A novel non-profiled side channel attack based on multi-output regression neural network

A survey on multi‐output regression

Hanen Borchani, Gherardo Varando, Concha Bielza et al. · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 2015 · 649 citations · Full text

Computing, Computer Science, Data Science +8

Machine learning in side-channel analysis: a first study

Gabriel Hospodar, Benedikt Gierlichs, Elke De Mulder et al. · Journal of Cryptographic Engineering · 2011 · 298 citations · Full text

Computing, Computational Engineering, Feature Engineering +13

The Curse of Class Imbalance and Conflicting Metrics with Machine Learning for Side-channel Evaluations

Stjepan Picek, Annelie Heuser, Alan Jović et al. · IACR Transactions on Cryptographic Hardware and Embedded Systems · 2018 · 195 citations · Full text

Computing, Computer Science, Data Science +17

Performing Multi-Target Regression via a Parameter Sharing-Based Deep Network

Óscar Reyes, Sebastián Ventura · International Journal of Neural Systems · 2019 · 68 citations

Computing, Computer Science, Data Science +11

Multilabel Deep Learning-Based Side-Channel Attack

Libang Zhang, Xinpeng Xing, Junfeng Fan et al. · IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems · 2020 · 38 citations

Computing, Computer Science, Cybersecurity +16