
基本信息:
- 专利标题: SYSTEM AND METHOD FOR CREATING AND EXECUTING SECURED NEURAL NETWORKS
- 申请号:EP23166038.2 申请日:2023-03-31
- 公开(公告)号:EP4439397A1 公开(公告)日:2024-10-02
- 发明人: EISEN, Philip Allen , HICKIE, Thomas William , LIN, Tingting
- 申请人: Irdeto B.V.
- 申请人地址: NL 2132 LS Hoofddorp Taurus Avenue 105
- 专利权人: Irdeto B.V.
- 当前专利权人: Irdeto B.V.
- 当前专利权人地址: NL 2132 LS Hoofddorp Taurus Avenue 105
- 代理机构: Boult Wade Tennant LLP
- 主分类号: G06N3/098
- IPC分类号: G06N3/098 ; G06N3/0455
摘要:
Disclosed implementations include a method for creating a secured neural network model. A programmatically generated "transcoding" layer can be added to the input and output of an existing neural network model. The transcoding, can be produced using a deterministic algorithm and can leverage known data transforms to protect input data by obfuscating and transforming the input and output data of the model.
IPC结构图谱:
G | 物理 |
--G06 | 计算;推算;计数 |
----G06N | 基于特定计算模型的计算机系统 |
------G06N3/00 | 基于生物学模型的计算机系统 |
--------G06N3/02 | .采用神经网络模型 |
----------G06N3/04 | ..体系结构,例如,互连拓扑 |
------------G06N3/098 | ...分布式学习,例如:联邦学习 |