Design of AI Trojans for Evading Machine Learning-based Detection of Hardware Trojans

被引：0
|
作者：
Pan, Zhixin [1 ]
Mishra, Prabhat [1 ]
机构：
[1] University of Florida, Department of Computer & Information Science & Engineering, Gainesville,FL, United States
来源：
Proceedings of the 2022 Design, Automation and Test in Europe Conference and Exhibition, DATE 2022 | 2022年
关键词：
Compendex;
D O I：
2022 Design, Automation and Test in Europe Conference and Exhibition, DATE 2022
中图分类号：
学科分类号：
摘要：
Machine learning
引用
收藏
页码：682 / 687
相关论文
共 50 条
  • [21] An AI Architecture with the Capability to Classify and Explain Hardware Trojans
    Whitten, Paul
    Wolff, Francis
    Papachristou, Chris
    IEEE NATIONAL AEROSPACE AND ELECTRONICS CONFERENCE, NAECON 2024, 2024, : 349 - 354
  • [22] Machine learning for hardware security: Classifier-based identification of Trojans in pipelined microprocessors
    Damljanovic, Aleksa
    Ruospo, Annachiara
    Sanchez, Ernesto
    Squillero, Giovanni
    APPLIED SOFT COMPUTING, 2022, 116
  • [23] An AI Architecture with the Capability to Classify and Explain Hardware Trojans
    Whitten, Paul
    Wolff, Francis
    Papachristou, Chris
    arXiv,
  • [24] CA-Based Detection of Coherence Exploiting Hardware Trojans
    Hazra, Suvadip
    Dalui, Mamata
    JOURNAL OF CIRCUITS SYSTEMS AND COMPUTERS, 2020, 29 (08)
  • [25] Logic and Reduction Operation based Hardware Trojans in Digital Design
    Das, Mayukhmali
    Dutta, Sounak
    Chatterjee, Sayan
    2022 19TH INTERNATIONAL SOC DESIGN CONFERENCE (ISOCC), 2022, : 342 - 343
  • [26] Logic and Reduction Operation based Hardware Trojans in Digital Design
    Das, Mayukhmali
    Dutta, Sounak
    Chatterjee, Sayan
    Proceedings - International SoC Design Conference 2022, ISOCC 2022, 2022, : 342 - 343
  • [27] Ensemble-Learning-based Hardware Trojans Detection Method by Detecting the Trigger Nets
    Wang, Yuze
    Han, Tao
    Han, Xiaoxia
    Liu, Peng
    2019 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS), 2019,
  • [28] An Attribute Based Classification of Hardware Trojans
    Moein, Samer
    Khan, Salman
    Gulliver, T. Aaron
    Gebali, Fayez
    El-Kharashi, M. Watheq
    2015 TENTH INTERNATIONAL CONFERENCE ON COMPUTER ENGINEERING & SYSTEMS (ICCES), 2015, : 351 - 356
  • [29] Hardware Trojans in Chips: A Survey for Detection and Prevention
    Dong, Chen
    Xu, Yi
    Liu, Ximeng
    Zhang, Fan
    He, Guorong
    Chen, Yuzhong
    SENSORS, 2020, 20 (18) : 1 - 37
  • [30] A Survey on Recent Detection Methods of the Hardware Trojans
    Naveenkumar, R.
    Sivamangai, N. M.
    Napolean, A.
    Janani, V
    ICSPC'21: 2021 3RD INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND COMMUNICATION (ICPSC), 2021, : 139 - 143
12345