4 papers
Zero-Shot Vulnerability Detection in Low-Resource Smart Contracts Through Solidity-Only Training
Minghao Hu, Qiang Zeng, Lannan Luo
Smart contracts have transformed decentralized finance, but flaws in their logic still create major security threats. Most existing vulnerability detection techniques focus on well…
Touch to Pair: Secure and Usable IoT Pairing without Information Loss
Chuxiong Wu, Xiaopeng Li, Lannan Luo +1
Secure pairing is essential for trustworthy deployment and operation of Internet of Things (IoT) devices. However, traditional pairing methods are unsuitable due to the lack of use…
FlowMalTrans: Unsupervised Binary Code Translation for Malware Detection Using Flow-Adapter Architecture
Minghao Hu, Junzhe Wang, Weisen Zhao +2
Applying deep learning to malware detection has drawn great attention due to its notable performance. With the increasing prevalence of cyberattacks targeting IoT devices, there is…
BinSimDB: Benchmark Dataset Construction for Fine-Grained Binary Code Similarity Analysis
Fei Zuo, Cody Tompkins, Qiang Zeng +3
Binary Code Similarity Analysis (BCSA) has a wide spectrum of applications, including plagiarism detection, vulnerability discovery, and malware analysis, thus drawing significant…