data)
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Author:

Gharibi Mohamed,Bhagavan Srini,Rao Praveen

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/9671263/9671273/09672039.pdf?arnumber=9672039

Reference32 articles.

1. Deep Leakage from Gradients

2. Client-Edge-Cloud Hierarchical Federated Learning

3. Fedfmc: Sequential efficient federated learning on non-iid data;kopparapu,2020

4. Advances and open problems in federated learning;kairouz,2019

5. Google’s Sundar Pichai: Privacy Should Not Be a Luxury Good;pichai,2019

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1. Contract-based hierarchical security aggregation scheme for enhancing privacy in federated learning;Journal of Information Security and Applications;2024-09

2. Privacy-Preserving Serverless Federated Learning Scheme for Internet of Things;IEEE Internet of Things Journal;2024-06-15

3. Dynamic Resource Management in CDRT Systems Through Adaptive NOMA;IEEE Internet of Things Journal;2024-06-15

4. VISIT: Virtual-Targeted Sequential Training with Hierarchical Federated Learning on Non-IID Data;ICC 2024 - IEEE International Conference on Communications;2024-06-09

5. PrivacyEAFL: Privacy-Enhanced Aggregation for Federated Learning in Mobile Crowdsensing;IEEE Transactions on Information Forensics and Security;2023

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