Detecting abnormal behaviors in smart contracts using opcode sequences

P Li, G Wang, X Xing, J Zhu, W Gu, G Zhai - Computer Communications, 2024 - Elsevier
With the fast growth of blockchain technology, blockchain as a decentralized distributed
ledger technology has become more widely used and is gradually changing our way of life …

Dynamic Abnormal Detection in Smart Contracts Using Opcode Sequences

P Li, G Wang, Y Liu, W Gu, G Zhai… - 2023 IEEE Smart World …, 2023 - ieeexplore.ieee.org
While blockchain technology brings a trusted execution environment to smart contracts, it
also brings new challenges to smart contracts. Once a smart contract is deployed on the …

A New Smart Contract Anomaly Detection Method by Fusing Opcode and Source Code Features for Blockchain Services

L Duan, L Yang, C Liu, W Ni… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Digital assets involved in smart contracts are on the rise. Security vulnerabilities in smart
contracts have resulted in significant losses for the blockchain community. Existing smart …

Research on Dynamic Detection of Vulnerabilities in Smart Contracts Based on Machine Learning

Y Boxin - 2024 IEEE 3rd International Conference on Electrical …, 2024 - ieeexplore.ieee.org
The proliferation of smart contracts has led to a surge in hacking attacks, resulting in
substantial financial losses and undermining the healthy growth of the blockchain …

Detecting unknown vulnerabilities in smart contracts using opcode sequences

P Li, G Wang, X Xing, X Li, J Zhu - Connection Science, 2024 - Taylor & Francis
Unknown vulnerabilities, also known as zero-day vulnerabilities, are vulnerabilities in
software, systems, or networks that have not yet been publicly disclosed or fixed. If these …

Unknown threats detection methods of smart contracts

D He, K Ding, S Chan, M Guizani - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
With the explosive growth of blockchain platforms and applications, security threats of
blockchain also occur frequently. As a decentralized application deployed on the …

[HTML][HTML] ADEFGuard: Anomaly detection framework based on Ethereum smart contracts behaviours

M Ndiaye, TA Diallo, K Konate - Blockchain: Research and Applications, 2023 - Elsevier
Smart contracts are the building blocks of blockchain systems that enable automated peer-to-
peer transactions and decentralized services. Smart contracts certainly provide a powerful …

SCGformer: Smart contract vulnerability detection based on control flow graph and transformer

KX Gong, X Song, N Wang, C Wang, H Zhu - IET Blockchain, 2023 - Wiley Online Library
The security of smart contract has always been one of the significant problems in blockchain.
As shown in previous studies, vulnerabilities in smart contracts can lead to unpredictable …

Mining bytecode features of smart contracts to detect Ponzi scheme on blockchain

X Shen, S Jiang, L Zhang - Computer Modeling in Engineering …, 2021 - ingentaconnect.com
The emergence of smart contracts has increased the attention of industry and academia to
blockchain technology, which is tamper-proofing, decentralized, autonomous, and enables …

CFG Analysis for Detecting Vulnerabilities in Smart Contracts

K Yadav, S Naval - International Conference on Smart Trends for …, 2023 - Springer
Smart contracts are a leading light moment in blockchain technology 2.0 and are universally
used in various applications. A smart contract is a digital agreement for financial …