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Identity Inference on Blockchain using Graph Neural Network

Identity Inference on Blockchain using Graph Neural Network

14 April 2021
Jie Shen
Jiajun Zhou
Yunyi Xie
Shanqing Yu
Qi Xuan
ArXiv (abs)PDFHTML

Papers citing "Identity Inference on Blockchain using Graph Neural Network"

13 / 13 papers shown
Title
SoK: A Taxonomy for Distributed-Ledger-Based Identity Management
SoK: A Taxonomy for Distributed-Ledger-Based Identity Management
Awid Vaziry
S. R. Garzon
Patrick Herbke
Carlo Segat
Axel Küpper
55
0
0
08 May 2025
Facilitating Feature and Topology Lightweighting: An Ethereum
  Transaction Graph Compression Method for Malicious Account Detection
Facilitating Feature and Topology Lightweighting: An Ethereum Transaction Graph Compression Method for Malicious Account Detection
Jiajun Zhou
Xuanze Chen
Sheng Gong
Chenkai Hu
Chengxiang Jin
Shanqing Yu
Qi Xuan
68
1
0
14 May 2024
Machine Learning on Blockchain Data: A Systematic Mapping Study
Machine Learning on Blockchain Data: A Systematic Mapping Study
Georgios Palaiokrassas
Sarah Bouraga
Leandros Tassiulas
143
3
0
25 Mar 2024
A Federated Parameter Aggregation Method for Node Classification Tasks
  with Different Graph Network Structures
A Federated Parameter Aggregation Method for Node Classification Tasks with Different Graph Network Structures
Hao Song
Jiacheng Yao
Zhengxi Li
Shaocong Xu
Shibo Jin
Jiajun Zhou
Chenbo Fu
Qi Xuan
Shanqing Yu
FedML
82
0
0
24 Mar 2024
Artificial Intelligence for Web 3.0: A Comprehensive Survey
Artificial Intelligence for Web 3.0: A Comprehensive Survey
Meng Shen
Zhehui Tan
Dusit Niyato
Yuzhi Liu
Jiawen Kang
Zehui Xiong
Liehuang Zhu
Wei Wang
Xuemin
X. Shen
79
15
0
17 Aug 2023
Demystifying Fraudulent Transactions and Illicit Nodes in the Bitcoin
  Network for Financial Forensics
Demystifying Fraudulent Transactions and Illicit Nodes in the Bitcoin Network for Financial Forensics
Youssef Elmougy
Ling Liu
79
30
0
25 May 2023
Graph Mining for Cybersecurity: A Survey
Graph Mining for Cybersecurity: A Survey
Bo Yan
Cheng Yang
Chuan Shi
Yong Fang
Qi Li
Yanfang Ye
Junping Du
92
15
0
02 Apr 2023
BERT4ETH: A Pre-trained Transformer for Ethereum Fraud Detection
BERT4ETH: A Pre-trained Transformer for Ethereum Fraud Detection
Sihao Hu
Zhen Zhang
B. Luo
Shengliang Lu
Bingsheng He
Ling Liu
74
44
0
29 Mar 2023
Significant Digits: Using Large-Scale Blockchain Data to Predict
  Fraudulent Addresses
Significant Digits: Using Large-Scale Blockchain Data to Predict Fraudulent Addresses
Jared Gridley
Oshani Seneviratne
43
2
0
03 Jan 2023
Demystifying Bitcoin Address Behavior via Graph Neural Networks
Demystifying Bitcoin Address Behavior via Graph Neural Networks
Zhen-Ji Huang
Yunyang Huang
Peng Qian
Jianhai Chen
Qinming He
GNN
57
6
0
26 Nov 2022
PU GNN: Chargeback Fraud Detection in P2E MMORPGs via Graph Attention
  Networks with Imbalanced PU Labels
PU GNN: Chargeback Fraud Detection in P2E MMORPGs via Graph Attention Networks with Imbalanced PU Labels
Jiho Choi
Junghoon Park
Woocheol Kim
Jin-Hyeok Park
Yumin Suh
Minchang Sung
46
2
0
16 Nov 2022
BlockGC: A Joint Learning Framework for Account Identity Inference on
  Blockchain with Graph Contrast
BlockGC: A Joint Learning Framework for Account Identity Inference on Blockchain with Graph Contrast
Jiajun Zhou
Chenkai Hu
Shenbo Gong
Jiaying Xu
Jie Shen
Qi Xuan
31
1
0
07 Dec 2021
TEGDetector: A Phishing Detector that Knows Evolving Transaction
  Behaviors
TEGDetector: A Phishing Detector that Knows Evolving Transaction Behaviors
Haibin Zheng
Minying Ma
Jinyin Chen
Haiyang Xiong
Zhijun Yang
49
9
0
26 Nov 2021
1