Silvija Kokalj-Filipovic

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 27

Top Topics

Easily Interpretable

Data Generation

Radio Frequency

Top Venues

Publications

Armani Rodriguez, Yagna Kaasaragadda, Silvija Kokalj-Filipovic
Deep-Learned Compression for Radio-Frequency Signal Classification. ISIT (Workshops) (2024)
Armani Rodriguez, Yagna Kaasaragadda, Silvija Kokalj-Filipovic
Deep-Learned Compression for Radio-Frequency Signal Classification. CoRR (2024)
Mathew Williams, Silvija Kokalj-Filipovic, Armani Rodriguez
Analysis of Lossy Generative Data Compression for Robust Remote Deep Inference. WiseML@WiSec (2023)
Luke Boegner, Manbir Gulati, Garrett Vanhoy, Phillip Vallance, Bradley Comar, Silvija Kokalj-Filipovic, Craig Lennon, Robert D. Miller
Large Scale Radio Frequency Signal Classification. CoRR (2022)
Silvija Kokalj-Filipovic, Paul Toliver, William Johnson, Rob Miller
Reservoir Based Edge Training on RF Data To Deliver Intelligent and Efficient IoT Spectrum Sensors. SMARTCOMP (2021)
Morriel Kasher, Michael Zhao, Aryeh Greenberg, Devin Gulati, Silvija Kokalj-Filipovic, Predrag Spasojevic
Inaudible Manipulation of Voice-Enabled Devices Through BackDoor Using Robust Adversarial Audio Attacks: Invited Paper. WiseML@WiSec (2021)
Silvija Kokalj-Filipovic, Paul Toliver, William Johnson, Rob Miller
Reservoir Based Edge Training on RF Data To Deliver Intelligent and Efficient IoT Spectrum Sensors. CoRR (2021)
Silvija Kokalj-Filipovic, Luke Boegner, Robert D. Miller
Practical Training for RF Fingerprinting of Commercial Transmitters at the Edge. GLOBECOM (Workshops) (2021)
Silvija Kokalj-Filipovic, Paul Toliver, William Johnson, Rob Miller
Reservoir-Based Distributed Machine Learning for Edge Operation. CoRR (2021)
Silvija Kokalj-Filipovic, Paul Toliver, William Johnson, Rob Miller
Reservoir-Based Distributed Machine Learning for Edge Operation of Emitter Identification. MILCOM (2021)
Silvija Kokalj-Filipovic, Paul Toliver, William Johnson, Raymond R. Hoare II, Joseph J. Jezak
Deep Delay Loop Reservoir Computing for Specific Emitter Identification. CoRR (2020)
Silvija Kokalj-Filipovic, Morriel Kasher, Michael Zhao, Predrag Spasojevic
Detecting acoustic backdoor transmission of inaudible messages using deep learning. WiseML@WiSec (2020)
Silvija Kokalj-Filipovic, Rob Miller
Adversarial Examples in RF Deep Learning: Detection of the Attack and its Physical Robustness. CoRR (2019)
Robert D. Miller, Silvija Kokalj-Filipovic, Garrett Vanhoy, Joshua Morman
Policy Based Synthesis: Data Generation and Augmentation Methods For RF Machine Learning. GlobalSIP (2019)
Silvija Kokalj-Filipovic, Robert D. Miller, Garrett Vanhoy
Adversarial Examples in RF Deep Learning: Detection and Physical Robustness. GlobalSIP (2019)
Silvija Kokalj-Filipovic, Rob Miller, Joshua Morman
AutoEncoders for Training Compact Deep Learning RF Classifiers for Wireless Protocols. CoRR (2019)
Silvija Kokalj-Filipovic, Rob Miller, Joshua Morman
Targeted Adversarial Examples Against RF Deep Classifiers. WiseML@WiSec (2019)
Silvija Kokalj-Filipovic, Rob Miller, Nicholas Chang, Chi Leung Lau
Mitigation of Adversarial Examples in RF Deep Classifiers Utilizing AutoEncoder Pre-training. CoRR (2019)
Silvija Kokalj-Filipovic, Rob Miller, Joshua Morman
AutoEncoders for Training Compact Deep Learning RF Classifiers for Wireless Protocols. SPAWC (2019)
Silvija Kokalj-Filipovic, Rob Miller, Nicholas Chang, Chi Laung Lau
Mitigation of Adversarial Examples in RF Deep Classifiers Utilizing AutoEncoder Pre-training. ICMCIS (2019)
Silvija Kokalj-Filipovic, Maria S. Greco, H. Vincent Poor, George Stantchev, L. Xiao
Introduction to the Issue on Machine Learning for Cognition in Radio Communications and Radar. IEEE J. Sel. Top. Signal Process. 12 (1) (2018)
Silvija Kokalj-Filipovic, Predrag Spasojevic, Alex Poylisher
