Domenico Ciuonzo

Orcid: 0000-0002-6230-2958

According to our database1, Domenico Ciuonzo authored at least 120 papers between 2007 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
AI-Powered Internet Traffic Classification: Past, Present, and Future.
IEEE Commun. Mag., September, 2024

Bayesian Fault Detection and Localization Through Wireless Sensor Networks in Industrial Plants.
IEEE Internet Things J., April, 2024

Benchmarking Class Incremental Learning in Deep Learning Traffic Classification.
IEEE Trans. Netw. Serv. Manag., February, 2024

Explainable Deep-Learning Approaches for Packet-Level Traffic Prediction of Collaboration and Communication Mobile Apps.
IEEE Open J. Commun. Soc., 2024

MEMENTO: A novel approach for class incremental learning of encrypted traffic.
Comput. Networks, 2024

2023
Improving Performance, Reliability, and Feasibility in Multimodal Multitask Traffic Classification with XAI.
IEEE Trans. Netw. Serv. Manag., June, 2023

Joint Design of Horizontal and Vertical Polarization Waveforms for Polarimetric Radar via SINR Maximization.
IEEE Trans. Aerosp. Electron. Syst., June, 2023

Network anomaly detection methods in IoT environments via deep learning: A Fair comparison of performance and robustness.
Comput. Secur., May, 2023

Constant-Modulus Waveform Design With Polarization-Adaptive Power Allocation in Polarimetric Radar.
IEEE Trans. Signal Process., 2023

Optimization Based Sensor Placement for Multi-Target Localization With Coupling Sensor Clusters.
IEEE Trans. Signal Inf. Process. over Networks, 2023

Time-Aware Distributed Sequential Detection of Gas Dispersion via Wireless Sensor Networks.
IEEE Trans. Signal Inf. Process. over Networks, 2023

Explainable Mobile Traffic Classification: the Case of Incremental Learning.
SAFE@CoNEXT, 2023

Fine-Grained Traffic Prediction of Communication-and-Collaboration Apps Via Deep-Learning: A First Look at Explainability.
Proceedings of the IEEE International Conference on Communications, 2023

Sparse Bayesian Learning Assisted Decision Fusion in Millimeter Wave Massive MIMO Sensor Networks.
Proceedings of the IEEE International Conference on Acoustics, 2023

Adaptive Intrusion Detection Systems: Class Incremental Learning for IoT Emerging Threats.
Proceedings of the IEEE International Conference on Big Data, 2023

2022
MIRAGE: Mobile-app Traffic Capture and Ground-truth Creation.
Dataset, May, 2022

Generalized Locally Most Powerful Tests for Distributed Sparse Signal Detection.
IEEE Trans. Signal Inf. Process. over Networks, 2022

Distributed Detection Fusion in Clustered Sensor Networks Over Multiple Access Fading Channels.
IEEE Trans. Signal Inf. Process. over Networks, 2022

Guest Editorial: Pervasive, Efficient, and Smart Signal Processing for IoT.
IEEE Internet Things Mag., 2022

Contextual counters and multimodal Deep Learning for activity-level traffic classification of mobile communication apps during COVID-19 pandemic.
Comput. Networks, 2022

Prediction of Mobile-App Network-Video-Traffic Aggregates using Multi-task Deep Learning.
Proceedings of the IFIP Networking Conference, 2022

On the use of Machine Learning Approaches for the Early Classification in Network Intrusion Detection.
Proceedings of the IEEE International Symposium on Measurements & Networking, 2022

Exploring a Modular Architecture for Sensor Validation in Digital Twins.
Proceedings of the 2022 IEEE Sensors, Dallas, TX, USA, October 30 - Nov. 2, 2022, 2022

Decision Fusion for Carbon Dioxide Release Detection from Pressure Relief Devices.
Proceedings of the 12th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2022

Wireless Inference Gets Smarter: RIS-assisted Channel-Aware MIMO Decision Fusion.
Proceedings of the 12th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2022

Sensor Fusion for Detection and Localization of Carbon Dioxide Releases for Industry 4.0.
Proceedings of the 25th International Conference on Information Fusion, 2022

2021
Multi-Bit & Sequential Decentralized Detection of a Noncooperative Moving Target Through a Generalized Rao Test.
IEEE Trans. Signal Inf. Process. over Networks, 2021

