Autopt: How far are we from the end2end automated web penetration testing?

B Wu, G Chen, K Chen, X Shang, J Han, Y He… - arxiv preprint arxiv …, 2024 - arxiv.org
Penetration testing is essential to ensure Web security, which can detect and fix
vulnerabilities in advance, and prevent data leakage and serious consequences. The …

LLM-based Unit Test Generation via Property Retrieval

Z Zhang, X Liu, Y Lin, X Gao, H Sun, Y Yuan - arxiv preprint arxiv …, 2024 - arxiv.org
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 …

The Classification of Software Requirements using Large Language Models: Emerging Results and Future Directions

Y Zhang, Y Li - 2024 3rd International Conference on Cloud …, 2024 - ieeexplore.ieee.org
In recent years, large language models (LLMs) have demonstrated exceptional capabilities
across various tasks. However, the effectiveness of LLMs in software requirement …