Social and Information Networks · Computer Science
Networks of Ethereum Non-Fungible Tokens: A graph-based analysis of the ERC-721 ecosystem
S. Casale-Brunet, P. Ribeca, P. Doyle, M. Mattavelli
2021-10-26
Cryptography and Security · Computer Science
Temporal Analysis of Transaction Ego Networks with Different Labels on Ethereum
Baoying Huang, Jieli Liu, Jiajing Wu, Quanzhong Li +1
2022-11-16
Cryptography and Security · Computer Science
Security Analysis of DeFi: Vulnerabilities, Attacks and Advances
Wenkai Li, Jiuyang Bu, Xiaoqi Li, Xianyi Chen
2022-05-20
Applications · Statistics
Modeling Wallet-Level Behavioral Shifts Post-FTX Collapse: An XAI-Driven GLM Study on Ethereum Transactions
Benjamin Gillen, Rashmi Ranjan Bhuyan, Gourab Mukherjee, Austin Pollok
2025-07-14
Trading and Market Microstructure · Quantitative Finance
Information Flow in the FTX Bankruptcy: A Network Approach
Riccardo De Blasis, Luca Galati, Rosanna Grassi, Giorgio Rizzini
2025-05-20
Social and Information Networks · Computer Science
The predictive power of the Blockhain transaction networks: Towards a new generation of network science market indicators
Mar Grande, Florentino Borondo, Javier Borondo
2024-01-04
Cryptography and Security · Computer Science
Disentangling Decentralized Finance (DeFi) Compositions
Stefan Kitzler, Friedhelm Victor, Pietro Saggese, Bernhard Haslhofer
2022-10-03
Social and Information Networks · Computer Science
Modeling and Understanding Ethereum Transaction Records via a Complex Network Approach
Dan Lin, Jiajing Wu, Qi Yuan, Zibin Zheng
2021-01-01
Social and Information Networks · Computer Science
Investigating shocking events in the Ethereum stablecoin ecosystem through temporal multilayer graph structure
Cheick Tidiane Ba, Richard G. Clegg, Ben A. Steer, Matteo Zignani
2025-03-20
Cryptography and Security · Computer Science
Of Degens and Defrauders: Using Open-Source Investigative Tools to Investigate Decentralized Finance Frauds and Money Laundering
Arianna Trozze, Toby Davies, Bennett Kleinberg
2023-05-29
Social and Information Networks · Computer Science
T-EDGE: Temporal WEighted MultiDiGraph Embedding for Ethereum Transaction Network Analysis
Jiajing Wu, Dan Lin, Zibin Zheng, Qi Yuan
2021-01-07
Social and Information Networks · Computer Science
Analysis of account behaviors in Ethereum during an economic impact event
Pedro Henrique F. S. Oliveira, Daniel Muller Rezende, Heder Soares Bernardino, Saulo Moraes Villela +1
2022-06-24
Social and Information Networks · Computer Science
Know Your Account: Double Graph Inference-based Account De-anonymization on Ethereum
Shuyi Miao, Wangjie Qiu, Hongwei Zheng, Qinnan Zhang +5
2025-01-15
Cryptography and Security · Computer Science
XChainWatcher: Monitoring and Identifying Attacks in Cross-Chain Bridges
André Augusto, Rafael Belchior, Jonas Pfannschmidt, André Vasconcelos +1
2025-09-09
General Economics · Economics
Is decentralized finance actually decentralized? A social network analysis of the Aave protocol on the Ethereum blockchain
Ziqiao Ao, Lin William Cong, Gergely Horvath, Luyao Zhang
2023-12-04
Cryptography and Security · Computer Science
Blockchain is Watching You: Profiling and Deanonymizing Ethereum Users
Ferenc Béres, István András Seres, András A. Benczúr, Mikerah Quintyne-Collins
2020-10-14
Social and Information Networks · Computer Science
A Social Network Approach to Analyzing Token Properties and Abnormal Events in Decentralized Exchanges
Aryan Soltani Mohammadi, Moein Karami, Amir Pasha Motamed, Behnam Bahrak
2023-10-24
Social and Information Networks · Computer Science
Evolution of Ethereum: A Temporal Graph Perspective
Qianlan Bai, Chao Zhang, Yuedong Xu, Xiaowei Chen +1
2020-01-16
Cryptography and Security · Computer Science
An Empirical Study on Ethereum Private Transactions and the Security Implications
Xingyu Lyu, Mengya Zhang, Xiaokuan Zhang, Jianyu Niu +2
2022-08-08