An Exploratory Study on Using Large Language Models for Mutation Testing

被引:0
|
作者
Wang, Bo [1 ]
Chen, Mingda [1 ]
Lin, Youfang [1 ]
Papadakis, Mike [2 ]
Zhang, Jie M. [3 ]
机构
[1] Beijing Jiaotong University, Beijing, China
[2] University of Luxembourg, Luxembourg
[3] King’s College London, London, United Kingdom
来源
关键词
Exploratory studies - Faults detection - Language model - Large language model - Large-scales - Mutation generation - Mutation rates - Mutation testing - Performance - Software testings;
D O I
暂无
中图分类号
学科分类号
摘要
90
引用
收藏
相关论文
共 50 条
  • [21] Automated refinement of models for model-based testing using exploratory testing
    Ceren Şahin Gebizli
    Hasan Sözer
    Software Quality Journal, 2017, 25 : 979 - 1005
  • [22] Leveraging Large Language Models to Improve REST API Testing
    Kim, Myeongsoo
    Stennett, Tyler
    Shah, Dhruv
    Sinha, Saurabh
    Orso, Alessandro
    2024 IEEE/ACM 46TH INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING: NEW IDEAS AND EMERGING RESULTS, ICSE-NIER 2024, 2024, : 37 - 41
  • [23] Large Language Models for Code: Security Hardening and Adversarial Testing
    He, Jingxuan
    Vechev, Martin
    PROCEEDINGS OF THE 2023 ACM SIGSAC CONFERENCE ON COMPUTER AND COMMUNICATIONS SECURITY, CCS 2023, 2023, : 1865 - 1879
  • [24] Automated refinement of models for model-based testing using exploratory testing
    Gebizli, Ceren Sahin
    Sozer, Hasan
    SOFTWARE QUALITY JOURNAL, 2017, 25 (03) : 979 - 1005
  • [25] Exploratory Data Analysis and the Rise of Large Language Models - Gaming Industry Insights
    Zhecheva, Denitsa
    TEM JOURNAL-TECHNOLOGY EDUCATION MANAGEMENT INFORMATICS, 2024, 13 (01): : 561 - 569
  • [26] Using Large Language Models in Business Processes
    Grisold, Thomas
    vom Brocke, Jan
    Kratsch, Wolfgang
    Mendling, Jan
    Vidgof, Maxim
    BUSINESS PROCESS MANAGEMENT, BPM 2023, 2023, 14159 : XXIX - XXXI
  • [27] Accelerating Pharmacovigilance using Large Language Models
    Prakash, Mukkamala Venkata Sai
    Parab, Ganesh
    Veeramalla, Meghana
    Reddy, Siddartha
    Varun, V.
    Gopalakrishnan, Saisubramaniam
    Pagidipally, Vishal
    Vaddina, Vishal
    PROCEEDINGS OF THE 17TH ACM INTERNATIONAL CONFERENCE ON WEB SEARCH AND DATA MINING, WSDM 2024, 2024, : 1182 - 1183
  • [28] A Study Case of Automatic Archival Research and Compilation using Large Language Models
    Guo, Dongsheng
    Yue, Aizhen
    Ning, Fanggang
    Huang, Dengrong
    Chang, Bingxin
    Duan, Qiang
    Zhang, Lianchao
    Chen, Zhaoliang
    Zhang, Zheng
    Zhan, Enhao
    Zhang, Qilai
    Jiang, Kai
    Li, Rui
    Zhao, Shaoxiang
    Wei, Zizhong
    2023 IEEE INTERNATIONAL CONFERENCE ON KNOWLEDGE GRAPH, ICKG, 2023, : 52 - 59
  • [29] BDMMT: Backdoor Sample Detection for Language Models Through Model Mutation Testing
    Wei, Jiali
    Fan, Ming
    Jiao, Wenjing
    Jin, Wuxia
    Liu, Ting
    IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2024, 19 : 4285 - 4300
  • [30] Towards Autonomous Testing Agents via Conversational Large Language Models
    Feldt, Robert
    Kang, Sungmin
    Yoon, Juyeon
    Yoo, Shin
    2023 38TH IEEE/ACM INTERNATIONAL CONFERENCE ON AUTOMATED SOFTWARE ENGINEERING, ASE, 2023, : 1688 - 1693