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Time-aware Metapath Feature Augmentation for Ponzi Detection in Ethereum

30 October 2022

Papers citing "Time-aware Metapath Feature Augmentation for Ponzi Detection in Ethereum"

20 / 20 papers shown

Title
Clarify Confused Nodes via Separated Learning Jiajun Zhou Sheng Gong Chenxuan Xie Shanqing Yu Qi Xuan Xiaoniu Yang Xiaoniu Yang 167 3 0 04 Jun 2023
Neighborhood Homophily-based Graph Convolutional Network Sheng Gong Jiajun Zhou Chenxuan Xie Qi Xuan GNN 90 10 0 24 Jan 2023
Dual-channel Early Warning Framework for Ethereum Ponzi Schemes Jie Jin Jiajun Zhou Chengxiang Jin Shanqing Yu Ziwan Zheng Qi Xuan 62 10 0 16 Jun 2022
Heterogeneous Feature Augmentation for Ponzi Detection in Ethereum Chengxiang Jin Jie Jin Jiajun Zhou Jiajing Wu Qi Xuan 47 28 0 19 Apr 2022
Embedding Heterogeneous Networks into Hyperbolic Space Without Meta-path Lili Wang Chongyang Gao Chenghan Huang Ruibo Liu Weicheng Ma Soroush Vosoughi 50 25 0 18 Jun 2021
A Comprehensive Survey on Community Detection with Deep Learning Xing Su Shan Xue Fanzhen Liu Hongzhi Zhang Jian Yang ... Cécile Paris Surya Nepal Di Jin Quan Z. Sheng Philip S. Yu GNN 72 334 0 26 May 2021
Forsage: Anatomy of a Smart-Contract Pyramid Scheme T. Kell Haaroon Yousaf Sarah Allen Sarah Meiklejohn Ari Juels 51 13 0 10 May 2021
Ponzi Scheme Detection in EthereumTransaction Network Shanqing Yu Jie Jin Yunyi Xie Jie Shen Qi Xuan 49 27 0 17 Apr 2021
M-Evolve: Structural-Mapping-Based Data Augmentation for Graph Classification Jiajun Zhou Jie Shen Shanqing Yu Guanrong Chen Qi Xuan 64 24 0 11 Jul 2020
Graph Transformer Networks Seongjun Yun Minbyul Jeong Raehyun Kim Jaewoo Kang Hyunwoo J. Kim 133 980 0 06 Nov 2019
Subgraph Networks with Application to Structural Feature Space Expansion Qi Xuan Jinhuan Wang M. Zhao Junkun Yuan Chenbo Fu Zhongyuan Ruan Guanrong Chen 48 60 0 21 Mar 2019
How Powerful are Graph Neural Networks? Keyulu Xu Weihua Hu J. Leskovec Stefanie Jegelka GNN 257 7,695 0 01 Oct 2018
A Survey on the Security of Blockchain Systems Xiaoqi Li Peng Jiang Ting Chen Xiapu Luo Shirui Pan 50 1,442 0 20 Feb 2018
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 481 20,233 0 30 Oct 2017
Inductive Representation Learning on Large Graphs William L. Hamilton Z. Ying J. Leskovec 514 15,319 0 07 Jun 2017
Dissecting Ponzi schemes on Ethereum: identification, analysis, and impact Massimo Bartoletti S. Carta Tiziana Cimoli Roberto Saia 69 319 0 10 Mar 2017
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 662 29,156 0 09 Sep 2016
node2vec: Scalable Feature Learning for Networks Aditya Grover J. Leskovec 191 10,906 0 03 Jul 2016
LINE: Large-scale Information Network Embedding Jian Tang Meng Qu Mingzhe Wang Ming Zhang Jun Yan Qiaozhu Mei GNN 142 5,337 0 12 Mar 2015
DeepWalk: Online Learning of Social Representations Bryan Perozzi Rami Al-Rfou Steven Skiena HAI 263 9,800 0 26 Mar 2014