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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:
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