A novel method using LSTM-RNN to generate smart contracts code templates for improved usability

Z Hao, B Zhang, D Mao, J Yen, Z Zhao, M Zuo… - Multimedia Tools and …, 2023 - Springer
Recently, the development of blockchain technology has given us an opportunity to improve
the security and trustworthiness of multimedia. With the applications of blockchain …

Visual and user-defined smart contract designing system based on automatic coding

D Mao, F Wang, Y Wang, Z Hao - Ieee Access, 2019 - ieeexplore.ieee.org
Smart contract applications based on Ethereum blockchain have been widely used in many
fields. They are developed by professional developers using specialized programming …

Optimizing Smart Contracts with Machine Learning Techniques in Blockchain

BYK Kasula - International Journal of Creative Research In Computer …, 2020 - jrctd.in
Smart contracts play a pivotal role in the functionality and automation of transactions within
blockchain networks. However, their efficiency and optimization remain ongoing challenges …

Mda-based approach for blockchain smart contract development

M Jurgelaitis, L Čeponienė, K Butkus, R Butkienė… - Applied Sciences, 2022 - mdpi.com
Blockchain smart contracts can support the decentralisation of business processes, but due
to smart contracts' specifics, their development is a complicated process. Introducing model …

Model-based software design and testing in blockchain smart contracts: A systematic literature review

N Sánchez-Gómez, J Torres-Valderrama… - IEEE …, 2020 - ieeexplore.ieee.org
Blockchain technology promises to spark a real revolution. One of most important concepts
associated with this technology is smart contracts, which enable the automatic execution of …

Who is Smarter? An Empirical Study of AI-Based Smart Contract Creation

R Karanjai, E Li, L Xu, W Shi - 2023 5th Conference on …, 2023 - ieeexplore.ieee.org
The introduction of large language models (LLMs) like ChatGPT and Google Palm2 for
smart contract generation seems to be the first well-established instance of an AI pair …

Blockchain-based smart contracts: A systematic mapping study

M Alharby, A Van Moorsel - arXiv preprint arXiv:1710.06372, 2017 - arxiv.org
An appealing feature of blockchain technology is smart contracts. A smart contract is
executable code that runs on top of the blockchain to facilitate, execute and enforce an …

Automatic smart contract generation using controlled natural language and template

T Tateishi, S Yoshihama, N Sato… - IBM Journal of Research …, 2019 - ieeexplore.ieee.org
Smart contracts, which are widely recognized as key components of blockchain technology,
enable automatic execution of agreements. Since each smart contract is a computer …

Deep learning-based malicious smart contract detection scheme for internet of things environment

R Gupta, MM Patel, A Shukla, S Tanwar - Computers & Electrical …, 2022 - Elsevier
Smart contracts are essential in maintaining the trust between the members of the
blockchain. Its verification is of utmost importance, as it is unmodifiable once deployed …

A revisit on blockchain-based smart contract technology

F Junis, FMW Prasetya, FI Lubay, AK Sari - arXiv preprint arXiv …, 2019 - arxiv.org
Blockchain-based smart contract has become a growing field in the blockchain technology.
What was once a technology used to solve digital transaction issues turns out to have some …