Copertina

Enhancing Trust and Privacy in Distributed Networks: A Comprehensive Survey on Blockchain-based Federated Learning

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Liu, Ji, Chen, Chunlu, Li, Yu, Sun, Lin, Song, Yulun, Zhou, Jingbo, Jing, Bo, Dou, Dejing
Natura:	Preprint
Pubblicazione:	2024
Soggetti:	Cryptography and Security Artificial Intelligence Distributed, Parallel, and Cluster Computing Machine Learning
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Trustworthy Federated Learning: Privacy, Security, and Beyond
di: Chen, Chunlu, et al.
Pubblicazione: (2024)

Drawing the boundaries between Blockchain and Blockchain-like systems: A Comprehensive Survey on Distributed Ledger Technologies
di: Bellaj, Badr, et al.
Pubblicazione: (2024)

A Comprehensive Survey on Green Blockchain: Developing the Next Generation of Energy Efficient and Sustainable Blockchain Systems
di: Fernández-Caramés, Tiago M., et al.
Pubblicazione: (2024)

When Quantum Federated Learning Meets Blockchain in 6G Networks
di: Nguyen, Dinh C., et al.
Pubblicazione: (2025)

Privacy-First Crowdsourcing: Blockchain and Local Differential Privacy in Crowdsourced Drone Services
di: Akram, Junaid, et al.
Pubblicazione: (2024)

Lightweight Federated Learning with Differential Privacy and Straggler Resilience
di: Hong, Shu, et al.
Pubblicazione: (2024)

Asymmetric Distributed Trust
di: Alpos, Orestis, et al.
Pubblicazione: (2019)

A Sharded Blockchain-Based Secure Federated Learning Framework for LEO Satellite Networks
di: Wu, Wenbo, et al.
Pubblicazione: (2024)

LiFeChain: Lightweight Blockchain for Secure and Efficient Federated Lifelong Learning in IoT
di: Chen, Handi, et al.
Pubblicazione: (2025)

LiteChain: A Lightweight Blockchain for Verifiable and Scalable Federated Learning in Massive Edge Networks
di: Chen, Handi, et al.
Pubblicazione: (2025)

Fantastyc: Blockchain-based Federated Learning Made Secure and Practical
di: Boitier, William, et al.
Pubblicazione: (2024)

Blockchain and Distributed Ledger Technologies for Cyberthreat Intelligence Sharing
di: Tariq, Asadullah, et al.
Pubblicazione: (2025)

Zero-Knowledge Proof-Based Consensus for Blockchain-Secured Federated Learning
di: Fu, Tianxing, et al.
Pubblicazione: (2025)

Novel Blockchain-based Protocols for Electronic Voting and Auctions
di: Lin, Zhaorun
Pubblicazione: (2025)

AQUAREUM: Non-Equivocating Censorship-Evident Centralized Ledger with EVM-Based Verifiable Execution using Trusted Computing and Blockchain
di: Homoliak, Ivan, et al.
Pubblicazione: (2020)

Distributed Security: From Isolated Properties to Synergistic Trust
di: Xu, Minghui
Pubblicazione: (2026)

Developing a Blockchain-Based Secure Digital Contents Distribution System
di: Qadri, Syed Mohiuddin, et al.
Pubblicazione: (2025)

Document Data Matching for Blockchain-Supported Real Estate
di: Lin, Henrique, et al.
Pubblicazione: (2025)

BotDetect: A Decentralized Federated Learning Framework for Detecting Financial Bots on the EVM Blockchains
di: Bendada, Ahmed Mounsf Rafik, et al.
Pubblicazione: (2025)

Consensus Power Inequality: A Comparative Study of Blockchain Networks
di: Tylinski, Kamil, et al.
Pubblicazione: (2025)

Robust Zero Trust Architecture: Joint Blockchain based Federated learning and Anomaly Detection based Framework
di: Pokhrel, Shiva Raj, et al.
Pubblicazione: (2024)

Depermissioning Web3: a Permissionless Accountable RPC Protocol for Blockchain Networks
di: Wang, Weihong, et al.
Pubblicazione: (2025)

Quantum-Inspired Privacy-Preserving Federated Learning Framework for Secure Dementia Classification
di: Tanbhir, Gazi, et al.
Pubblicazione: (2025)

Privacy-Preserving Data Processing in Cloud : From Homomorphic Encryption to Federated Analytics
di: Sarraf, Gaurav, et al.
Pubblicazione: (2026)

Towards a Blockchain-Based CI/CD Framework to Enhance Security in Cloud Environments
di: Saleh, Sabbir M, et al.
Pubblicazione: (2025)

A Two-Layer Blockchain Sharding Protocol Leveraging Safety and Liveness for Enhanced Performance
di: Xu, Yibin, et al.
Pubblicazione: (2023)

Survey on Quality Assurance of Smart Contracts
di: Wei, Zhiyuan, et al.
Pubblicazione: (2023)

zkFL-Health: Blockchain-Enabled Zero-Knowledge Federated Learning for Medical AI Privacy
di: Sharma, Savvy, et al.
Pubblicazione: (2025)

Service Level Agreements and Security SLA: A Comprehensive Survey
di: Nicolazzo, Serena, et al.
Pubblicazione: (2024)

Redactable Blockchains: An Overview
di: Calandra, Federico, et al.
Pubblicazione: (2025)

Blockchain Communication Vulnerabilities
di: Lebedev, Andrei, et al.
Pubblicazione: (2026)

SOK: Blockchain for Provenance
di: Akbarfam, Asma Jodeiri, et al.
Pubblicazione: (2024)

Scalable and Adaptively Secure Any-Trust Distributed Key Generation and All-hands Checkpointing
di: Feng, Hanwen, et al.
Pubblicazione: (2023)

AegisBlock: A Privacy-Preserving Medical Research Framework using Blockchain
di: Garg, Calkin, et al.
Pubblicazione: (2025)

Advances in Privacy Preserving Federated Learning to Realize a Truly Learning Healthcare System
di: Madduri, Ravi, et al.
Pubblicazione: (2024)

SpiralShard: Highly Concurrent and Secure Blockchain Sharding via Linked Cross-shard Endorsement
di: Lin, You, et al.
Pubblicazione: (2024)

BlockEmulator: An Emulator Enabling to Test Blockchain Sharding Protocols
di: Huang, Huawei, et al.
Pubblicazione: (2023)

A Scalable Multi-Layered Blockchain Architecture for Enhanced EHR Sharing and Drug Supply Chain Management
di: Javan, Reza, et al.
Pubblicazione: (2024)

PPFPL: Cross-silo Privacy-preserving Federated Prototype Learning Against Data Poisoning Attacks
di: Zhang, Hongliang, et al.
Pubblicazione: (2025)

PolyLink: A Blockchain Based Decentralized Edge AI Platform for LLM Inference
di: Liu, Hongbo, et al.
Pubblicazione: (2025)