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Silvija Kokalj-Filipovic
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2020 – today
- 2024
- [c26]Armani Rodriguez, Yagna Kaasaragadda, Silvija Kokalj-Filipovic:
Deep-Learned Compression for Radio-Frequency Signal Classification. ISIT (Workshops) 2024: 1-6 - [i15]Armani Rodriguez, Yagna Kaasaragadda, Silvija Kokalj-Filipovic:
Deep-Learned Compression for Radio-Frequency Signal Classification. CoRR abs/2403.03150 (2024) - [i14]Armani Rodriguez, Silvija Kokalj-Filipovic:
VQalAttent: a Transparent Speech Generation Pipeline based on Transformer-learned VQ-VAE Latent Space. CoRR abs/2411.14642 (2024) - 2023
- [c25]Mathew Williams, Silvija Kokalj-Filipovic, Armani Rodriguez:
Analysis of Lossy Generative Data Compression for Robust Remote Deep Inference. WiseML@WiSec 2023: 33-38 - 2022
- [i13]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 abs/2207.09918 (2022) - 2021
- [c24]Silvija Kokalj-Filipovic, Luke Boegner, Robert D. Miller:
Practical Training for RF Fingerprinting of Commercial Transmitters at the Edge. GLOBECOM (Workshops) 2021: 1-6 - [c23]Silvija Kokalj-Filipovic, Paul Toliver, William Johnson, Rob Miller:
Reservoir-Based Distributed Machine Learning for Edge Operation of Emitter Identification. MILCOM 2021: 96-101 - [c22]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: 17-24 - [c21]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: 37-42 - [i12]Silvija Kokalj-Filipovic, Paul Toliver, William Johnson, Rob Miller:
Reservoir-Based Distributed Machine Learning for Edge Operation. CoRR abs/2104.00751 (2021) - [i11]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 abs/2106.16087 (2021) - 2020
- [c20]Silvija Kokalj-Filipovic, Morriel Kasher, Michael Zhao, Predrag Spasojevic:
Detecting acoustic backdoor transmission of inaudible messages using deep learning. WiseML@WiSec 2020: 80-85 - [i10]Silvija Kokalj-Filipovic, Paul Toliver, William Johnson, Raymond R. Hoare II, Joseph J. Jezak:
Deep Delay Loop Reservoir Computing for Specific Emitter Identification. CoRR abs/2010.06649 (2020)
2010 – 2019
- 2019
- [c19]Silvija Kokalj-Filipovic, Robert D. Miller, Garrett Vanhoy:
Adversarial Examples in RF Deep Learning: Detection and Physical Robustness. GlobalSIP 2019: 1-5 - [c18]Robert D. Miller, Silvija Kokalj-Filipovic, Garrett Vanhoy, Joshua Morman:
Policy Based Synthesis: Data Generation and Augmentation Methods For RF Machine Learning. GlobalSIP 2019: 1-5 - [c17]Silvija Kokalj-Filipovic, Rob Miller, Nicholas Chang, Chi Laung Lau:
Mitigation of Adversarial Examples in RF Deep Classifiers Utilizing AutoEncoder Pre-training. ICMCIS 2019: 1-6 - [c16]Silvija Kokalj-Filipovic, Rob Miller, Joshua Morman:
AutoEncoders for Training Compact Deep Learning RF Classifiers for Wireless Protocols. SPAWC 2019: 1-5 - [c15]Silvija Kokalj-Filipovic, Rob Miller, Joshua Morman:
Targeted Adversarial Examples Against RF Deep Classifiers. WiseML@WiSec 2019: 6-11 - [i9]Silvija Kokalj-Filipovic, Rob Miller:
Adversarial Examples in RF Deep Learning: Detection of the Attack and its Physical Robustness. CoRR abs/1902.06044 (2019) - [i8]Silvija Kokalj-Filipovic, Rob Miller, Nicholas Chang, Chi Leung Lau:
Mitigation of Adversarial Examples in RF Deep Classifiers Utilizing AutoEncoder Pre-training. CoRR abs/1902.08034 (2019) - [i7]Silvija Kokalj-Filipovic, Rob Miller, Joshua Morman:
AutoEncoders for Training Compact Deep Learning RF Classifiers for Wireless Protocols. CoRR abs/1904.11874 (2019) - 2018
- [j5]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): 3-5 (2018) - 2017
- [c14]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: 920-927 - 2016
