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
  • [1] Design of AI Trojans for Evading Machine Learning-based Detection of Hardware Trojans
    Pan, Zhixin
    Mishra, Prabhal
    PROCEEDINGS OF THE 2022 DESIGN, AUTOMATION & TEST IN EUROPE CONFERENCE & EXHIBITION (DATE 2022), 2022, : 682 - 687
  • [2] AI Trojan Attack for Evading Machine Learning-based Detection of Hardware Trojans
    Pan, Zhixin
    Mishra, Prabhat
    IEEE Transactions on Computers, 2023, : 1 - 14
  • [3] AI Trojan Attack for Evading Machine Learning-Based Detection of Hardware Trojans
    Pan, Zhixin
    Mishra, Prabhat
    IEEE TRANSACTIONS ON COMPUTERS, 2025, 74 (03) : 860 - 874
  • [4] Hardware Trojans Detection at Register Transfer Level Based on Machine Learning
    Han, Tao
    Wang, Yuze
    Liu, Peng
    2019 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS), 2019,
  • [5] Hardware Trojans Detection through RTL Features Extraction and Machine Learning
    Yang, Jizhong
    Zhang, Ying
    Hua, Yifeng
    Yao, Jiaqi
    Mao, Zhiming
    Chen, Xin
    PROCEEDINGS OF THE 2021 ASIAN HARDWARE ORIENTED SECURITY AND TRUST SYMPOSIUM (ASIANHOST), 2021,
  • [6] Detection Technique for Hardware Trojans Using Machine Learning in Frequency Domain
    Iwase, Takato
    Nozaki, Yusuke
    Yoshikawa, Masaya
    Kumaki, Takeshi
    2015 IEEE 4TH GLOBAL CONFERENCE ON CONSUMER ELECTRONICS (GCCE), 2015, : 185 - 186
  • [7] Machine Learning-Based Classification of Hardware Trojans Using Power Side-Channel Signals
    Bhatta, Niraj Prasad
    Giri, Usha
    Amsaad, Fathi
    Midwest Symposium on Circuits and Systems, 2024, : 990 - 994
  • [8] Machine Learning-Based Classification of Hardware Trojans Using Power Side-Channel Signals
    Bhatta, Niraj Prasad
    Giri, Usha
    Amsaad, Fathi
    2024 IEEE 67TH INTERNATIONAL MIDWEST SYMPOSIUM ON CIRCUITS AND SYSTEMS, MWSCAS 2024, 2024, : 990 - 994
  • [9] A Primer on Hardware Trojans including Platform Specific Attacks and Machine Learning for Detection
    Cataloni, Gabriella, V
    Sawyer, Paul S.
    Hasan, Syed Rafay
    SOUTHEASTCON 2022, 2022, : 479 - 486
  • [10] Hardware Trojans detection based on projection pursuit
    Zhang, Peng
    Wang, Xin-Cheng
    Zhou, Qing
    Tongxin Xuebao/Journal on Communications, 2013, 34 (04): : 122 - 126
12345