AI Trojan Attack for Evading Machine Learning-based Detection of Hardware Trojans

被引:0
|
作者
Pan, Zhixin [1 ]
Mishra, Prabhat [1 ]
机构
[1] Department of Computer & Information Science & Engineering, University of Florida, USA
来源
IEEE Transactions on Computers | 2023年
关键词
Compendex;
D O I
暂无
中图分类号
学科分类号
摘要
Malware
引用
收藏
页码:1 / 14
相关论文
共 36 条
  • [1] Design of AI Trojans for Evading Machine Learning-based Detection of Hardware Trojans
    Pan, Zhixin
    Mishra, Prabhat
    Proceedings of the 2022 Design, Automation and Test in Europe Conference and Exhibition, DATE 2022, 2022, : 682 - 687
  • [2] 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
  • [3] AI Hardware Oriented Trojan Detection Architecture
    Takemoto, Shu
    Ikezaki, Yoshiya
    Nozaki, Yusuke
    Yoshikawa, Masaya
    ACM International Conference Proceeding Series, 2022, : 9 - 15
  • [4] A Deep Learning Approach for Hardware Trojan Detection Based on Ensemble Learning
    Yao, Yinan
    Dong, Chen
    Xie, Zhengye
    Li, Yuqing
    Guo, Xiaodong
    Yang, Yang
    Wang, Xiaoding
    ACM International Conference Proceeding Series, 2023, : 69 - 76
  • [5] Detection of Hardware Trojan Horse using Unsupervised Learning Approach
    Samyukta, K.
    Ramesh, S.R.
    2023 IEEE International Conference on Distributed Computing, VLSI, Electrical Circuits and Robotics, DISCOVER 2023, 2023, : 77 - 82
  • [6] Hardware Trojan detection and localization based on local detectors
    Bazzazi, Amin
    Manzuri Shalmani, Mohammad Taghi
    Hemmatyar, Ali Mohammad Afshin
    Turkish Journal of Electrical Engineering and Computer Sciences, 2018, 26 (03): : 1403 - 1416
  • [7] On Hardware Trojan Detection using Oracle-Guided Circuit Learning
    Datta, Rajesh Kumar
    Zhao, Guangwei
    Jain, Dipali
    Shamsi, Kaveh
    Proceedings of the ACM Great Lakes Symposium on VLSI, GLSVLSI, : 198 - 203
  • [8] Leveraging Machine Learning-Based PDF Malware Detection in Snort
    Chbib, Fadlallah
    Mustafa, Ali
    Khatoun, Rida
    International Conference on Electrical, Computer, Communications and Mechatronics Engineering, ICECCME 2024, 2024,
  • [9] Optimization Enabled Deep Learning-Based DDoS Attack Detection in Cloud Computing
    Balasubramaniam, S.
    Vijesh Joe, C.
    Sivakumar, T. A.
    Prasanth, A.
    Satheesh Kumar, K.
    Kavitha, V.
    Dhanaraj, Rajesh Kumar
    INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2023, 2023
  • [10] ADATEST: REINFORCEMENT LEARNING and ADAPTIVE SAMPLING for ON-CHIP HARDWARE TROJAN DETECTION
    Chen, Huili
    Zhang, Xinqiao
    Huang, Ke
    Koushanfar, Farinaz
    arXiv, 2022,