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
  • [1] Mitigating Adversarial Attacks Based on Denoising & Reconstruction With Finance Authentication System Case Study
    Wang, Juzhen
    Hu, Yiqi
    Qi, Yiren
    Peng, Ziwen
    Zhou, Changjia
    IEEE TRANSACTIONS ON COMPUTERS, 2024, 73 (02) : 314 - 326
  • [2] Large Language Model-Based Chatbots Like ChatGPT for Accessing Basic Leadership Education in Radiology
    Sedaghat, Sam
    ACADEMIC RADIOLOGY, 2024, 31 (10) : 4296 - 4297
  • [3] Large Language Model-based Test Case Generation for GP Agents
    Jorgensen, Steven
    Nadizar, Giorgia
    Pietropolli, Gloria
    Manzoni, Luca
    Medvet, Eric
    O'Reilly, Una-May
    Hemberg, Erik
    PROCEEDINGS OF THE 2024 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, GECCO 2024, 2024, : 914 - 923
  • [4] Probing into the Fairness of Large Language Models: A Case Study of ChatGPT
    Li, Yunqi
    Zhang, Lanjing
    Zhang, Yongfeng
    2024 58TH ANNUAL CONFERENCE ON INFORMATION SCIENCES AND SYSTEMS, CISS, 2024,
  • [5] Privacy preserving large language models: ChatGPT case study based vision and framework
    Ullah, Imdad
    Hassan, Najm
    Gill, Sukhpal Singh
    Suleiman, Basem
    Ahanger, Tariq Ahamed
    Shah, Zawar
    Qadir, Junaid
    Kanhere, Salil S.
    IET Blockchain, 2024, 4 (S1): : 706 - 724
  • [6] Evaluation of prompt engineering strategies for pharmacokinetic data analysis with the ChatGPT large language model
    Euibeom Shin
    Murali Ramanathan
    Journal of Pharmacokinetics and Pharmacodynamics, 2024, 51 : 101 - 108
  • [7] Evaluation of prompt engineering strategies for pharmacokinetic data analysis with the ChatGPT large language model
    Shin, Euibeom
    Ramanathan, Murali
    JOURNAL OF PHARMACOKINETICS AND PHARMACODYNAMICS, 2024, 51 (02) : 101 - 108
  • [8] Large Language Model-Based Chatbots in Higher Education
    Yigci, Defne
    Eryilmaz, Merve
    Yetisen, Ail K.
    Tasoglu, Savas
    Ozcan, Aydogan
    ADVANCED INTELLIGENT SYSTEMS, 2025, 7 (03)
  • [9] Large Language Model-Based Wireless Network Design
    Qiu, Kehai
    Bakirtzis, Stefanos
    Wassell, Ian
    Song, Hui
    Zhang, Jie
    Wang, Kezhi
    IEEE WIRELESS COMMUNICATIONS LETTERS, 2024, 13 (12) : 3340 - 3344
  • [10] Military reinforcement learning with large language model-based agents: a case of weapon selection
    Ma, Jungmok
    JOURNAL OF DEFENSE MODELING AND SIMULATION-APPLICATIONS METHODOLOGY TECHNOLOGY-JDMS, 2025,