【刊名】Nanjing Youdian Daxue Xuebao (Ziran Kexue Ban)/Journal of Nanjing University of Posts and Telecommunications (Natural Science)
【作者单位】aCollege of Computer Science and Technology, Taiyuan Normal University, Jinzhong, 030619, China;bSchool of Computer and Information Technology, Shanxi University, Taiyuan, 030006, China;cSchool of Computer Science and Technology, Dalian University of Technology, Dalian, 116081, China
【年份】2025
【卷号】Vol.45 No.1
【页码】115-122
【ISSN】1673-5439
【关键词】Bitcoin transactions blockchain anomaly transaction detection random forest XGBoost
【摘要】 The escalating occurrences of events such as hacking attacks,phishing,and ransomware have propelled blockchain anomaly transaction detection into a focal point of contemporary research. XGBoost,characterized as a machine learning algorithm based on g...