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Silvija Kokalj-Filipovic

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Large Scale Radio Frequency Signal Classification

Jul 20, 2022
Luke Boegner, Manbir Gulati, Garrett Vanhoy, Phillip Vallance, Bradley Comar, Silvija Kokalj-Filipovic, Craig Lennon, Robert D. Miller

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Practical Fingerprinting of RF Devices in the Wild

May 10, 2021
Silvija Kokalj-Filipovic, Luke Boegner, Robert D. Miller

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Reservoir-Based Distributed Machine Learning for Edge Operation

Apr 01, 2021
Silvija Kokalj-Filipovic, Paul Toliver, William Johnson, Rob Miller

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Deep Delay Loop Reservoir Computing for Specific Emitter Identification

Oct 13, 2020
Silvija Kokalj-Filipovic, Paul Toliver, William Johnson, Raymond R. Hoare II, Joseph J. Jezak

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AutoEncoders for Training Compact Deep Learning RF Classifiers for Wireless Protocols

Apr 13, 2019
Silvija Kokalj-Filipovic, Rob Miller, Joshua Morman

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Mitigation of Adversarial Examples in RF Deep Classifiers Utilizing AutoEncoder Pre-training

Feb 16, 2019
Silvija Kokalj-Filipovic, Rob Miller, Nicholas Chang, Chi Leung Lau

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Adversarial Examples in RF Deep Learning: Detection of the Attack and its Physical Robustness

Feb 16, 2019
Silvija Kokalj-Filipovic, Rob Miller

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EM-Based Channel Estimation from Crowd-Sourced RSSI Samples Corrupted by Noise and Interference

Apr 05, 2015
Silvija Kokalj-Filipovic, Larry Greenstein

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