Decentralized & Collaborative AI on Blockchain

16 July 2019

Papers citing "Decentralized & Collaborative AI on Blockchain"

35 / 35 papers shown

Title
PQS-BFL: A Post-Quantum Secure Blockchain-based Federated Learning Framework Daniel Commey Garth V. Crosby 49 0 0 03 May 2025
Generation of Optimized Solidity Code for Machine Learning Models using LLMs Nikumbh Sarthak Sham Sandip Chakraborty Shamik Sural 48 0 0 08 Mar 2025
SoK: Decentralized AI (DeAI) Zhipeng Wang Rui Sun Elizabeth Lui Vatsal Shah Xihan Xiong Jiahao Sun Davide Crapis William Knottenbelt 107 1 0 26 Nov 2024
Blockchain Meets LLMs: A Living Survey on Bidirectional Integration Jianghao Gong Peiqi Yan Yue Zhang Hongli An Logan Liu 79 0 0 25 Nov 2024
Enhancing Web Spam Detection through a Blockchain-Enabled Crowdsourcing Mechanism Noah Kader Inwon Kang Oshani Seneviratne 14 1 0 01 Oct 2024
Blockchain and Artificial Intelligence: Synergies and Conflicts Leon Witt Armando Teles Fortes Kentaroh Toyoda Wojciech Samek Dan Li 43 1 0 22 May 2024
Blockchain-based AI Methods for Managing Industrial IoT: Recent Developments, Integration Challenges and Opportunities Anichur Rahman Dipanjali Kundu Tanoy Debnath Muaz Rahman Airin Afroj Aishi Jahidul Islam 26 2 0 21 May 2024
ML2SC: Deploying Machine Learning Models as Smart Contracts on the Blockchain Zhikai Li Steve Vott Bhaskar Krishnamachar 18 1 0 28 Mar 2024
A Review on Building Blocks of Decentralized Artificial Intelligence Vid Keršič Muhamed Turkanović 21 1 0 05 Feb 2024
opML: Optimistic Machine Learning on Blockchain KD Conway Cathie So Xiaohang Yu Kartin Wong 48 14 0 31 Jan 2024
DECORAIT -- DECentralized Opt-in/out Registry for AI Training Karthika Balan Alexander Black Simon Jenni Andrew Gilbert Andy Parsons John Collomosse 23 7 0 25 Sep 2023
PredictChain: Empowering Collaboration and Data Accessibility for AI in a Decentralized Blockchain-based Marketplace Matthew T. Pisano Connor J. Patterson Oshani Seneviratne 11 2 0 27 Jul 2023
The Design Principle of Blockchain: An Initiative for the SoK of SoKs Luyao Zhang 34 18 0 01 Jan 2023
On Blockchain We Cooperate: An Evolutionary Game Perspective Luyao Zhang Xi-Dan Tian 58 7 0 10 Dec 2022
Blockchain and Machine Learning for Fraud Detection: A Privacy-Preserving and Adaptive Incentive Based Approach Tahmid Hasan Pranto Kazi Tamzid Akhter Md. Hasib Tahsinur Rahman Akm Bahalul Haque A. Najmul Islam R. Rahman 21 24 0 23 Oct 2022
An Investigation of Smart Contract for Collaborative Machine Learning Model Training Sheng Ding Chenhui Hu 14 2 0 12 Sep 2022
DeFL: Decentralized Weight Aggregation for Cross-silo Federated Learning Jialiang Han Yudong Han Gang Huang Yun Ma FedML 34 4 0 01 Aug 2022
APPFLChain: A Privacy Protection Distributed Artificial-Intelligence Architecture Based on Federated Learning and Consortium Blockchain Jun-Teng Yang Wen-Yuan Chen Che-Hua Li S. Huang Hsiao-Chun Wu 16 2 0 26 Jun 2022
Leveraging Centric Data Federated Learning Using Blockchain For Integrity Assurance Riadh Ben Chaabene Darine Ameyed M. Cheriet FedML 24 0 0 09 Jun 2022
Blockchain as an Enabler for Transfer Learning in Smart Environments Amin Andjomshoaa E. Curry AI4CE 19 4 0 08 Apr 2022
BEAS: Blockchain Enabled Asynchronous & Secure Federated Machine Learning A. Mondal Harpreet Virk Debayan Gupta 42 15 0 06 Feb 2022
Long-term Data Sharing under Exclusivity Attacks Yotam gafni Moshe Tennenholtz 22 2 0 22 Jan 2022
Survey on the Convergence of Machine Learning and Blockchain Sheng Ding Chenhui Hu SyDa 18 10 0 04 Jan 2022
Blockchain-based Recommender Systems: Applications, Challenges and Future Opportunities Yassine Himeur A. Sayed A. Alsalemi F. Bensaali Abbes Amira Iraklis Varlamis Magdalini Eirinaki Christos Sardianos G. Dimitrakopoulos 20 85 0 22 Nov 2021
DID-eFed: Facilitating Federated Learning as a Service with Decentralized Identities Jiahui Geng Neel Kanwal M. Jaatun Chunming Rong 27 19 0 18 May 2021
Agatha: Smart Contract for DNN Computation Zihan Zheng Peichen Xie Xian Zhang Shuo Chen Yang Chen Xiaobing Guo Guangzhong Sun Guangyu Sun Lidong Zhou GNN 31 11 0 11 May 2021
Blockchain-based Digital Twins: Research Trends, Issues, and Future Challenges S. Suhail Rasheed Hussain Raja Jurdak A. Oracevic K. Salah Raimundas Matulevičius Choong Seon Hong AI4CE 32 84 0 22 Mar 2021
A Decentralized Approach towards Responsible AI in Social Ecosystems Wenjing Chu 30 9 0 12 Feb 2021
Analysis of Models for Decentralized and Collaborative AI on Blockchain Justin D. Harris 16 11 0 14 Sep 2020
BlockFLow: An Accountable and Privacy-Preserving Solution for Federated Learning Vaikkunth Mugunthan Ravi Rahman Lalana Kagal FedML 21 40 0 08 Jul 2020
Towards an Enterprise-Ready Implementation of Artificial Intelligence-Enabled, Blockchain-Based Smart Contracts Philipp Brune 11 1 0 21 Mar 2020
Poster Abstract: Towards Scalable and Trustworthy Decentralized Collaborative Intrusion Detection System for IoT G. D. Putra Volkan Dedeoglu S. Kanhere Raja Jurdak 15 15 0 18 Feb 2020
On the Convergence of Artificial Intelligence and Distributed Ledger Technology: A Scoping Review and Future Research Agenda Konstantin D. Pandl Scott Thiebes Manuel Schmidt-Kraepelin Ali Sunyaev 38 69 0 29 Jan 2020
BAFFLE : Blockchain Based Aggregator Free Federated Learning P. Ramanan K. Nakayama FedML 25 169 0 16 Sep 2019
Machine Learning in/for Blockchain: Future and Challenges Fang Chen Hong Wan Hua Cai Guangquan Cheng 11 39 0 12 Sep 2019