XAI Meets Mobile Traffic Classification: Understanding and Improving Multimodal Deep Learning Architectures.
IEEE Trans. Netw. Serv. Manag., 2021

Characterization and Prediction of Mobile-App Traffic Using Markov Modeling.
IEEE Trans. Netw. Serv. Manag., 2021

Employing Unmanned Aerial Vehicles for Improving Handoff Using Cooperative Game Theory.
IEEE Trans. Aerosp. Electron. Syst., 2021

Tracking a Low-Angle Isolated Target via an Elevation-Angle Estimation Algorithm Based on Extended Kalman Filter with an Array Antenna.
Remote. Sens., 2021

DISTILLER: Encrypted traffic classification via multimodal multitask deep learning.
J. Netw. Comput. Appl., 2021

Distributed Detection in Wireless Sensor Networks Under Multiplicative Fading via Generalized Score Tests.
IEEE Internet Things J., 2021

Characterization and analysis of cloud-to-user latency: The case of Azure and AWS.
Comput. Networks, 2021

Packet-level prediction of mobile-app traffic using multitask Deep Learning.
Comput. Networks, 2021

A First Look at Class Incremental Learning in Deep Learning Mobile Traffic Classification.
Proceedings of the 5th Network Traffic Measurement and Analysis Conference, 2021

Characterizing and Modeling Traffic of Communication and Collaboration Apps Bloomed With COVID-19 Outbreak.
Proceedings of the 6th IEEE International Forum on Research and Technology for Society and Industry, 2021

Real-Time Sensor Fault Detection, Isolation and Accommodation for Industrial Digital Twins.
Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2021

Encrypted Multitask Traffic Classification via Multimodal Deep Learning.
Proceedings of the ICC 2021, 2021

Spatio-Temporal Decision Fusion for Quickest Fault Detection Within Industrial Plants: The Oil and Gas Scenario.
Proceedings of the 24th IEEE International Conference on Information Fusion, 2021

Unveiling MIMETIC: Interpreting Deep Learning Traffic Classifiers via XAI Techniques.
Proceedings of the IEEE International Conference on Cyber Security and Resilience, 2021

Classification of Communication and Collaboration Apps via Advanced Deep-Learning Approaches.
Proceedings of the 26th IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, 2021

2020
Wideband Collaborative Spectrum Sensing Using Massive MIMO Decision Fusion.
IEEE Trans. Wirel. Commun., 2020

Bandwidth-Constrained Decentralized Detection of an Unknown Vector Signal via Multisensor Fusion.
IEEE Trans. Signal Inf. Process. over Networks, 2020

A Dive into the Dark Web: Hierarchical Traffic Classification of Anonymity Tools.
IEEE Trans. Netw. Sci. Eng., 2020

A Big Data-Enabled Hierarchical Framework for Traffic Classification.
IEEE Trans. Netw. Sci. Eng., 2020

Anonymity Services Tor, I2P, JonDonym: Classifying in the Dark (Web).
IEEE Trans. Dependable Secur. Comput., 2020

Multibit Decentralized Detection Through Fusing Smart and Dumb Sensors Based on Rao Test.
IEEE Trans. Aerosp. Electron. Syst., 2020

Toward effective mobile encrypted traffic classification through deep learning.
Neurocomputing, 2020

A Data-Driven Architecture for Sensor Validation Based on Neural Networks.
Proceedings of the 2020 IEEE Sensors, Rotterdam, The Netherlands, October 25-28, 2020, 2020

Multi-bit Decentralized Detection of a Non-cooperative Moving Target Through a Generalized Rao Test.
Proceedings of the 11th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2020

A Hierarchical Hybrid Intrusion Detection Approach in IoT Scenarios.
Proceedings of the IEEE Global Communications Conference, 2020

2019
Mobile Encrypted Traffic Classification Using Deep Learning: Experimental Evaluation, Lessons Learned, and Challenges.
IEEE Trans. Netw. Serv. Manag., 2019

Learning Wireless Sensor Networks for Source Localization.
Sensors, 2019

Distributed detection with fuzzy censoring sensors in the presence of noise uncertainty.
Neurocomputing, 2019

MIMETIC: Mobile encrypted traffic classification using multimodal deep learning.
Comput. Networks, 2019

Bayesian fuzzy hypothesis test in wireless sensor networks with noise uncertainty.
Appl. Soft Comput., 2019

