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cs.SE2024★ 2 cited
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…
cs.SE2024
Investigating White-Box Attacks for On-Device Models
Mingyi Zhou, Xiang Gao, Jing Wu +3
Numerous mobile apps have leveraged deep learning capabilities. However, on-device models are vulnerable to attacks as they can be easily extracted from their corresponding mobile…