MANDO-HGT: Heterogeneous Graph Transformers for Smart Contract Vulnerability Detection

Author:

Nguyen Hoang H.1,Nguyen Nhat-Minh2,Xie Chunyao1,Ahmadi Zahra1,Kudendo Daniel1,Doan Thanh-Nam3,Jiang Lingxiao2

Affiliation:

1. Leibniz Universität Hannover,L3S Research Center,Hannover,Germany

2. Singapore Management University,Singapore

3. Independent Researcher,Atlanta,Georgia,USA

Publisher

IEEE

Reference79 articles.

1. Hunting the ethereum smart contract: Color-inspired inspection of potential attacks;huang,2018

2. DC-Hunter: Detecting dangerous smart contracts via bytecode matching;han;Cyber Security,2020

3. Multi-Class classification of vulnerabilities in smart contracts using AWD-LSTM, with pre-trained encoder inspired from natural language processing

4. Smart Contract Vulnerability Detection using Graph Neural Network

5. Towards safer smart contracts: A sequence learning approach to detecting security threats;tann,2018

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