Know your Big Data Trade-offs when Classifying Encrypted Mobile Traffic with Deep Learning.
Proceedings of the Network Traffic Measurement and Analysis Conference, 2019

Decision Fusion Rules in Ambient Backscatter Wireless Sensor Networks.
Proceedings of the 30th IEEE Annual International Symposium on Personal, 2019

MIRAGE: Mobile-app Traffic Capture and Ground-truth Creation.
Proceedings of the 2019 4th International Conference on Computing, 2019

Characterizing Cloud-to-User Latency as Perceived by AWS and Azure Users Spread over the Globe.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

2018
Quantizer Design for Generalized Locally Optimum Detectors in Wireless Sensor Networks.
IEEE Wirel. Commun. Lett., 2018

Mean-Based Blind Hard Decision Fusion Rules.
IEEE Signal Process. Lett., 2018

Multi-classification approaches for classifying mobile app traffic.
J. Netw. Comput. Appl., 2018

DECHADE: DEtecting slight Changes with HArd DEcisions in Wireless Sensor Networks.
Int. J. Gen. Syst., 2018

Mobile Encrypted Traffic Classification Using Deep Learning.
Proceedings of the Network Traffic Measurement and Analysis Conference, 2018

Multi-bit Decentralized Detection of a Weak Signal in Wireless Sensor Networks with a Rao test.
Proceedings of the 23rd IEEE International Conference on Digital Signal Processing, 2018

2017
On the Statistical Invariance for Adaptive Radar Detection in Partially Homogeneous Disturbance Plus Structured Interference.
IEEE Trans. Signal Process., 2017

On Multiple Covariance Equality Testing with Application to SAR Change Detection.
IEEE Trans. Signal Process., 2017

Rician MIMO Channel- and Jamming-Aware Decision Fusion.
IEEE Trans. Signal Process., 2017

Robust Waveform and Filter Bank Design of Polarimetric Radar.
IEEE Trans. Aerosp. Electron. Syst., 2017

Generalized Rao Test for Decentralized Detection of an Uncooperative Target.
IEEE Signal Process. Lett., 2017

Noncolocated Time-Reversal MUSIC: High-SNR Distribution of Null Spectrum.
IEEE Signal Process. Lett., 2017

On Time-Reversal Imaging by Statistical Testing.
IEEE Signal Process. Lett., 2017

Distributed detection of a non-cooperative target via generalized locally-optimum approaches.
Inf. Fusion, 2017

On the asymptotic distribution of Time-Reversal MUSIC null spectrum.
Digit. Signal Process., 2017

Non-colocated Time-Reversal MUSIC: High-SNR Distribution of Null Spectrum.
CoRR, 2017

Anonymity Services Tor, I2P, JonDonym: Classifying in the Dark.
Proceedings of the 29th International Teletraffic Congress, 2017

Traffic Classification of Mobile Apps through Multi-Classification.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

2016
Performance Analysis of Energy Detection for MIMO Decision Fusion in Wireless Sensor Networks Over Arbitrary Fading Channels.
IEEE Trans. Wirel. Commun., 2016

Massive MIMO for Decentralized Estimation of a Correlated Source.
IEEE Trans. Signal Process., 2016

A Unifying Framework for Adaptive Radar Detection in Homogeneous Plus Structured Interference - Part II: Detectors Design.
IEEE Trans. Signal Process., 2016

A Unifying Framework for Adaptive Radar Detection in Homogeneous Plus Structured Interference - Part I: On the Maximal Invariant Statistic.
IEEE Trans. Signal Process., 2016

On the Maximal Invariant Statistic for Adaptive Radar Detection in Partially Homogeneous Disturbance With Persymmetric Covariance.
IEEE Signal Process. Lett., 2016

Optimizing polarimetrie radar waveform and filter bank for extended targets in clutter.
Proceedings of the 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2016

2015
Performance Analysis of Time-Reversal MUSIC.
IEEE Trans. Signal Process., 2015

Massive MIMO Channel-Aware Decision Fusion.
IEEE Trans. Signal Process., 2015

Intrapulse radar-embedded communications via multiobjective optimization.
IEEE Trans. Aerosp. Electron. Syst., 2015

A Systematic Framework for Composite Hypothesis Testing of Independent Bernoulli Trials.
IEEE Signal Process. Lett., 2015

