AI for Networking
Applying machine learning to optimize network performance, management and security.
Publications (36)
20265
torch-dae: an AI skill-based framework for Audio Embedding Models
Zenodo (CERN European Organization for Nuclear Research)
Real-Time Intrusion Detection in IIoT/OT Networks Via Traffic-Feature Forecasting: A Testbed Study
M. Bakro, A. Marotta, W. Tiberti, O. Odoardi, I. Salvatore, P. D. Marco
2026 IEEE 22nd International Conference on Factory Communication Systems (WFCS), pp. 1-8
Real-Time DDoS Detection by Integrated eBPF Telemetry and Machine Learning-enhanced SIEM
Z. Ali, A. Marotta, W. Tiberti, C. Centofanti, D. Cassioli
2026 International Conference on Intelligent Multimedia, Networking, and Security (IMNS), pp. 1-6
A Systematic Review of Kernel-Level Security Mechanisms, Vulnerability Detection and Mitigation in Modern Operating Systems
Z. Ali, N. Aslam, A. Marotta, W. Tiberti, D. Cassioli
Sensors, vol. 26, no. 8, p. 2452
From General-Purpose Audio Tagging to Real-Time Emergency Vehicle Siren Detection
S. Giacomelli, M. Giordano, C. Rinaldi, F. Graziosi
IEEE Transactions on Audio Speech and Language Processing, vol. 34, pp. 3428-3444
202512
The IEEE-IS 2 2025 Music Packet Loss Concealment Challenge
A. I. Mezza, A. Bernardini, C. Rinaldi
2025 IEEE 6th International Symposium on the Internet of Sounds (IS2), pp. 1-10
Sounding Canvas: An Embedded, Networked, Interactive Audio Artwork
L. Ciamarone, D. Motèque, M. Giordano
2025 IEEE 6th International Symposium on the Internet of Sounds (IS2), pp. 1-5
Supervised Learning Approach for Intrusion Detection in Unbalanced Network Traffic
Z. Ali, A. Akram, N. Aslam, M. S. Khurram
VFAST Transactions on Software Engineering, vol. 13, no. 2, pp. 01-12
Architecting the Musical Metaverse: Lessons from 5G and Emerging Technologies
C. Rinaldi, K. S. Tharakan, L. Turchet, C. Rottondi, C. Centofanti, C. Fischione
2025 IEEE 6th International Symposium on the Internet of Sounds (IS2), pp. 1-10
Towards a Playground to Democratize Experimentation and Benchmarking of AI Agents for Network Troubleshooting
Z. Wang, A. Cornacchia, F. Galante, C. Centofanti, A. Sacco, D. Jiang
Proceedings of the 1st Workshop on Next-Generation Network Observability, pp. 1-3
Improving 6G Network Performance with Linear Regression and Stacking GBM
C. Aouiche, E. M. Aouiche, A. Aouiche, Z. Ali, Y. Alkhrjiah, S. Hamdi, A. Gaidi, A. Marotta, D. Cassioli
2025 International Conference on Recent Advances in Mathematics and Informatics (ICRAMI), pp. 1-6
A Lightweight Intrusion Detection System for IoT Based on Deep Transfer Learning at the Edge
Z. Ali, W. Tiberti, A. Marotta, D. Cassioli
2025 IEEE 9th Forum on Research and Technologies for Society and Industry (RTSI), pp. 1-6
Deep Transfer Learning for Intrusion Detection in Edge Computing Scenarios
Z. ALI, W. Tiberti, A. Marotta, D. Cassioli
IEEE Internet of Things Journal, p. 1
Mobility-Aware Resource Allocation in 5G O-RAN using ns-3
A. K. Subudhi, A. Piccioni, A. Marotta, F. Graziosi, R. M. Hegde, K. Kondepu
2025 IEEE Future Networks World Forum (FNWF), pp. 1-6
Design and Deployment of a Standard Framework for Audio Neural Networks Embedding Models
S. Giacomelli, C. Centofanti, F. Graziosi, C. Rinaldi
2025 IEEE Symposium on Computers and Communications (ISCC), pp. 1-6
AudioSet-tools: a Python framework for taxonomy-aware AudioSet curation and reproducible audio research
S. Giacomelli, M. Giordano, C. Rinaldi, F. Graziosi
EURASIP Journal on Audio Speech and Music Processing, vol. 2026, no. 1
Real-Time Emergency Vehicle Siren Detection with Efficient CNNs on Embedded Hardware
M. Giordano, S. Giacomelli, C. Rinaldi, F. Graziosi
2025 IEEE 6th International Symposium on the Internet of Sounds (IS2), pp. 1-10
20249
The OCON model: an old but gold solution for distributable supervised classification
S. Giacomelli, M. Giordano, C. Rinaldi
2024 IEEE Symposium on Computers and Communications (ISCC), pp. 1-7
