SecureGPT: A Framework for Multi-Party Privacy-Preserving Transformer Inference in GPT

被引：0
|
作者：
Zeng, Chenkai [1 ]
He, Debiao [2 ,3 ]
Feng, Qi [2 ,4 ]
Yang, Xiaolin [5 ]
Luo, Qingcai [6 ]
机构：
[1] Wuhan University, Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan,430072, China
[2] Wuhan University, School of Cyber Science and Engineering, Wuhan,430072, China
[3] Qilu University of Technology, Shandong Academy of Sciences, Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center, Jinan,250000, China
[4] National Key Laboratory of Security Communication, Chengdu,610059, China
[5] Inspur Cloud Information Technology Company Ltd., Jinan,250101, China
[6] Inspur Academy of Science and Technology, Jinan,250101, China
来源：
IEEE Transactions on Information Forensics and Security | 2024年 / 19卷
关键词：
36;
D O I：
10.1109/TIFS.2024.3461408
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：9480 / 9493
相关论文
共 50 条
  • [11] MERLIN - A Tool for Multi-party Privacy-preserving Record Linkage
    Ranbaduge, Thilina
    Vatsalan, Dinusha
    Christen, Peter
    2015 IEEE INTERNATIONAL CONFERENCE ON DATA MINING WORKSHOP (ICDMW), 2015, : 1640 - 1643
  • [12] Privacy-Preserving Multi-party Aggregate Signcryption for Heterogeneous Systems
    Niu, Shufen
    Li, Zhenbin
    Wang, Caifen
    CLOUD COMPUTING AND SECURITY, PT II, 2017, 10603 : 216 - 229
  • [13] Privacy-Preserving Multi-Party Reconciliation Secure in the Malicious Model
    Neugebauer, Georg
    Brutschy, Lucas
    Meyer, Ulrike
    Wetzel, Susanne
    DATA PRIVACY MANAGEMENT AND AUTONOMOUS SPONTANEOUS SECURITY, DPM 2013, 2014, 8247 : 178 - 193
  • [14] Multi-Party Metering: An Architecture for Privacy-Preserving Profiling Schemes
    Barcellona, Cettina
    Cassara, Pietro
    Di Bella, Giuseppe
    Golic, Jovan
    Tinnirello, Ilenia
    2013 SUSTAINABLE INTERNET AND ICT FOR SUSTAINABILITY (SUSTAINIT), 2013,
  • [15] Privacy-preserving policy evaluation in multi-party access control
    Sheikhalishahi, Mina
    Stork, Ischa
    Zannone, Nicola
    JOURNAL OF COMPUTER SECURITY, 2021, 29 (06) : 613 - 650
  • [16] Privacy-Preserving Multi-Party Machine Learning for Object Detection
    Chakroun, Imen
    Vander Aa, Tom
    Wuyts, Roel
    Verarcht, Wilfried
    2021 IEEE GLOBAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND INTERNET OF THINGS (GCAIOT), 2021, : 7 - 13
  • [17] Privacy-preserving multi-party logistic regression in cloud computing
    Wang H.
    Chen T.
    Ding Y.
    Wang Y.
    Yang C.
    Computer Standards and Interfaces, 2024, 90
  • [18] PPDM-TAN: A Privacy-Preserving Multi-Party Classifier
    Skarkala, Maria Eleni
    Maragoudakis, Manolis
    Gritzalis, Stefanos
    Mitrou, Lilian
    COMPUTATION, 2021, 9 (01) : 1 - 25
  • [19] A Scalable Multi-Party Protocol for Privacy-Preserving Equality Test
    Sepehri, Maryam
    Cimato, Stelvio
    Damiani, Ernesto
    ADVANCED INFORMATION SYSTEMS ENGINEERING WORKSHOPS (CAISE), 2013, 148 : 466 - 477
  • [20] PPTIF: Privacy-Preserving Transformer Inference Framework for Language Translation
    Liu, Yanxin
    Su, Qianqian
    IEEE ACCESS, 2024, 12 : 48881 - 48897
12345