On Energy Detection for MIMO Decision Fusion in Wireless Sensor Networks Over NLOS Fading.
IEEE Commun. Lett., 2015

HMM-Based Decision Fusion in Wireless Sensor Networks With Noncoherent Multiple Access.
IEEE Commun. Lett., 2015

Massive MIMO for decentralized estimation over coherent multiple access channels.
Proceedings of the 16th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2015

2014
Minimum-Variance Importance-Sampling Bernoulli Estimator for Fast Simulation of Linear Block Codes over Binary Symmetric Channels.
IEEE Trans. Wirel. Commun., 2014

A Dominance-Based Soft-Input Soft-Output MIMO Detector With Near-Optimal Performance.
IEEE Trans. Commun., 2014

Tracking the Tracker from its Passive Sonar ML-PDA Estimates.
IEEE Trans. Aerosp. Electron. Syst., 2014

Decision Fusion With Unknown Sensor Detection Probability.
IEEE Signal Process. Lett., 2014

EDMA-based schemes for cognitive radio systems with channel state information.
J. High Speed Networks, 2014

Energy detection for decision fusion in wireless sensor networks over Ricean-mixture fading.
Proceedings of the IEEE 8th Sensor Array and Multichannel Signal Processing Workshop, 2014

On MSE performance of time-reversal MUSIC.
Proceedings of the IEEE 8th Sensor Array and Multichannel Signal Processing Workshop, 2014

Massive MIMO meets decision fusion: Decode-and-fuse vs. decode-then-fuse.
Proceedings of the IEEE 8th Sensor Array and Multichannel Signal Processing Workshop, 2014

2013
On the Performance of Energy-Division Multiple Access Over Fading Channels.
Wirel. Pers. Commun., 2013

Orthogonality and Cooperation in Collaborative Spectrum Sensing through MIMO Decision Fusion.
IEEE Trans. Wirel. Commun., 2013

Performance Analysis and Design of Maximum Ratio Combining in Channel-Aware MIMO Decision Fusion.
IEEE Trans. Wirel. Commun., 2013

Optimality of Received Energy in Decision Fusion Over Rayleigh Fading Diversity MAC With Non-Identical Sensors.
IEEE Trans. Signal Process., 2013

One-Bit Decentralized Detection With a Rao Test for Multisensor Fusion.
IEEE Signal Process. Lett., 2013

Low-complexity dominance-based sphere decoder for MIMO systems.
Signal Process., 2013

Objective priors from maximum entropy in data classification.
Inf. Fusion, 2013

Can you track the tracker?
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

2012
Channel-Aware Decision Fusion in Distributed MIMO Wireless Sensor Networks: Decode-and-Fuse vs. Decode-then-Fuse.
IEEE Trans. Wirel. Commun., 2012

Mobile sensor networks based on autonomous platforms for homeland security.
Proceedings of the Tyrrhenian Workshop on Advances in Radar and Remote Sensing, 2012

Decision fusion in MIMO wireless sensor networks with channel state information.
Proceedings of the IEEE 7th Sensor Array and Multichannel Signal Processing Workshop, 2012

2011
From Examples to Bayesian Inference.
Proceedings of the Neural Nets WIRN11, 2011

Gain design and power allocation for overloaded MIMO-OFDM systems with channel state information and iterative multiuser detection.
Proceedings of the 8th International Symposium on Wireless Communication Systems, 2011

Sub-optimal importance sampling for fast simulation of linear block codes over BSC channels.
Proceedings of the 8th International Symposium on Wireless Communication Systems, 2011

Soft-Input Soft-Output King Decoder for coded MIMO wireless communications.
Proceedings of the 8th International Symposium on Wireless Communication Systems, 2011

Entropic priors for short-term stochastic process classification.
Proceedings of the 14th International Conference on Information Fusion, 2011

Distributed classification of multiple moving targets with binary wireless sensor networks.
Proceedings of the 14th International Conference on Information Fusion, 2011

2010
Data Fusion with Entropic Priors.
Proceedings of the Neural Nets WIRN10, 2010

Tree-search ML detection for underdetermined MIMO systems with M-PSK constellations.
Proceedings of the 2010 7th International Symposium on Wireless Communication Systems, 2010

2007
On Asymptotic Efficiency for Asynchronous CDMA.
Proceedings of the 41st Annual Conference on Information Sciences and Systems, 2007


  Loading...