Federated learning in side-channel analysis

DOI10.1007/978-3-030-68890-5_14OpenAlexW3080202734MaRDI QIDQ831663

Elena Dubrova, Huan-Yu Wang

Publication date: 24 March 2022

Full work available at URL: https://doi.org/10.1007/978-3-030-68890-5_14

zbMATH Keywords

AESside-channel attackpower analysisfederated learning

Mathematics Subject Classification ID

Cryptography (94A60) Data encryption (aspects in computer science) (68P25)

Uses Software

• Chipwhisperer
• ASCAD

Cites Work

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• Bagging predictors
• The design of Rijndael. The Advanced Encryption Standard (AES)
• Breaking cryptographic implementations using deep learning techniques
• ChipWhisperer: An Open-Source Platform for Hardware Embedded Security Research
• Timing Attacks on Implementations of Diffie-Hellman, RSA, DSS, and Other Systems
• Convolutional Neural Networks with Data Augmentation Against Jitter-Based Countermeasures
• Cryptographic Hardware and Embedded Systems - CHES 2004
• A Stochastic Approximation Method

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