Novel Hardware Trojan Attack on Activation Parameters of FPGA-Based DNN Accelerators
Author:
Affiliation:
1. Department of Computer Science and Engineering, Indian Institute of Technology Kharagpur, Kharagpur, India
Funder
Prime Minister’s Research Fellowship awarded by Govt. of India
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
General Computer Science,Control and Systems Engineering
Link
http://xplorestaging.ieee.org/ielx7/4563995/9869752/09734742.pdf?arnumber=9734742
Reference20 articles.
1. Hu-Fu: Hardware and Software Collaborative Attack Framework Against Neural Networks
2. Memory Trojan Attack on Neural Network Accelerators
3. Vulnerability Analysis on Noise-Injection Based Hardware Attack on Deep Neural Networks
4. Hardware Trojan in FPGA CNN Accelerator
5. SkyNet: A hardware-efficient method for object detection and tracking on embedded systems;zhang;Proc Conf Mach Learn Syst (MLSys),2020
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