Cover Image

ByzSFL: Achieving Byzantine-Robust Secure Federated Learning with Zero-Knowledge Proofs

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Fan, Yongming, Zhu, Rui, Wang, Zihao, Wang, Chenghong, Tang, Haixu, Dong, Ye, Cho, Hyunghoon, Ohno-Machado, Lucila
Format:	Preprint
Published:	2025
Subjects:	Cryptography and Security
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Near-Lossless Model Compression Enables Longer Context Inference in DNA Large Language Models
by: Zhu, Rui, et al.
Published: (2025)

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives
by: Ma, Xinyao, et al.
Published: (2025)

ByzSecAgg: A Byzantine-Resistant Secure Aggregation Scheme for Federated Learning Based on Coded Computing and Vector Commitment
by: Jahani-Nezhad, Tayyebeh, et al.
Published: (2023)

ByzFL: Research Framework for Robust Federated Learning
by: González, Marc, et al.
Published: (2025)

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

Trust, but Verify: ByzTwin-Range, a Digital Twin Cyber-Range for Byzantine Faults
by: Freitas, Tadeu, et al.
Published: (2026)

GOPHER: Optimization-based Phenotype Randomization for Genome-Wide Association Studies with Differential Privacy
by: Nandi, Anupama, et al.
Published: (2025)

Byzantine-Robust Aggregation for Securing Decentralized Federated Learning
by: Cajaraville-Aboy, Diego, et al.
Published: (2024)

Nesterov-Accelerated Robust Federated Learning Over Byzantine Adversaries
by: Xu, Lihan, et al.
Published: (2025)

Achieving Byzantine-Resilient Federated Learning via Layer-Adaptive Sparsified Model Aggregation
by: Xu, Jiahao, et al.
Published: (2024)

Blockchain Based Zero-Knowledge Proof of Location in IoT
by: Wu, Wei, et al.
Published: (2024)

MergeSFL: Split Federated Learning with Feature Merging and Batch Size Regulation
by: Liao, Yunming, et al.
Published: (2023)

KoReA-SFL: Knowledge Replay-based Split Federated Learning Against Catastrophic Forgetting
by: Xia, Zeke, et al.
Published: (2024)

FLGuard: Byzantine-Robust Federated Learning via Ensemble of Contrastive Models
by: Lee, Younghan, et al.
Published: (2024)

Oblivious Transfer from Zero-Knowledge Proofs, or How to Achieve Round-Optimal Quantum Oblivious Transfer and Zero-Knowledge Proofs on Quantum States
by: Colisson, Léo, et al.
Published: (2023)

Facies log of profile Byz1
by: Mangerud, Jan, et al.
Published: (2000)

ZK-HybridFL: Zero-Knowledge Proof-Enhanced Hybrid Ledger for Federated Learning
by: Taherpour, Amirhossein, et al.
Published: (2026)

Secure UAV-assisted Federated Learning: A Digital Twin-Driven Approach with Zero-Knowledge Proofs
by: Zami, Md Bokhtiar Al, et al.
Published: (2025)

zkFL: Zero-Knowledge Proof-based Gradient Aggregation for Federated Learning
by: Wang, Zhipeng, et al.
Published: (2023)

Asynchronous Secure Federated Learning with Byzantine aggregators
by: Del Pozzo, Antonella, et al.
Published: (2026)

SemiSFL: Split Federated Learning on Unlabeled and Non-IID Data
by: Xu, Yang, et al.
Published: (2023)

Byzantine-Robust Decentralized Federated Learning
by: Fang, Minghong, et al.
Published: (2024)

SFL-LEO: Asynchronous Split-Federated Learning Design for LEO Satellite-Ground Network Framework
by: Wu, Jiasheng, et al.
Published: (2025)

HO-SFL: Hybrid-Order Split Federated Learning with Backprop-Free Clients and Dimension-Free Aggregation
by: Chen, Qiyuan, et al.
Published: (2026)

A Practical and Secure Byzantine Robust Aggregator
by: Lee, De Zhang, et al.
Published: (2025)

Efficient Byzantine-Robust and Provably Privacy-Preserving Federated Learning
by: Nie, Chenfei, et al.
Published: (2024)

Divergence-Based Adaptive Aggregation for Byzantine Robust Federated Learning
by: Xiao, Bingnan, et al.
Published: (2026)

Age determinations and facies of profile Byz1
by: Mangerud, Jan, et al.
Published: (2000)

Zero-Knowledge Proof Based Verifiable Inference of Models
by: Wang, Yunxiao
Published: (2025)

AdaptSFL: Adaptive Split Federated Learning in Resource-constrained Edge Networks
by: Lin, Zheng, et al.
Published: (2024)

Enhanced Security and Efficiency in Blockchain with Aggregated Zero-Knowledge Proof Mechanisms
by: Kuznetsov, Oleksandr, et al.
Published: (2024)

ZAPS: A Zero-Knowledge Proof Protocol for Secure UAV Authentication with Flight Path Privacy
by: Naziri, Shayesta, et al.
Published: (2025)

Efficient Byzantine-Robust Privacy-Preserving Federated Learning via Dimension Compression
by: Qin, Xian, et al.
Published: (2025)

Certifiably Byzantine-Robust Federated Conformal Prediction
by: Kang, Mintong, et al.
Published: (2024)

BRFL: A Blockchain-based Byzantine-Robust Federated Learning Model
by: Li, Yang, et al.
Published: (2023)

ZKTorch: Compiling ML Inference to Zero-Knowledge Proofs via Parallel Proof Accumulation
by: Chen, Bing-Jyue, et al.
Published: (2025)

Communication-Efficient Byzantine-Resilient Federated Zero-Order Optimization
by: Neto, Afonso de Sá Delgado, et al.
Published: (2024)

Generating Synthetic Electronic Health Record Data: a Methodological Scoping Review with Benchmarking on Phenotype Data and Open-Source Software
by: Chen, Xingran, et al.
Published: (2024)

SuperSFL: Resource-Heterogeneous Federated Split Learning with Weight-Sharing Super-Networks
by: Asif, Abdullah Al, et al.
Published: (2026)

ParallelSFL: A Novel Split Federated Learning Framework Tackling Heterogeneity Issues
by: Liao, Yunming, et al.
Published: (2024)