Adversarial Attacks on Large Language Model-Based System and Mitigating Strategies: A Case Study on ChatGPT

被引:0
|
作者
Liu, Bowen [1 ,2 ]
Xiao, Boao [1 ]
Jiang, Xutong [1 ]
Cen, Siyuan [1 ]
He, Xin [3 ]
Dou, Wanchun [1 ,2 ,4 ]
机构
[1] State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, China
[2] Guangdong Laboratory of Artificial Intelligence and Digital Economy, Shenzhen, China
[3] School of Computer Science & Technology, Nanjing University of Posts and Telecommunications, Nanjing, China
[4] College of Big Data and Intelligent Engineering, Southwest Forestry University, Kunming, China
关键词
D O I
10.1155/2023/8691095
中图分类号
学科分类号
摘要
34
引用
收藏
相关论文
共 50 条
  • [21] Towards model-based design - A case study: The Modular Design System
    Griffith, ED
    Hicks, DK
    McGraw, KD
    Case, MP
    DURABILITY OF BUILDING MATERIALS AND COMPONENTS 8, VOLS 1-4, PROCEEDINGS, 1999, : 2579 - 2589
  • [22] Effects of Large Language Model-Based Offerings on the Well-Being of Students: Qualitative Study
    Selim, Rania
    Basu, Arunima
    Anto, Ailin
    Foscht, Thomas
    Eisingerich, Andreas Benedikt
    JMIR FORMATIVE RESEARCH, 2024, 8
  • [23] Making Large Language Models More Reliable and Beneficial: Taking ChatGPT as a Case Study
    Majeed, Abdul
    Hwang, Seong Oun
    COMPUTER, 2024, 57 (03) : 101 - 106
  • [24] Safety analysis in the era of large language models: A case study of STPA using ChatGPT
    Qi, Yi
    Zhao, Xingyu
    Khastgir, Siddartha
    Huang, Xiaowei
    MACHINE LEARNING WITH APPLICATIONS, 2025, 19
  • [25] Adversarial Attacks Against Reinforcement Learning Based Tactical Networks: A Case Study
    Loevenich, Johannes F.
    Bode, Jonas
    Huerten, Tobias
    Liberto, Luca
    Spelter, Florian
    Rettore, Paulo H. L.
    Lopes, Roberto Rigolin F.
    2022 IEEE MILITARY COMMUNICATIONS CONFERENCE (MILCOM), 2022,
  • [26] Characterizing the Confidence of Large Language Model-Based Automatic Evaluation Metrics
    Stureborg, Rickard
    Alikaniotis, Dimitris
    Suhara, Yoshi
    PROCEEDINGS OF THE 18TH CONFERENCE OF THE EUROPEAN CHAPTER OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, VOL 2: SHORT PAPERS, 2024, : 76 - 89
  • [27] Improving Text Classification with Large Language Model-Based Data Augmentation
    Zhao, Huanhuan
    Chen, Haihua
    Ruggles, Thomas A.
    Feng, Yunhe
    Singh, Debjani
    Yoon, Hong-Jun
    ELECTRONICS, 2024, 13 (13)
  • [28] KNOWLEDGE MANAGEMENT TOOL: A LARGE LANGUAGE MODEL-BASED SEARCH ENGINE
    Gao, W.
    Merrill, C.
    Texeira, B. C.
    Weissmueller, N.
    Gao, C.
    Bao, Y.
    Anstatt, D.
    VALUE IN HEALTH, 2024, 27 (06) : S387 - S387
  • [29] Hallucination Reduction and Optimization for Large Language Model-Based Autonomous Driving
    Wang, Jue
    SYMMETRY-BASEL, 2024, 16 (09):
  • [30] LUNA: A Model-Based Universal Analysis Framework for Large Language Models
    Song, Da
    Xie, Xuan
    Song, Jiayang
    Zhu, Derui
    Huang, Yuheng
    Felix, Juefei-Xu
    Ma, Lei
    IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, 2024, 50 (07) : 1921 - 1948