4 papers
Forward-Forward Autoencoder Architectures for Energy-Efficient Wireless Communications
Daniel Seifert, Onur Günlü, Rafael F. Schaefer
The application of deep learning to the area of communications systems has been a growing field of interest in recent years. Forward-forward (FF) learning is an efficient alternati…
Modular Neural Wiretap Codes for Fading Channels
Daniel Seifert, Onur Günlü, Rafael F. Schaefer
The wiretap channel is a well-studied problem in the physical layer security literature. Although it is proven that the decoding error probability and information leakage can be ma…
Secure Integrated Sensing and Communication Under Correlated Rayleigh Fading
Martin Mittelbach, Rafael F. Schaefer, Matthieu Bloch +2
We consider a secure integrated sensing and communication (ISAC) scenario, in which a signal is transmitted through a state-dependent wiretap channel with one legitimate receiver w…
Generalized Rainbow Differential Privacy
Yuzhou Gu, Ziqi Zhou, Onur Günlü +4
We study a new framework for designing differentially private (DP) mechanisms via randomized graph colorings, called rainbow differential privacy. In this framework, datasets are n…