3 papers
cs.SE2024
DynaMO: Protecting Mobile DL Models through Coupling Obfuscated DL Operators
Mingyi Zhou, Xiang Gao, Xiao Chen +3
Deploying DL models on mobile Apps has become ever-more popular. However, existing studies show attackers can easily reverse-engineer mobile DL models in Apps to steal intellectual…
cs.SE2024
LLM-based Unit Test Generation via Property Retrieval
Zhe Zhang, Xingyu Liu, Yuanzhang Lin +3
Automated unit test generation has been widely studied, with Large Language Models (LLMs) recently showing significant potential. Moreover, in the context of unit test generation,…
cs.SE2024
Scalable Defect Detection via Traversal on Code Graph
Zhengyao Liu, Xitong Zhong, Xingjing Deng +3
Detecting defects and vulnerabilities in the early stage has long been a challenge in software engineering. Static analysis, a technique that inspects code without execution, has e…