Search Results for author: Yanjie Zhao

Found 6 papers, 3 papers with code

GPT Store Mining and Analysis

no code implementations16 May 2024 Dongxun Su, Yanjie Zhao, Xinyi Hou, ShenAo Wang, Haoyu Wang

This paper presents an in-depth measurement study of the GPT Store, with a focus on the categorization of GPTs by topic, factors influencing GPT popularity, and the potential security risks.

Large Language Models for Cyber Security: A Systematic Literature Review

no code implementations8 May 2024 HanXiang Xu, ShenAo Wang, Ningke Li, Kailong Wang, Yanjie Zhao, Kai Chen, Ting Yu, Yang Liu, Haoyu Wang

Overall, our survey provides a comprehensive overview of the current state-of-the-art in LLM4Security and identifies several promising directions for future research.

Explainable Models Malware Analysis +3

Pitfalls in Language Models for Code Intelligence: A Taxonomy and Survey

1 code implementation27 Oct 2023 Xinyu She, Yue Liu, Yanjie Zhao, Yiling He, Li Li, Chakkrit Tantithamthavorn, Zhan Qin, Haoyu Wang

After carefully examining these studies, we designed a taxonomy of pitfalls in LM4Code research and conducted a systematic study to summarize the issues, implications, current solutions, and challenges of different pitfalls for LM4Code systems.

Code Generation

Large Language Models for Software Engineering: A Systematic Literature Review

1 code implementation21 Aug 2023 Xinyi Hou, Yanjie Zhao, Yue Liu, Zhou Yang, Kailong Wang, Li Li, Xiapu Luo, David Lo, John Grundy, Haoyu Wang

Nevertheless, a comprehensive understanding of the application, effects, and possible limitations of LLMs on SE is still in its early stages.

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