- [c13]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: 472-477 - [c12]Silvija Kokalj-Filipovic, Crystal Bertoncini Acosta, Michael Pepe:
Learning structural properties of wireless ad-hoc networks non-parametrically from spectral activity samples. GlobalSIP 2016: 1092-1097 - 2015
- [c11]Silvija Kokalj-Filipovic, Larry Greenstein:
EM-based channel estimation from crowd-sourced RSSI samples corrupted by noise and interference. CISS 2015: 1-6 - [c10]Silvija Kokalj-Filipovic, Larry Greenstein, Bin Cheng, Marco Gruteser:
Methods for Extracting V2V Propagation Models from Imperfect RSSI Field Data. VTC Fall 2015: 1-5 - [i6]Silvija Kokalj-Filipovic, Larry Greenstein:
EM-Based Channel Estimation from Crowd-Sourced RSSI Samples Corrupted by Noise and Interference. CoRR abs/1504.01072 (2015) - 2014
- [i5]Silvija Kokalj-Filipovic, Larry Greenstein, Bin Cheng, Marco Gruteser:
V2V Propagation Modeling with Imperfect RSSI Samples. CoRR abs/1409.1846 (2014) - 2013
- [j4]Silvija Kokalj-Filipovic, Emina Soljanin, Predrag Spasojevic:
Low Complexity Doped Wireless Broadcast for Multimedia Applications. IEEE Trans. Commun. 61(8): 3462-3471 (2013) - 2012
- [j3]Silvija Kokalj-Filipovic, Emina Soljanin:
Suppressing the Cliff Effect in Video Reproduction Quality. Bell Labs Tech. J. 16(4): 171-185 (2012) - [i4]Silvija Kokalj-Filipovic, Emina Soljanin, Predrag Spasojevic:
Low Complexity Differentiating Adaptive Erasure Codes for Multimedia Wireless Broadcast. CoRR abs/1209.4066 (2012) - 2011
- [c9]Silvija Kokalj-Filipovic, Emina Soljanin, Predrag Spasojevic:
Is rateless paradigm fitted for lossless compression of erasure-impaired sources? Allerton 2011: 18-25 - [c8]Silvija Kokalj-Filipovic, Emina Soljanin, Yang Gao:
Cliff effect suppression through multiple-descriptions with split personality. ISIT 2011: 948-952 - [c7]Silvija Kokalj-Filipovic, Fabrice Le Fessant, Predrag Spasojevic:
The quality of source location protection in globally attacked sensor networks. PerCom Workshops 2011: 44-49 - [c6]Silvija Kokalj-Filipovic, Fabrice Le Fessant, Predrag Spasojevic:
Trade-offs of source location protection in globally attacked sensor networks: A case analysis. SECON 2011: 323-331 - 2010
- [c5]Silvija Kokalj-Filipovic, Fabrice Le Fessant:
Personal Social Graph as an anonymous vehicle for P2P applications: The cost of renting trusted connections. CISS 2010: 1-6 - [i3]Silvija Kokalj-Filipovic, Predrag Spasojevic, Emina Soljanin:
Doped Fountain Coding for Minimum Delay Data Collection in Circular Networks. CoRR abs/1001.3765 (2010) - [i2]Silvija Kokalj-Filipovic, Fabrice Le Fessant, Predrag Spasojevic:
Some Important Aspects of Source Location Protection in Globally Attacked Sensor Networks. CoRR abs/1012.0378 (2010) - [i1]Silvija Kokalj-Filipovic, Fabrice Le Fessant, Predrag Spasojevic:
Quality of Source Location Protection in Globally Attacked Sensor Networks. CoRR abs/1012.0379 (2010)
2000 – 2009
- 2009
- [j2]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): 673-684 (2009) - [j1]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): 1158-1168 (2009) - [c4]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: 57-66 - 2008
- [c3]Silvija Kokalj-Filipovic, Predrag Spasojevic, Roy D. Yates, Emina Soljanin:
Decentralized fountain codes for minimum-delay data collection. CISS 2008: 545-550 - 2007
- [c2]Silvija Kokalj-Filipovic, Roy D. Yates, Predrag Spasojevic:
Random Walk Models for Geographic Data Propagation in Wireless Sensor Networks. CISS 2007: 604-609 - [c1]Silvija Kokalj-Filipovic, Predrag Spasojevic, Roy D. Yates:
BeSpoken Protocol for Data Dissemination in Wireless Sensor Networks. WiOpt 2007: 1-6
Coauthor Index
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