Defending Adversarial Attacks on Deep Learning-Based Power Allocation in Massive MIMO Using Denoising Autoencoders.
Rajeev SahayMinjun ZhangDavid J. LoveChristopher G. BrintonPublished in: IEEE Trans. Cogn. Commun. Netw. (2023)
Keyphrases
- denoising
- deep learning
- power allocation
- mimo systems
- multiple input multiple output
- ddos attacks
- resource allocation
- transmission scheme
- image processing
- unsupervised learning
- natural images
- machine learning
- low complexity
- video transmission
- fading channels
- restricted boltzmann machine
- weakly supervised
- cognitive radio
- wireless channels
- watermarking scheme
- multiple description coding
- channel state information
- multiple input
- deep belief networks
- wavelet packet
- image compression