The Role of Transformer Models in Advancing Blockchain Technology: A Systematic Survey
T Liu, Y Wang, J Sun, Y Tian, Y Huang, T Xue… - arxiv preprint arxiv …, 2024 - arxiv.org
As blockchain technology rapidly evolves, the demand for enhanced efficiency, security, and
scalability grows. Transformer models, as powerful deep learning architectures, have shown …
scalability grows. Transformer models, as powerful deep learning architectures, have shown …
A Survey on Security Analysis Methods of Smart Contracts
H Zhu, L Yang, L Wang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Smart contracts have gained extensive adoption across diverse industries, including
finance, supply chain, and the Internet of Things. Nevertheless, the surge in security …
finance, supply chain, and the Internet of Things. Nevertheless, the surge in security …
PonziLens+: Visualizing Bytecode Actions for Smart Ponzi Scheme Identification
With the prevalence of smart contracts, smart Ponzi schemes have become a common fraud
on blockchain and have caused significant financial loss to cryptocurrency investors in the …
on blockchain and have caused significant financial loss to cryptocurrency investors in the …
A Survey of Source Code Representations for Machine Learning-Based Cybersecurity Tasks
Machine learning techniques for cybersecurity-related software engineering tasks are
becoming increasingly popular. The representation of source code is a key portion of the …
becoming increasingly popular. The representation of source code is a key portion of the …
ReenRepair: Automatic and semantic equivalent repair of reentrancy in smart contracts
Reentrancy, the most notorious vulnerability in smart contracts, has attracted extensive
attention. To eliminate reentrancy before deploying contracts, there is a need to locate and …
attention. To eliminate reentrancy before deploying contracts, there is a need to locate and …
Do Automated Fixes Truly Mitigate Smart Contract Exploits?
Automated Program Repair (APR) for smart contract security promises to automatically
mitigate smart contract vulnerabilities responsible for billions in financial losses. However …
mitigate smart contract vulnerabilities responsible for billions in financial losses. However …
The Sword of Damocles: Upgradeable Smart Contract in Ethereum
Although smart contracts are immutable once they are deployed, the reality is that they need
upgrades to fix bugs or add new features. Nowadays, there are a few upgrade methods in …
upgrades to fix bugs or add new features. Nowadays, there are a few upgrade methods in …
Ethereum transaction replay platform based on state-wise account input data
An increasing number of investors are active on Ethereum, resulting in numerous
transactions. These historical transactions can be applied to complete contract testing. For …
transactions. These historical transactions can be applied to complete contract testing. For …
DISL: Fueling Research with A Large Dataset of Solidity Smart Contracts
The DISL dataset features a collection of $514,506 $ unique Solidity files that have been
deployed to Ethereum mainnet. It caters to the need for a large and diverse dataset of real …
deployed to Ethereum mainnet. It caters to the need for a large and diverse dataset of real …
Fixing Smart Contract Vulnerabilities: A Comparative Analysis of Literature and Developer's Practices
Smart Contracts are programs running logic in the Blockchain network by executing
operations through immutable transactions. The Blockchain network validates such …
operations through immutable transactions. The Blockchain network validates such …