Search Results for author: Yalin Sagduyu

Found 2 papers, 0 papers with code

IoTGAN: GAN Powered Camouflage Against Machine Learning Based IoT Device Identification

no code implementations10 Jan 2022 Tao Hou, Tao Wang, Zhuo Lu, Yao Liu, Yalin Sagduyu

In this research, we propose a novel attack strategy named IoTGAN to manipulate an IoT device's traffic such that it can evade machine learning based IoT device identification.

BIG-bench Machine Learning

Robust Improvement of the Age of Information by Adaptive Packet Coding

no code implementations9 Dec 2020 Maice Costa, Yalin Sagduyu, Tugba Erpek, Muriel Médard

We consider a wireless communication network with an adaptive scheme to select the number of packets to be admitted and encoded for each transmission, and characterize the information timeliness.

Information Theory Information Theory H.1.1, E.4

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