Machine Learning on Blockchain Data: A Systematic Mapping Study

Machine Learning on Blockchain Data: A Systematic Mapping Study

25 March 2024

Georgios Palaiokrassas

Leandros Tassiulas

Papers citing "Machine Learning on Blockchain Data: A Systematic Mapping Study"

10 / 10 papers shown

Title
Blockchain Framework for Artificial Intelligence Computation Jie You 27 9 0 23 Feb 2022
Applications of blockchain and artificial intelligence technologies for enabling prosumers in smart grids: A review Weiqi Hua Ying Chen Meysam Qadrdan Jing Jiang Hongjian Sun Jianzhong Wu 45 89 0 21 Feb 2022
Bitcoin Transaction Strategy Construction Based on Deep Reinforcement Learning Fengrui Liu Yang Li Baitong Li Jiaxin Li Huiyang Xie 46 44 0 30 Sep 2021
Identity Inference on Blockchain using Graph Neural Network Jie Shen Jiajun Zhou Yunyi Xie Shanqing Yu Qi Xuan 35 36 0 14 Apr 2021
SoK: Decentralized Finance (DeFi) Sam M. Werner Daniel Perez L. Gudgeon Ariah Klages-Mundt D. Harz William J. Knottenbelt 100 267 0 21 Jan 2021
Eth2Vec: Learning Contract-Wide Code Representations for Vulnerability Detection on Ethereum Smart Contracts Nami Ashizawa Naoto Yanai Jason Paul Cruz Shingo Okamura 62 96 0 07 Jan 2021
Machine learning methods to detect money laundering in the Bitcoin blockchain in the presence of label scarcity Joana Lorenz Maria Inês Silva David Oliveira Aparício João Tiago Ascensão P. Bizarro 33 102 0 29 May 2020
Blockchain is Watching You: Profiling and Deanonymizing Ethereum Users Ferenc Béres István András Seres András A. Benczúr Mikerah Quintyne-Collins 41 75 0 28 May 2020
Anti-Money Laundering in Bitcoin: Experimenting with Graph Convolutional Networks for Financial Forensics Mark Weber Giacomo Domeniconi Jie Chen D. Weidele Claudio Bellei Tom Robinson C. E. Leiserson 66 326 0 31 Jul 2019
An Evaluation of Bitcoin Address Classification based on Transaction History Summarization Yu-Jing Lin Po-Wei Wu Cheng-Han Hsu I-Ping Tu Shih-Wei Liao 35 61 0 19 Mar 2019