GDL-CPA datasets

Citation Author(s):
Yupeng
Zhang
South China Normal University
Di
Li
South China Normal University
Shunzhi
Yang
Shenzhen Polytechnic University
Yufeng
Tang
South China Normal University
Ming
Duan
Information Engineering University
Zheng
Gong
South China Normal University
Submitted by:
Yupeng Zhang
Last updated:
Mon, 11/04/2024 - 14:34
DOI:
10.21227/paqm-k011
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Abstract 

The models and results for the paper "GDL-CPA: Cross-Device Profiling Side-channel Analysis with Global Domain-Adversarial Learning".

This dataset include the trained models for cross-device profiling side-channel analysis. Using these models, we can reproduct the results. 

The results also give up the detailed obtained from models.

The pictures of paper can be found here.

The related dataset is obtained by : CDPA-SCA/Cross-Device-Profiled-Attack (github.com)

Instructions: 

"./models/": The models for different cross-device profiling SCA methods on various datasets.

"./results/": The results for different cross-device profiling SCA methods on various datasets.

"./pictures/": The plots for different cross-device profiling SCA methods on various datasets.

"./datasets/": The datasets are obtained from CDPA-SCA/Cross-Device-Profiled-Attack (github.com)

Funding Agency: 
National Natural Science Foundation of China, Guangdong Basic and Applied Basic Research Foundation, Shenzhen Science and Technology Program
Grant Number: 
62072192, U2336209, 2022A1515140090, 20231126112732001

Documentation

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