16 citations · 31 across the 5 of their papers we have counts for
3 papers · 1 filter
A hybrid model-based and learning-based approach for classification using limited number of training samples
Alireza Nooraiepour, Waheed U. Bajwa, Narayan B. Mandayam
The fundamental task of classification given a limited number of training data samples is considered for physical systems with known parametric statistical models. The standalone l…
Learning End-to-End Codes for the BPSK-constrained Gaussian Wiretap Channel
Alireza Nooraiepour, Sina Rezaei Aghdam
Finite-length codes are learned for the Gaussian wiretap channel in an end-to-end manner assuming that the communication parties are equipped with deep neural networks (DNNs), and…
Learning-Aided Physical Layer Attacks Against Multicarrier Communications in IoT
Alireza Nooraiepour, Waheed U. Bajwa, Narayan B. Mandayam
Internet-of-Things (IoT) devices that are limited in power and processing are susceptible to physical layer (PHY) spoofing (signal exploitation) attacks owing to their inability to…