4 papers
Detecting Malicious Intents in Smart Contracts with Pre-trained Programming Language Models
Youwei Huang, Jianwen Li, Bin Hu +3
Malicious developer intents in smart contracts constitute significant security threats to decentralized applications, leading to substantial economic losses. Prior work introduced…
Enhancing Android Malware Detection: The Influence of ChatGPT on Decision-centric Task
Yao Li, Sen Fang, Tao Zhang +1
With the rise of large language models, such as ChatGPT, non-decisional models have been applied to various tasks. Moreover, ChatGPT has drawn attention to the traditional decision…
Deep Smart Contract Intent Detection
Youwei Huang, Sen Fang, Jianwen Li +3
In recent years, research in software security has concentrated on identifying vulnerabilities in smart contracts to prevent significant losses of crypto assets on blockchains. Des…
SmartIntentNN: Towards Smart Contract Intent Detection
Youwei Huang, Sen Fang, Jianwen Li +2
Smart contracts on the blockchain offer decentralized financial services but often lack robust security measures, leading to significant economic losses. While substantial research…