Side Channel Analysis
4 papers with code • 0 benchmarks • 0 datasets
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Most implemented papers
Private Image Reconstruction from System Side Channels Using Generative Models
Given the ever-growing adoption of machine learning as a service (MLaaS), image analysis software on cloud platforms has been exploited by reconstructing private user images from system side channels.
Deep learning for side-channel analysis and introduction to ASCAD database
ANSSI-FR/ASCAD
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Journal of Cryptographic Engineering 2019
First, completing recent works, we propose a study of deep learning algorithms when applied in the context of side-channel analysis and we discuss the links with the classical template attacks.
Automated Side Channel Analysis of Media Software with Manifold Learning
yuanyuan-yuan/manifold-sca
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Recent advances in representation learning and perceptual learning inspired us to consider the reconstruction of media inputs from side channel traces as a cross-modality manifold learning task that can be addressed in a unified manner with an autoencoder framework trained to learn the mapping between media inputs and side channel observations.
Side-channel analysis against ANSSI’s protected AES implementation on ARM: end-to-end attacks with multi-task learning
ANSSI-FR/ASCAD
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Journal of Cryptographic Engineering 2023
In 2019, ANSSI released a protected software implementation of AES running on an STM32 platform with ARM Cortex-M architecture, publicly available on Github.
