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  • A Tale of Two Boards: On the Influence of Microarchitecture on Side-Channel Leakage

    Arora, V., Buhan, I., Perin, G. & Picek, S., 2022, Smart Card Research and Advanced Applications - 20th International Conference, CARDIS 2021, Revised Selected Papers. Grosso, V. & Pöppelmann, T. (eds.). Springer, Vol. 13173. p. 80-96 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13173 LNCS).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  • Deep Learning-Based Side-Channel Analysis Against AES Inner Rounds

    Swaminathan, S., Chmielewski, Ł., Perin, G. & Picek, S., 2022, Applied Cryptography and Network Security Workshops - ACNS 2022 Satellite Workshops, AIBlock, AIHWS, AIoTS, CIMSS, Cloud S and P, SCI, SecMT, SiMLA, Proceedings. Zhou, J., Chattopadhyay, S., Adepu, S., Alcaraz, C., Batina, L., Casalicchio, E., Jin, C., Lin, J., Losiouk, E., Majumdar, S., Meng, W., Picek, S., Zhauniarovich, Y., Shao, J., Su, C., Wang, C. & Zonouz, S. (eds.). Cham: Springer, p. 165-182 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13285 ).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  • Exploring Feature Selection Scenarios for Deep Learning-based Side-channel Analysis

    Perin, G., Wu, L. & Picek, S., 2022, In: IACR Transactions on Cryptographic Hardware and Embedded Systems. 2022, 4, p. 828-861 34 p.

    Research output: Contribution to journalArticleScientificpeer-review

    Open Access
    File
    1 Citation (Scopus)
    5 Downloads (Pure)
  • Focus is Key to Success: A Focal Loss Function for Deep Learning-Based Side-Channel Analysis

    Kerkhof, M., Wu, L., Perin, G. & Picek, S., 2022, Constructive Side-Channel Analysis and Secure Design - 13th International Workshop, COSADE 2022, Proceedings. Balasch, J. & O’Flynn, C. (eds.). Springer, Vol. 13211. p. 29-48 20 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13211 LNCS).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

    Open Access
    File
    1 Citation (Scopus)
    5 Downloads (Pure)
  • Gambling for Success: The Lottery Ticket Hypothesis in Deep Learning-Based Side-Channel Analysis

    Perin, G., Wu, L. & Picek, S., 2022, Advances in Information Security. Stamp, M. (ed.). Springer Nature, p. 217-241 25 p. (Advances in Information Security; vol. 54).

    Research output: Chapter in Book/Conference proceedings/Edited volumeChapterScientific

    Open Access
    File
    3 Downloads (Pure)