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Topic: Cryptographic Implementations and Security ×

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Papers matching “hyperparameter optimization” in Cryptographic Implementations and Security 5

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Autoencoder-enabled model portability for reducing hyperparameter tuning efforts in side-channel analysis
2023 Journal of Cryptographic Engineering article Computer Science Cryptographic Implementations and Security Open access

Marina Krček, Guilherme Perin

5

citations
Autoencoder-enabled Model Portability for Reducing Hyperparameter Tuning Efforts in Side-channel Analysis
2023 Research Square preprint Computer Science Cryptographic Implementations and Security Open access

Marina Krček, Guilherme Perin

1

citations
The Need for Speed: A Fast Guessing Entropy Calculation for Deep Learning-Based SCA
2023 Algorithms article Computer Science Cryptographic Implementations and Security Open access

Guilherme Perin, Lichao Wu, Stjepan Picek

6

citations
Resolving the Doubts: On the Construction and Use of ResNets for Side-Channel Analysis
2023 Mathematics article Computer Science Cryptographic Implementations and Security Open access

Sengim Karayalçın, Guilherme Perin, Stjepan Picek

10

citations
One for All, All for Ascon: Ensemble-Based Deep Learning Side-Channel Analysis
2024 Lecture notes in computer science conference-paper Computer Science Cryptographic Implementations and Security Open access

Azade Rezaeezade, Abraham Basurto-Becerra, Léo Weissbart, Guilherme Perin

17

citations

5 results