Silvija Kokalj-Filipovic

49 papers B 4Misc 6Journal 23Unranked 16

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Discrete-Space Generative AI Pipeline for Semantic Transmission of Signals. CoRR Silvija Kokalj-Filipovic, Yagna Kaasaragadda
2025	J	`jnl`	A look at adversarial attacks on radio waveforms from discrete latent space. CoRR Attanasia Garuso, Silvija Kokalj-Filipovic, Yagna Kaasaragadda
2025	J	`jnl`	ReFormer: Generating Radio Fakes for Data Augmentation. CoRR Yagna Kaasaragadda, Silvija Kokalj-Filipovic
2024	—	`conf`	Deep-Learned Compression for Radio-Frequency Signal Classification. ISIT (Workshops) Armani Rodriguez, Yagna Kaasaragadda, Silvija Kokalj-Filipovic
2024	J	`jnl`	Deep-Learned Compression for Radio-Frequency Signal Classification. CoRR Armani Rodriguez, Yagna Kaasaragadda, Silvija Kokalj-Filipovic
2024	J	`jnl`	VQalAttent: a Transparent Speech Generation Pipeline based on Transformer-learned VQ-VAE Latent Space. CoRR Armani Rodriguez, Silvija Kokalj-Filipovic
2023	—	`conf`	Analysis of Lossy Generative Data Compression for Robust Remote Deep Inference. WiseML@WiSec Mathew Williams, Silvija Kokalj-Filipovic, Armani Rodriguez
2022	J	`jnl`	Large Scale Radio Frequency Signal Classification. CoRR Luke Boegner, Manbir Gulati, Garrett Vanhoy, Phillip Vallance, Bradley Comar, Silvija Kokalj-Filipovic, Craig Lennon, Robert D. Miller
2021	—	`conf`	Inaudible Manipulation of Voice-Enabled Devices Through BackDoor Using Robust Adversarial Audio Attacks: Invited Paper. WiseML@WiSec Morriel Kasher, Michael Zhao, Aryeh Greenberg, Devin Gulati, Silvija Kokalj-Filipovic, Predrag Spasojevic
2021	—	`conf`	Practical Training for RF Fingerprinting of Commercial Transmitters at the Edge. GLOBECOM (Workshops) Silvija Kokalj-Filipovic, Luke Boegner, Robert D. Miller
2021	B	`conf`	Reservoir Based Edge Training on RF Data To Deliver Intelligent and Efficient IoT Spectrum Sensors. SMARTCOMP Silvija Kokalj-Filipovic, Paul Toliver, William Johnson, Rob Miller
2021	J	`jnl`	Reservoir Based Edge Training on RF Data To Deliver Intelligent and Efficient IoT Spectrum Sensors. CoRR Silvija Kokalj-Filipovic, Paul Toliver, William Johnson, Rob Miller
2021	—	`conf`	Reservoir-Based Distributed Machine Learning for Edge Operation of Emitter Identification. MILCOM Silvija Kokalj-Filipovic, Paul Toliver, William Johnson, Rob Miller
2021	J	`jnl`	Reservoir-Based Distributed Machine Learning for Edge Operation. CoRR Silvija Kokalj-Filipovic, Paul Toliver, William Johnson, Rob Miller
2020	J	`jnl`	Deep Delay Loop Reservoir Computing for Specific Emitter Identification. CoRR Silvija Kokalj-Filipovic, Paul Toliver, William Johnson, Raymond R. Hoare II, Joseph J. Jezak
2020	—	`conf`	Detecting acoustic backdoor transmission of inaudible messages using deep learning. WiseML@WiSec Silvija Kokalj-Filipovic, Morriel Kasher, Michael Zhao, Predrag Spasojevic
2019	—	`conf`	Adversarial Examples in RF Deep Learning: Detection and Physical Robustness. GlobalSIP Silvija Kokalj-Filipovic, Robert D. Miller, Garrett Vanhoy
2019	J	`jnl`	Adversarial Examples in RF Deep Learning: Detection of the Attack and its Physical Robustness. CoRR Silvija Kokalj-Filipovic, Rob Miller
2019	—	`conf`	AutoEncoders for Training Compact Deep Learning RF Classifiers for Wireless Protocols. SPAWC Silvija Kokalj-Filipovic, Rob Miller, Joshua Morman
2019	J	`jnl`	AutoEncoders for Training Compact Deep Learning RF Classifiers for Wireless Protocols. CoRR Silvija Kokalj-Filipovic, Rob Miller, Joshua Morman
2019	—	`conf`	Mitigation of Adversarial Examples in RF Deep Classifiers Utilizing AutoEncoder Pre-training. ICMCIS Silvija Kokalj-Filipovic, Rob Miller, Nicholas Chang, Chi Laung Lau
2019	J	`jnl`	Mitigation of Adversarial Examples in RF Deep Classifiers Utilizing AutoEncoder Pre-training. CoRR Silvija Kokalj-Filipovic, Rob Miller, Nicholas Chang, Chi Leung Lau
2019	—	`conf`	Policy Based Synthesis: Data Generation and Augmentation Methods For RF Machine Learning. GlobalSIP Robert D. Miller, Silvija Kokalj-Filipovic, Garrett Vanhoy, Joshua Morman
2019	—	`conf`	Targeted Adversarial Examples Against RF Deep Classifiers. WiseML@WiSec Silvija Kokalj-Filipovic, Rob Miller, Joshua Morman
