Adversarial attack on DL-based massive MIMO CSI feedback

With the increasing application of deep learning (DL) algorithms in wireless communications, the physical layer faces new challenges caused by adversarial attack. Such attack has significantly affected the neural network in computer vision. We choose DL-based channel state information (CSI) to show...

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Bibliographic Details
Published in:Journal of communications and networks 2020, 22(3), , pp.230-235
Main Authors: Liu, Qing, Guo, Jiajia, Wen, Chao-Kai, Jin, Shi
Format: Article
Language:English
Subjects:
Accident prevention
Adversarial attack
Algorithms
Communications systems
Computer simulation
Computer vision
CSI feedback
Decoding
deep learning
Downlink
Feedback
Jamming
Machine learning
MIMO communication
Neural networks
Perturbation methods
Physical layer
State (computer science)
Wireless communication
Wireless communications
wireless security
전자/정보통신공학
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