Transparent Contribution Evaluation for Secure Federated Learning on
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Transparent Contribution Evaluation for Secure Federated Learning on Blockchain

26 January 2021

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Papers citing "Transparent Contribution Evaluation for Secure Federated Learning on Blockchain"

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Title
Crowd-SFT: Crowdsourcing for LLM Alignment Alex Sotiropoulos Sulyab Thottungal Valapu Linus Lei J. Coleman Bhaskar Krishnamachari ALM 82 0 0 04 Jun 2025
A Comprehensive Study of Shapley Value in Data Analytics Hong Lin Shixin Wan Zhongle Xie Ke Chen Meihui Zhang Lidan Shou Gang Chen 162 0 0 02 Dec 2024
DPVS-Shapley:Faster and Universal Contribution Evaluation Component in Federated Learning Ketin Yin Zonghao Guo ZhengHan Qin FedML 52 0 0 19 Oct 2024
Advances and Open Challenges in Federated Learning with Foundation Models Chao Ren Han Yu Hongyi Peng Xiaoli Tang Anran Li ... A. Tan Bo Zhao Xiaoxiao Li Zengxiang Li Qiang Yang FedML AIFin AI4CE 146 11 0 23 Apr 2024
Integration of Federated Learning and Blockchain in Healthcare: A Tutorial Yahya Shahsavari O. A. Dambri Yaser Baseri A. Hafid Dimitrios Makrakis OOD 100 2 0 15 Apr 2024
Enhancing Trust and Privacy in Distributed Networks: A Comprehensive Survey on Blockchain-based Federated Learning Ji Liu Chunlu Chen Yu Li Lin Sun Yulun Song Jingbo Zhou Bo Jing Dejing Dou 84 10 0 28 Mar 2024
Contribution Evaluation in Federated Learning: Examining Current Approaches Vasilis Siomos Jonathan Passerat-Palmbach FedML 70 2 0 16 Nov 2023
Exploring Data Redundancy in Real-world Image Classification through Data Selection Zhenyu Tang Shaoting Zhang Xiaosong Wang 42 3 0 25 Jun 2023
A Survey of Federated Evaluation in Federated Learning Behnaz Soltani Yipeng Zhou Venus Haghighi John C. S. Lui FedML 106 13 0 14 May 2023
Blockchained Federated Learning for Internet of Things: A Comprehensive Survey Yanna Jiang Baihe Ma Xu Wang Ping Yu Guangsheng Yu Zhe Wang Weiquan Ni R. Liu AI4CE 83 28 0 08 May 2023
Proof-of-Contribution-Based Design for Collaborative Machine Learning on Blockchain Baturalp Buyukates Chaoyang He Shanshan Han Zhiyong Fang Yupeng Zhang Jieyi Long A. Farahanchi Salman Avestimehr OOD 65 7 0 27 Feb 2023
Towards Interpretable Federated Learning Anran Li Rui Liu Ming Hu Anh Tuan Luu Han Yu AI4CE FedML 108 15 0 27 Feb 2023
Secure Shapley Value for Cross-Silo Federated Learning (Technical Report) Shuyuan Zheng Yang Cao Masatoshi Yoshikawa FedML 105 25 0 11 Sep 2022
Decentral and Incentivized Federated Learning Frameworks: A Systematic Literature Review Leon Witt Mathis Heyer Kentaroh Toyoda Wojciech Samek Dan Li FedML 111 48 0 07 May 2022
Incentive Mechanisms for Federated Learning: From Economic and Game Theoretic Perspective Xuezhen Tu Kun Zhu Nguyen Cong Luong Dusit Niyato Yang Zhang Juan Li FedML AI4CE 95 123 0 20 Nov 2021
Federated Learning Meets Blockchain in Edge Computing: Opportunities and Challenges Dinh C. Nguyen Ming Ding Quoc-Viet Pham P. Pathirana Long Bao Jun Seneviratne Jun Li Dusit Niyato Life Fellow Ieee Poor FedML 113 435 0 05 Apr 2021