Polynomial Time Cryptanalytic Extraction of Neural Network Models

被引：0
|
作者：
Canales-Martínez, Isaac A. [2 ]
Chávez-Saab, Jorge [2 ]
Hambitzer, Anna [2 ]
Rodríguez-Henríquez, Francisco [2 ]
Satpute, Nitin [2 ]
Shamir, Adi [1 ]
机构：
[1] Weizmann Institute, Rehovot, Israel
[2] Cryptography Research Center, Technology Innovation Institute, Abu Dhabi, United Arab Emirates
来源：
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | 2024年 / 14653 LNCS卷
关键词：
Black boxes - Differential attacks - Network extractions - Neural network extraction - Neural-networks - Polynomial number - Polynomial query and polynomial time differential attack - Polynomial-time - Query time - ReLU-based deep neural network;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
19
引用
收藏
页码：3 / 33
相关论文
共 50 条
  • [1] Polynomial Time Cryptanalytic Extraction of Neural Network Models
    Canales-Martinez, Isaac A.
    Chavez-Saab, Jorge
    Hambitzer, Anna
    Rodriguez-Henriquez, Francisco
    Satpute, Nitin
    Shamir, Adi
    ADVANCES IN CRYPTOLOGY, PT III, EUROCRYPT 2024, 2024, 14653 : 3 - 33
  • [2] Hard-Label Cryptanalytic Extraction of Neural Network Models
    Chen, Yi
    Dong, Xiaoyang
    Guo, Jian
    Shen, Yantian
    Wang, Anyu
    Wang, Xiaoyun
    ADVANCES IN CRYPTOLOGY - ASIACRYPT 2024, PT VIII, 2025, 15491 : 207 - 236
  • [3] A Protection against the Extraction of Neural Network Models
    Chabanne, Herve
    Despiegel, Vincent
    Guiga, Linda
    ICISSP: PROCEEDINGS OF THE 7TH INTERNATIONAL CONFERENCE ON INFORMATION SYSTEMS SECURITY AND PRIVACY, 2021, : 258 - 269
  • [4] The polynomial neural network
    Das, S
    INFORMATION SCIENCES, 1995, 87 (04) : 231 - 246
  • [5] Neural Fisher Discriminant Analysis: Optimal Neural Network Embeddings in Polynomial Time
    Bartan, Burak
    Pilanci, Mert
    INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 162, 2022,
  • [6] Neural network learning of polynomial formats for coupled time series
    Lopez, B.
    Dorronsoro, J.R.
    Proceedings of the International Conference on Artificial Neural Networks, 1991,
  • [7] Neural network and polynomial approximated thermal comfort models for HVAC systems
    Castilla, M.
    Alvarez, J. D.
    Ortega, M. G.
    Arahal, M. R.
    BUILDING AND ENVIRONMENT, 2013, 59 : 107 - 115
  • [8] Neural network and polynomial approximated thermal comfort models for HVAC systems
    Álvarez, J.D. (jalvarez19@us.es), 1600, Elsevier Ltd (59):
  • [9] Neural network and polynomial approximated thermal comfort models for HVAC systems
    Castilla, M.
    Álvarez, J.D.
    Ortega, M.G.
    Arahal, M.R.
    Building and Environment, 2013, 59 : 107 - 115
  • [10] Forecasting the Behavior of Gas Furnace Multivariate Time Series Using Ridge Polynomial Based Neural Network Models
    Waheeb, Waddah
    Ghazali, Rozaida
    INTERNATIONAL JOURNAL OF INTERACTIVE MULTIMEDIA AND ARTIFICIAL INTELLIGENCE, 2019, 5 (05): : 126 - 133
12345