LAFED: A lightweight authentication mechanism for blockchain-enabled federated learning system

No abstract is available for this paper.

• Publication year

  2023

• Venue

  Future generations computer systems

• Publication date

  2023-03-01

• Fields of study

  Computer Science, Engineering, Education

• Identifiers
  DOI 10.1016/j.future.2023.03.014
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Privacy-Preserving Continuous Authentication for Mobile and IoT Systems Using Warmup-Based Federated Learning

  2023cited by this paper
• Federated Learning-Based Collaborative Authentication Protocol for Shared Data in Social IoV

  2022cited by this paper
• Evaluating Gradient Inversion Attacks and Defenses in Federated Learning

  2021cited by this paper
• Federated Learning for Internet of Things: A Comprehensive Survey

  2021cited by this paper
• Federated Learning-based Active Authentication on Mobile Devices

  2021cited by this paper
• Toward Resource-Efficient Federated Learning in Mobile Edge Computing

  2021cited by this paper
• A framework for privacy-preservation of IoT healthcare data using Federated Learning and blockchain technology

  2021cited by this paper
• A privacy and session key based authentication scheme for medical IoT networks

  2021cited by this paper
• A survey on security and privacy of federated learning

  2021cited by this paper
• When Machine Learning Meets Privacy

  2020cited by this paper
• An Efficiency-Boosting Client Selection Scheme for Federated Learning With Fairness Guarantee

  2020cited by this paper
• Decentralized Privacy Using Blockchain-Enabled Federated Learning in Fog Computing

  2020cited by this paper
• Data Poisoning Attacks Against Federated Learning Systems

  2020cited by this paper
• A Flexible and Efficient Authentication and Secure Data Transmission Scheme for IoT Applications

  2020cited by this paper
• A Lightweight Mutual Authentication Protocol for V2V Communication in Internet of Vehicles

  2020cited by this paper
• BAFFLE : Blockchain Based Aggregator Free Federated Learning

  2019cited by this paper
• Deep Leakage from Gradients

  2019cited by this paper
• The Value of Collaboration in Convex Machine Learning with Differential Privacy

  2019cited by this paper
• On Safeguarding Privacy and Security in the Framework of Federated Learning

  2019cited by this paper
• Poster: A Reliable and Accountable Privacy-Preserving Federated Learning Framework using the Blockchain

  2019cited by this paper
• Federated Learning With Differential Privacy: Algorithms and Performance Analysis

  2019cited by this paper
• FLChain: A Blockchain for Auditable Federated Learning with Trust and Incentive

  2019cited by this paper
• Federated Machine Learning

  2019cited by this paper
• Blockchained On-Device Federated Learning

  2018cited by this paper
• Comprehensive Privacy Analysis of Deep Learning: Passive and Active White-box Inference Attacks against Centralized and Federated Learning

  2018cited by this paper
• AI and Big Data: A blueprint for a human rights, social and ethical impact assessment

  2018cited by this paper
• Property Inference Attacks on Fully Connected Neural Networks using Permutation Invariant Representations

  2018cited by this paper
• A Robust ECC-Based Provable Secure Authentication Protocol With Privacy Preserving for Industrial Internet of Things

  2018cited by this paper
• Adaptive Federated Learning in Resource Constrained Edge Computing Systems

  2018cited by this paper
• SoK: Security and Privacy in Machine Learning

  2018cited by this paper
• Privacy-Preserving Machine Learning: Threats and Solutions

  2018cited by this paper
• A survey on deep learning for big data

  2018cited by this paper
• A Survey on Data Collection for Machine Learning: A Big Data - AI Integration Perspective

  2018cited by this paper
• Combining Homomorphic Encryption with Trusted Execution Environment: A Demonstration with Paillier Encryption and SGX

  2017cited by this paper
• SecureML: A System for Scalable Privacy-Preserving Machine Learning

  2017cited by this paper
• Deep Models Under the GAN: Information Leakage from Collaborative Deep Learning

  2017cited by this paper
• Communication-Efficient Learning of Deep Networks from Decentralized Data

  2016cited by this paper
• Membership Inference Attacks Against Machine Learning Models

