A deep learning-oriented secure script container execution method and device
By loading and validating model scripts in a secure script container for deep learning models and recording data access logs, the security and trustworthiness issues of deep learning models are resolved, and the reliability and traceability of models are achieved.
CN115080185BActive Publication Date: 2026-07-21SHANGHAI JIANJIAO TECH SERVICE CO LTD
View PDF 2 Cites 0 Cited by
Patent Information
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- SHANGHAI JIANJIAO TECH SERVICE CO LTD
- Filing Date
- 2022-06-17
- Publication Date
- 2026-07-21
Smart Images
Figure CN115080185B_ABST
Abstract
The application relates to a deep learning-oriented secure script container execution method and device, wherein the method comprises the following steps: loading a deep learning model script in a secure script container; training a deep learning model in the deep learning model script, saving training related data after the training is completed, and processing the training related data as traceable data; verifying the trained deep learning model, and generating a model evaluation result based on a verification evaluation index. The application can provide effective and reliable security guarantee for the finally trained deep learning model.
Need to check novelty before this filing date? Find Prior Art