Nov 21, 2019 · This paper proposes an approach to detect phishing scams on Ethereum by mining its transaction records.
This work is the first investigation on phishing detection on Ethereum via network embedding and provides insights into how features of large-scale ...
Nov 20, 2019 · This work is the first investigation on phishing detection on Ethereum via network embedding and provides insights into how features of large- ...
This article proposes an approach to detect phishing scams on Ethereum by mining its transaction records.
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In our work, accounts and transactions are treated as nodes and edges, thus detection of phishing accounts can be modeled as a node classification problem.
Our work shares phishing account information from Etherscan and the code for how to crawl it. In addition, the trans2vec algorithm for detection was shared.
Jun 20, 2024 · This paper proposes an Ethereum phishing scam detection method based on data augmentation and a hybrid graph neural network. Initially, the ...
We propose PDTGA, a phishing scams detection approach for Ethereum. · Temporal graphs attention is used to identify the temporal node and edge features. · A three ...
Who Are the Phishers? Phishing Scam Detection on Ethereum via Network Embedding · Jiajing WuQi Yuan ; Detecting Phishing Scams on Ethereum Based on Transaction ...
Nov 21, 2023 · In this paper, we conduct the first empirical study of TxPhish on Ethereum, encompassing the process of a TxPhishTxPhish campaign and details of phishing ...