The OCON Model: An Old but Green Solution for Distributable Supervised Classification for Acoustic Monitoring in Smart Cities
S. Giacomelli, M. Giordano, C. Rinaldi
2024 IEEE 5th International Symposium on the Internet of Sounds (IS2), pp. 1-10
PDDNet: Deep Learning Based Dental Disease Classification through Panoramic Radiograph Images
M. A. Hasnain, Z. Ali, A. Saeed, S. Aijaz, M. S. Khurram
VFAST Transactions on Software Engineering, vol. 12, no. 4, pp. 180-198
X-ray Image Analysis for Dental Disease: A Deep Learning Approach Using EfficientNets
M. A. Hasnain, Z. Ali, M. S. Maqbool, M. Aziz
VFAST Transactions on Software Engineering, vol. 12, no. 3, pp. 147-165
5G-Enabled Internet of Musical Things Architectures for Remote Immersive Musical Practices
L. Turchet, C. Rinaldi, C. Centofanti, L. Vignati, C. Rottondi
IEEE Open Journal of the Communications Society, vol. 5, pp. 4691-4709
Assessing Datasets for O-RAN RICs: Hoarding vs Choosing
E. Harshitha, V. Gudepu, B. Chirumamilla, C. Centifonti, A. Marotta, K. Kondepu
2024 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS), pp. 1-6
Wire-speed DDoS Attack Mitigation using Hardware Acceleration of Programmable DPUs
S. Hinic, R. A. Bakar, A. Marotta, F. Paolucci
GLOBECOM 2024 - 2024 IEEE Global Communications Conference, pp. 1197-1202
Empowering Network Security: BERT Transformer Learning Approach and MLP for Intrusion Detection in Imbalanced Network Traffic
Z. Ali, W. Tiberti, A. Marotta, D. Cassioli
IEEE Access, vol. 12, pp. 137618-137633
AI-Assisted GIS Toward GEO-AI: Trends and Innovations Overview
F. Franchi, A. Galassi, F. Graziosi
2024 IEEE 8th Forum on Research and Technologies for Society and Industry Innovation (RTSI), pp. 149-153
20232
OPTIMIST: Optimised Video Content Delivery Chains over Joint Multi-Access Edge Computing and 5G Radio Network Infrastructures
D. Xenakis, C. Centofanti, C. Rinaldi, A. Marotta, C. Verikoukis, N. Passas, S. Tennina, D. Cassioli
2023 26th Euromicro Conference on Digital System Design (DSD), pp. 415-421
Enhancing UAV Systems via Task Offloading at the EDGE
R. R. Tella, A. Marotta, P. Castoldi, L. Valcarenghi, K. Kondepu
2023 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS), pp. 780-783
20223
A practical approach for the porting of the Ravenscar profile from ADA to C: method, rules adaptation and supporting tools
L. Tiberi, F. Romano, P. Serri, C. Rinaldi
International Journal of Computer Applications in Technology, vol. 70, no. 2, p. 85
An Edge-Based Machine Learning-Enabled Approach in Structural Health Monitoring for Public Protection
C. Rinaldi, F. Smarra, F. Franchi, A. D'Innocenzo
2022 IEEE Future Networks World Forum (FNWF), pp. 125-130
Modeling and Control of Priority Queueing in Software Defined Networks via Machine Learning
E. Reticcioli, G. D. D. Girolamo, F. Smarra, A. Torzi, F. Graziosi, A. D'innocenzo
IEEE Access, vol. 10, pp. 91481-91496
20211
Prosthetic Visualizations for a Smart Heritage
S. Brusaporci, P. Maiezza, A. Tata, F. Graziosi, F. Franchi
FrancoAngeli srl eBooks
20202
Design and management of image processing pipelines within CPS: 2 years of experience from the FitOptiVis ECSEL Project
L. Pomante, F. Palumbo, C. Rinaldi, G. Valente, C. Sau, T. Fanni, F. V. D. Linden, T. Basten, M. Geilen, G. Peeren, J. Kadlec, P. Jaaskelainen, M. Martinez, J. Saarinen, T. Santti, M. K. Zedda, V. Sanchez, D. Goswami, Z. Al-Ars, A. D. Beer
2020 23rd Euromicro Conference on Digital System Design (DSD), pp. 378-385
La tecnologia 5G e i beni culturali: percorsi di storie e architetture all’Aquila
S. Mantini, F. Graziosi, F. Franchi, S. Boero
DigItalia, vol. 15, no. 2, pp. 117-125
20191
Exploiting flexible functional split in converged software defined access networks
A. Marotta, D. Cassioli, K. Kondepu, C. Antonelli, L. Valcarenghi
Journal of Optical Communications and Networking, vol. 11, no. 11, p. 536
20171
Clinical presentation and management of congenital ptosis
M. Marenco, I. Macchi, I. Macchi, E. Galassi, G. M. -. Giordano, A. Lambiase
Clinical ophthalmology, vol. Volume 11, pp. 453-463