VulLibGen: Generating Names of Vulnerability-Affected Packages via a Large Language Model

被引:0
|
作者
Chen, Tianyu [1 ]
Li, Lin [2 ]
Zhu, Liuchuan [2 ]
Li, Zongyang [1 ]
Liu, Xueqing [3 ]
Liang, Guangtai [2 ]
Wang, Qianxiang [2 ]
Xie, Tao [1 ]
机构
[1] Key Lab of HCST (PKU), MOE, SCS, Peking University, China
[2] Huawei Cloud Computing, Technologies Co., Ltd.
[3] Stevens Institute of Technology, United States
来源
arXiv | 2023年
关键词
Engineering Village;
D O I
暂无
中图分类号
学科分类号
摘要
Evaluation results - Fine tuning - High-accuracy - Language model - Local search algorithm - Postprocessing algorithms - Security Practice - Security practitioners - Security risks - Structured information
引用
收藏
相关论文
共 50 条
  • [1] Generating Simulated Data with a Large Language Model
    Kerley, Jeffrey
    Anderson, Derek T.
    Buck, Andrew R.
    Alvey, Brendan
    SYNTHETIC DATA FOR ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING: TOOLS, TECHNIQUES, AND APPLICATIONS II, 2024, 13035
  • [2] Smart Contract Vulnerability Detection: The Role of Large Language Model (LLM)
    Boi, Biagio
    Esposito, Christian
    Lee, Sokjoon
    APPLIED COMPUTING REVIEW, 2024, 24 (02): : 19 - 29
  • [3] Large Language Model for Vulnerability Detection: Emerging Results and Future Directions
    Zhou, Xin
    Zhang, Ting
    Lo, David
    2024 IEEE/ACM 46TH INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING: NEW IDEAS AND EMERGING RESULTS, ICSE-NIER 2024, 2024, : 47 - 51
  • [4] PLANNER: Generating Diversified Paragraph via Latent Language Diffusion Model
    Zhang, Yizhe
    Gu, Jiatao
    Wu, Zhuofeng
    Zhai, Shuangfei
    Susskind, Josh
    Jaitly, Navdeep
    ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 36 (NEURIPS 2023), 2023,
  • [5] Flight Arrival Scheduling via Large Language Model
    Zhou, Wentao
    Wang, Jinlin
    Zhu, Longtao
    Wang, Yi
    Ji, Yulong
    AEROSPACE, 2024, 11 (10)
  • [6] Exploring Vision Language Pretraining with Knowledge Enhancement via Large Language Model
    Tung, Chuenyuet
    Lin, Yi
    Yin, Jianing
    Ye, Qiaoyuchen
    Chen, Hao
    TRUSTWORTHY ARTIFICIAL INTELLIGENCE FOR HEALTHCARE, TAI4H 2024, 2024, 14812 : 81 - 91
  • [7] Augmenting Large Language Model Translators via Translation Memories
    Mu, Yongyu
    Reheman, Abudurexiti
    Cao, Zhiquan
    Fan, Yuchun
    Li, Bei
    Li, Yinqiao
    Xiao, Tong
    Zhang, Chunliang
    Zhu, Jingbo
    FINDINGS OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL 2023), 2023, : 10287 - 10299
  • [8] Large Language Model-Powered Smart Contract Vulnerability Detection: New Perspectives
    Hu, Sihao
    Huang, Tiansheng
    Ilhan, Fatih
    Tekin, Selim Furkan
    Liu, Ling
    2023 5TH IEEE INTERNATIONAL CONFERENCE ON TRUST, PRIVACY AND SECURITY IN INTELLIGENT SYSTEMS AND APPLICATIONS, TPS-ISA, 2023, : 297 - 306
  • [9] Generating the assembly instructions of helicopter subassemblies using the hierarchical pruning strategy and large language model
    Jiang, Mingjie
    Guo, Yu
    Huang, Shaohua
    Pu, Jun
    JOURNAL OF INDUSTRIAL INFORMATION INTEGRATION, 2024, 42
  • [10] Can Large Language Model Aid in Generating Properties for UPPAAL Timed Automata? A Case Study
    Wu, Han-Wei
    Lee, Shin-Jie
    2024 IEEE 48TH ANNUAL COMPUTERS, SOFTWARE, AND APPLICATIONS CONFERENCE, COMPSAC 2024, 2024, : 2248 - 2253