Feasibility and Prospect of Privacy-preserving Large Language Models in Radiology

被引:6
|
作者
Cai, Wenli [1 ,2 ]
机构
[1] Massachusetts Gen Hosp, Dept Radiol, 399 Revolut Dr,13W44, Somerville, MA 02145 USA
[2] Harvard Med Sch, 399 Revolut Dr,13W44, Somerville, MA 02145 USA
基金
美国国家卫生研究院;
关键词
D O I
10.1148/radiol.232335
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
引用
收藏
页数:2
相关论文
共 50 条
  • [21] Privacy-preserving distributed clustering using generative models
    Merugu, S
    Ghosh, J
    THIRD IEEE INTERNATIONAL CONFERENCE ON DATA MINING, PROCEEDINGS, 2003, : 211 - 218
  • [22] Monitoring Large Crowds With WiFi: A Privacy-Preserving Approach
    Determe, Jean-Francois
    Azzagnuni, Sophia
    Singh, Utkarsh
    Horlin, Francois
    De Doncker, Philippe
    IEEE SYSTEMS JOURNAL, 2022, 16 (02): : 2148 - 2159
  • [23] Formal anonymity models for efficient privacy-preserving joins
    Kantarcioglu, Murat
    Inan, Ali
    Jiang, Wei
    Malin, Bradley
    DATA & KNOWLEDGE ENGINEERING, 2009, 68 (11) : 1206 - 1223
  • [24] Towards Fair and Privacy-Preserving Federated Deep Models
    Lyu, Lingjuan
    Yu, Jiangshan
    Nandakumar, Karthik
    Li, Yitong
    Ma, Xingjun
    Jin, Jiong
    Yu, Han
    Ng, Kee Siong
    IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2020, 31 (11) : 2524 - 2541
  • [25] PPEM: Privacy-preserving EM learning for mixture models
    Lee, Sharon X.
    Leemaqz, Kaleb L.
    McLachlan, Geoffrey J.
    CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2019, 31 (24):
  • [26] Privacy-preserving boosting
    Sébastien Gambs
    Balázs Kégl
    Esma Aïmeur
    Data Mining and Knowledge Discovery, 2007, 14 : 131 - 170
  • [27] Privacy-preserving boosting
    Gambs, Sebastien
    Kegl, Balazs
    Aimeur, Esma
    DATA MINING AND KNOWLEDGE DISCOVERY, 2007, 14 (01) : 131 - 170
  • [28] Federated learning for privacy-preserving depression detection with multilingual language models in social media posts
    Khalil, Samar Samir
    Tawfik, Noha S.
    Spruit, Marco
    PATTERNS, 2024, 5 (07):
  • [29] Privacy-Preserving Dijkstra
    Ostrovsky, Benjamin
    ADVANCES IN CRYPTOLOGY - CRYPTO 2024, PT IX, 2024, 14928 : 74 - 110
  • [30] Privacy-Preserving Signals
    Strack, Philipp
    Yang, Kai Hao
    ECONOMETRICA, 2024, 92 (06) : 1907 - 1938