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  • Villegas, Felipe Ignacio Leon; Cordero, Claudio Valencia

    2021 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies (CHILECON), 2021-Dec.-6
    Conference Proceeding

    This paper presents experimental evaluation on various Machine Learning (ML) models used for Simple Power Attacks (SPA) on a device which uses an Elliptic Curve Cryptography (ECC). The device used in this investigation is an Atmega 328 U which has an 8-bit architecture. The paper provides a comparison between the detection of the secret key using ML algorithms. Based on the results obtained in the research, certain recommendations are made.