2018	J	`jnl`	Introduction to the Issue on Machine Learning for Cognition in Radio Communications and Radar. IEEE J. Sel. Top. Signal Process. Silvija Kokalj-Filipovic, Maria S. Greco, H. Vincent Poor, George Stantchev, L. Xiao
2017	Misc	`conf`	Non-parametric learning to infer wireless relays, routes and traffic patterns from time series of spectrum activity. ACSSC Silvija Kokalj-Filipovic, Predrag Spasojevic, Alex Poylisher
2016	Misc	`conf`	I/O HSMM: Learning behavioral dynamics of a cognitive wireless network node from spectrum sensing. CISS Silvija Kokalj-Filipovic, Joel Goodman, Crystal Bertoncini Acosta, George Stantchev
2016	—	`conf`	Learning structural properties of wireless ad-hoc networks non-parametrically from spectral activity samples. GlobalSIP Silvija Kokalj-Filipovic, Crystal Bertoncini Acosta, Michael Pepe
2015	J	`jnl`	EM-Based Channel Estimation from Crowd-Sourced RSSI Samples Corrupted by Noise and Interference. CoRR Silvija Kokalj-Filipovic, Larry Greenstein
2015	Misc	`conf`	EM-based channel estimation from crowd-sourced RSSI samples corrupted by noise and interference. CISS Silvija Kokalj-Filipovic, Larry Greenstein
2015	—	`conf`	Methods for Extracting V2V Propagation Models from Imperfect RSSI Field Data. VTC Fall Silvija Kokalj-Filipovic, Larry Greenstein, Bin Cheng, Marco Gruteser
2014	J	`jnl`	V2V Propagation Modeling with Imperfect RSSI Samples. CoRR Silvija Kokalj-Filipovic, Larry Greenstein, Bin Cheng, Marco Gruteser
2013	J	`jnl`	Low Complexity Doped Wireless Broadcast for Multimedia Applications. IEEE Trans. Commun. Silvija Kokalj-Filipovic, Emina Soljanin, Predrag Spasojevic
2012	J	`jnl`	Low Complexity Differentiating Adaptive Erasure Codes for Multimedia Wireless Broadcast CoRR Silvija Kokalj-Filipovic, Emina Soljanin, Predrag Spasojevic
2012	J	`jnl`	Suppressing the Cliff Effect in Video Reproduction Quality. Bell Labs Tech. J. Silvija Kokalj-Filipovic, Emina Soljanin
2011	B	`conf`	Cliff effect suppression through multiple-descriptions with split personality. ISIT Silvija Kokalj-Filipovic, Emina Soljanin, Yang Gao
2011	—	`conf`	Is rateless paradigm fitted for lossless compression of erasure-impaired sources? Allerton Silvija Kokalj-Filipovic, Emina Soljanin, Predrag Spasojevic
2011	—	`conf`	The quality of source location protection in globally attacked sensor networks. PerCom Workshops Silvija Kokalj-Filipovic, Fabrice Le Fessant, Predrag Spasojevic
2011	B	`conf`	Trade-offs of source location protection in globally attacked sensor networks: A case analysis. SECON Silvija Kokalj-Filipovic, Fabrice Le Fessant, Predrag Spasojevic
2010	J	`jnl`	Doped Fountain Coding for Minimum Delay Data Collection in Circular Networks CoRR Silvija Kokalj-Filipovic, Predrag Spasojevic, Emina Soljanin
2010	Misc	`conf`	Personal Social Graph as an anonymous vehicle for P2P applications: The cost of renting trusted connections. CISS Silvija Kokalj-Filipovic, Fabrice Le Fessant
2010	J	`jnl`	Quality of Source Location Protection in Globally Attacked Sensor Networks CoRR Silvija Kokalj-Filipovic, Fabrice Le Fessant, Predrag Spasojevic
2010	J	`jnl`	Some Important Aspects of Source Location Protection in Globally Attacked Sensor Networks CoRR Silvija Kokalj-Filipovic, Fabrice Le Fessant, Predrag Spasojevic
2009	—	`conf`	Can a packet walk straight through a field of randomly dying location-unaware wireless nodes? FOWANC@MobiHoc Silvija Kokalj-Filipovic, Predrag Spasojevic, Roy D. Yates
2009	J	`jnl`	Doped fountain coding for minimum delay data collection in circular networks. IEEE J. Sel. Areas Commun. Silvija Kokalj-Filipovic, Predrag Spasojevic, Emina Soljanin
2009	J	`jnl`	Geographic Data Propagation in Location-Unaware Wireless Sensor Networks: A Two-Dimensional Random Walk Analysis. IEEE J. Sel. Areas Commun. Predrag Spasojevic, Roy D. Yates, Silvija Kokalj-Filipovic
2008	Misc	`conf`	Decentralized fountain codes for minimum-delay data collection. CISS Silvija Kokalj-Filipovic, Predrag Spasojevic, Roy D. Yates, Emina Soljanin
2007	B	`conf`	BeSpoken Protocol for Data Dissemination in Wireless Sensor Networks. WiOpt Silvija Kokalj-Filipovic, Predrag Spasojevic, Roy D. Yates
2007	Misc	`conf`	Random Walk Models for Geographic Data Propagation in Wireless Sensor Networks. CISS Silvija Kokalj-Filipovic, Roy D. Yates, Predrag Spasojevic