JSVulExplorer:A JavaScript Vulnerability Detection Model Based on Transfer Learning

被引:0
|
作者
Chen, Shengquan [1 ,2 ]
Jiang, Nan [1 ]
Wu, Zheng [1 ]
Wang, Zichen [1 ]
机构
[1] Faculty of Information Technology, Beijing University of Technology, Beijing,100124, China
[2] Beijing Key Laboratory of Trusted Computing, Beijing,100124, China
关键词
Compilation and indexing terms; Copyright 2025 Elsevier Inc;
D O I
1256645
中图分类号
学科分类号
摘要
Codes (symbols) - Deep learning - High level languages - Learning systems - Network security - Semantics - Software reliability - Static analysis - Trees (mathematics)
引用
收藏
相关论文
共 50 条
  • [21] Deep Learning Based Vulnerability Detection: Are We There Yet?
    Chakraborty, Saikat
    Krishna, Rahul
    Ding, Yangruibo
    Ray, Baishakhi
    IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, 2022, 48 (09) : 3280 - 3296
  • [22] Vulnerability Detection Based on Enhanced Graph Representation Learning
    Xiao, Peng
    Xiao, Qibin
    Zhang, Xusheng
    Wu, Yumei
    Yang, Fengyu
    IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2024, 19 : 5120 - 5135
  • [23] Software vulnerability detection using SFDMN deep learning model
    Bajantri, Gayatri
    Shariff, C. Noorullah
    INTERNATIONAL JOURNAL OF AD HOC AND UBIQUITOUS COMPUTING, 2024, 47 (04) : 227 - 239
  • [24] Rotor Winding Image Detection Method Based on Model-based Transfer Learning
    Jia, Youbin
    Zhang, Xiaoguo
    Chen, Gang
    PROCEEDINGS OF 2018 IEEE 9TH INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING AND SERVICE SCIENCE (ICSESS), 2018, : 675 - 679
  • [25] Obfuscated Malicious Java']JavaScript Detection by Machine Learning
    Pan, Jinkun
    Mao, Xiaoguang
    PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON ADVANCES IN MECHANICAL ENGINEERING AND INDUSTRIAL INFORMATICS (AMEII 2016), 2016, 73 : 805 - 810
  • [26] Interpretation of Learning-Based Automatic Source Code Vulnerability Detection Model Using LIME
    Tang, Gaigai
    Zhang, Long
    Yang, Feng
    Meng, Lianxiao
    Cao, Weipeng
    Qiu, Meikang
    Ren, Shuangyin
    Yang, Lin
    Wang, Huiqiang
    KNOWLEDGE SCIENCE, ENGINEERING AND MANAGEMENT, PT III, 2021, 12817 : 275 - 286
  • [27] Transfer Learning based Intrusion Detection
    Taghiyarrenani, Zahra
    Fanian, Ali
    Mahdavi, Ehsan
    Mirzaei, Abdolreza
    Farsi, Hamed
    2018 8TH INTERNATIONAL CONFERENCE ON COMPUTER AND KNOWLEDGE ENGINEERING (ICCKE), 2018, : 92 - 97
  • [28] Transfer Forest: A Deep Forest Model Based on Transfer Learning for Early Drilling Kick Detection
    Fu, Jiasheng
    Liu, Wei
    Zheng, Xiangyu
    Han, Xiaosong
    ENERGIES, 2023, 16 (05)
  • [29] Vulnerability Analysis of OpenVPN System Based on Model Learning
    Shen Y.-Z.
    Gu C.-X.
    Chen X.
    Zhang X.-L.
    Lu Z.-Y.
    Ruan Jian Xue Bao/Journal of Software, 2019, 30 (12): : 3750 - 3764
  • [30] Defects detection based on deep learning and transfer learning
    College of Information Engineering, Zhejiang University of Technology, Hangzhou, Zhejiang, China
    不详
    Metall. Min. Ind., 7 (312-321):