  2016cited by this paper
• Shared Authority Based Privacy-Preserving Authentication Protocol in Cloud Computing

  2015cited by this paper

• Efficient Certificate-Based Authentication for Privacy-Preserving Federated Learning in IIoT

  2026cites this paper
• IoT Authentication in Federated Learning: Methods, Challenges, and Future Directions

  2025cites this paper
• A novel Layer 2 framework for breaking the blockchain trilemma problem using MPC-in-the-Head

  2025cites this paper
• CBRFL: A framework for Committee-based Byzantine-Resilient Federated Learning

  2025cites this paper
• Zero-Knowledge Federated Learning: A New Trustworthy and Privacy-Preserving Distributed Learning Paradigm

  2025cites this paper
• A Novel Cross-Chain Hierarchical Federated Learning Framework for Enhancing Service Security and Communication Efficiency

  2025cites this paper
• LEBFL: Lightweight authentication and efficient consensus for blockchained federated learning in vehicle-road cooperation systems with AIoT

  2025cites this paper
• SecureID authenticated key pre-distribution scheme for IoT networks using elliptic curve cryptography

  2025cites this paper
• ShieldDFL: A Blockchain-Based Federated Learning Framework With Dual Privacy Protection and Reputation-Driven Consensus

  2025cites this paper
• Synergistic Disruption: Harnessing AI and Blockchain for Enhanced Privacy and Security in Federated Learning

  2025cites this paper
• A Threshold Multi-CA Authentication Model for Privacy-Preserving Federated Semi-Supervised Learning in Healthcare IoT

  2025cites this paper
• Blockchain-enabled secure and efficient task allocation for IoT networks using enhanced fuzzy reptile search algorithm

  2025cites this paper
• Toward Decentralized Intelligence: A Systematic Literature Review of Blockchain-Enabled AI Systems

  2025influential citation
• Blockchain Adoption for Authentication: A Survey

  2025cites this paper
• Improved Federated Learning Incentive Mechanism Algorithm Based on Explainable DAG Similarity Evaluation

  2025cites this paper
• A Lightweight and Secure Authentication Protocol With Blockchain‐Bound Device Tokens for Mobile Roaming in Edge Networks

  2025cites this paper
• Byzantine-resistant model verification for decentralized federated learning in intelligent transportation systems

  2025cites this paper
• A Lightweight Authentication and Privacy-Preserving Aggregation for Blockchain-Enabled Federated Learning in VANETs

  2025cites this paper
• TBFL: blockchain-enabled trusted byzantine-robust federated learning framework for photovoltaic power generation forecasting

  2025cites this paper
• A Secure and Lightweight Aggregation Method for Blockchain-based Distributed Federated Learning

  2024cites this paper
• Dynamic Cohort Formation with Hierarchical Blockchain Using GDP for Enhanced FL

  2024cites this paper
• Privacy-Preserving in Blockchain-based Federated Learning Systems

  2024cites this paper
• Blockchain-Empowered Federated Learning: Benefits, Challenges, and Solutions

  2024cites this paper
• IoT data sharing technology based on blockchain and federated learning algorithms

  2024cites this paper
• Smart grid security based on blockchain and smart contract

  2024cites this paper
• Cross-organizational data exchange based on consortium blockchain with consistency guarantee

  2024cites this paper
• Blockchain-Based Gradient Inversion and Poisoning Defense for Federated Learning

  2024cites this paper
• Web 3.0 security: Backdoor attacks in federated learning-based automatic speaker verification systems in the 6G era

  2024cites this paper
• BC4LLM: A perspective of trusted artificial intelligence when blockchain meets large language models

  2024cites this paper
• Blockchain-Based Self-Sovereign Identity: Taking Control of Identity in Federated Learning

  2024influential citation
• BC4LLM: Trusted Artificial Intelligence When Blockchain Meets Large Language Models

  2023cites this paper
• FLBlock: A Sustainable Food Supply Chain Approach Through Federated Learning and Blockchain

  2023cites this paper
• Model aggregation techniques in federated learning: A comprehensive survey

  2023cites this paper
• Design of Mutual Authentication Method for Deep Learning Based Hybrid Cryptography to Secure Data in Cloud Computin

  2023cites this paper