A hardware-Trojan classification method utilizing boundary net structures

    研究成果: Conference contribution

    4 引用 (Scopus)

    抜粋

    Recently, cybersecurity has become a serious concern for us. For example, the threats of hardware Trojans (malfunctions inserted into hardware devices) have appeared. Since hardware vendors often outsource parts of their hardware products to third-party vendors, the risk of hardware-Trojan insertion has been increased. Especially in the hardware design step, malicious vendors have a chance to insert hardware Trojans easily. In this paper, we propose a hardware-Trojan classification method utilizing boundary net structures. To begin with, we use a machine-learning-based hardware-Trojan detection method and classify the nets in a given netlist into a set of normal nets and that of Trojan nets. Based on the classification, we investigate the nets around the boundary between normal nets and Trojan nets and extract the features of the nets identified to be normal nets or Trojan nets mistakenly. Finally, using the classification results of machine-learning-based hardware-Trojan detection and the extracted features of the boundary nets, we classify the nets in a given netlist into a set of normal nets and that of Trojan nets again. The experimental results demonstrate that our method outperforms an existing machine-learning-based hardware-Trojan detection method in terms of true positive rate.

    元の言語English
    ホスト出版物のタイトル2018 IEEE International Conference on Consumer Electronics, ICCE 2018
    出版者Institute of Electrical and Electronics Engineers Inc.
    ページ1-4
    ページ数4
    2018-January
    ISBN(電子版)9781538630259
    DOI
    出版物ステータスPublished - 2018 3 26
    イベント2018 IEEE International Conference on Consumer Electronics, ICCE 2018 - Las Vegas, United States
    継続期間: 2018 1 122018 1 14

    Other

    Other2018 IEEE International Conference on Consumer Electronics, ICCE 2018
    United States
    Las Vegas
    期間18/1/1218/1/14

      フィンガープリント

    ASJC Scopus subject areas

    • Computer Networks and Communications
    • Electrical and Electronic Engineering
    • Media Technology

    これを引用

    Hasegawa, K., Yanagisawa, M., & Togawa, N. (2018). A hardware-Trojan classification method utilizing boundary net structures. : 2018 IEEE International Conference on Consumer Electronics, ICCE 2018 (巻 2018-January, pp. 1-4). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICCE.2018.8326247