Non-parametric learning to infer wireless relays, routes and traffic patterns from time series of spectrum activity. ACSSC (2017)
Silvija Kokalj-Filipovic, Joel Goodman, Crystal Bertoncini Acosta, George Stantchev
I/O HSMM: Learning behavioral dynamics of a cognitive wireless network node from spectrum sensing. CISS (2016)
Silvija Kokalj-Filipovic, Crystal Bertoncini Acosta, Michael Pepe
Learning structural properties of wireless ad-hoc networks non-parametrically from spectral activity samples. GlobalSIP (2016)
Silvija Kokalj-Filipovic, Larry Greenstein
EM-based channel estimation from crowd-sourced RSSI samples corrupted by noise and interference. CISS (2015)
Silvija Kokalj-Filipovic, Larry Greenstein, Bin Cheng, Marco Gruteser
Methods for Extracting V2V Propagation Models from Imperfect RSSI Field Data. VTC Fall (2015)
Silvija Kokalj-Filipovic, Larry Greenstein
EM-Based Channel Estimation from Crowd-Sourced RSSI Samples Corrupted by Noise and Interference. CoRR (2015)
Silvija Kokalj-Filipovic, Larry Greenstein, Bin Cheng, Marco Gruteser
V2V Propagation Modeling with Imperfect RSSI Samples. CoRR (2014)
Silvija Kokalj-Filipovic, Emina Soljanin, Predrag Spasojevic
Low Complexity Doped Wireless Broadcast for Multimedia Applications. IEEE Trans. Commun. 61 (8) (2013)
Silvija Kokalj-Filipovic, Emina Soljanin
Suppressing the Cliff Effect in Video Reproduction Quality. Bell Labs Tech. J. 16 (4) (2012)
Silvija Kokalj-Filipovic, Emina Soljanin, Predrag Spasojevic
Low Complexity Differentiating Adaptive Erasure Codes for Multimedia Wireless Broadcast CoRR (2012)
Silvija Kokalj-Filipovic, Fabrice Le Fessant, Predrag Spasojevic
Trade-offs of source location protection in globally attacked sensor networks: A case analysis. SECON (2011)
Silvija Kokalj-Filipovic, Emina Soljanin, Yang Gao
Cliff effect suppression through multiple-descriptions with split personality. ISIT (2011)
Silvija Kokalj-Filipovic, Fabrice Le Fessant, Predrag Spasojevic
The quality of source location protection in globally attacked sensor networks. PerCom Workshops (2011)
Silvija Kokalj-Filipovic, Emina Soljanin, Predrag Spasojevic
Is rateless paradigm fitted for lossless compression of erasure-impaired sources? Allerton (2011)
Silvija Kokalj-Filipovic, Fabrice Le Fessant, Predrag Spasojevic
Some Important Aspects of Source Location Protection in Globally Attacked Sensor Networks CoRR (2010)
Silvija Kokalj-Filipovic, Predrag Spasojevic, Emina Soljanin
Doped Fountain Coding for Minimum Delay Data Collection in Circular Networks CoRR (2010)
Silvija Kokalj-Filipovic, Fabrice Le Fessant
Personal Social Graph as an anonymous vehicle for P2P applications: The cost of renting trusted connections. CISS (2010)
Silvija Kokalj-Filipovic, Fabrice Le Fessant, Predrag Spasojevic
Quality of Source Location Protection in Globally Attacked Sensor Networks CoRR (2010)
Silvija Kokalj-Filipovic, Predrag Spasojevic, Roy D. Yates
Can a packet walk straight through a field of randomly dying location-unaware wireless nodes? FOWANC@MobiHoc (2009)
Silvija Kokalj-Filipovic, Predrag Spasojevic, Emina Soljanin
Doped fountain coding for minimum delay data collection in circular networks. IEEE J. Sel. Areas Commun. 27 (5) (2009)
Predrag Spasojevic, Roy D. Yates, Silvija Kokalj-Filipovic
Geographic Data Propagation in Location-Unaware Wireless Sensor Networks: A Two-Dimensional Random Walk Analysis. IEEE J. Sel. Areas Commun. 27 (7) (2009)
Silvija Kokalj-Filipovic, Predrag Spasojevic, Roy D. Yates, Emina Soljanin
Decentralized fountain codes for minimum-delay data collection. CISS (2008)
Silvija Kokalj-Filipovic, Roy D. Yates, Predrag Spasojevic
Random Walk Models for Geographic Data Propagation in Wireless Sensor Networks. CISS (2007)
Silvija Kokalj-Filipovic, Predrag Spasojevic, Roy D. Yates
BeSpoken Protocol for Data Dissemination in Wireless Sensor Networks. WiOpt (2007)