Dario Rossi

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 25

Top Topics

Traffic Analysis

Top Venues

IEEE Trans. Netw. Serv. Manag.

CoNEXT (Companion)

SIGMETRICS Perform. Evaluation Rev.

Publications

Francesco Cerasuolo, Alfredo Nascita, Giampaolo Bovenzi, Giuseppe Aceto, Domenico Ciuonzo, Antonio Pescapè, Dario Rossi
MEMENTO: A novel approach for class incremental learning of encrypted traffic. Comput. Networks 245 (2024)
Raphaël Azorin, Andrea Monterubbiano, Gabriele Castellano, Massimo Gallo, Salvatore Pontarelli, Dario Rossi
Taming the Elephants: Affordable Flow Length Prediction in the Data Plane. Proc. ACM Netw. 2 (CoNEXT1) (2024)
Chao Wang, Alessandro Finamore, Pietro Michiardi, Massimo Gallo, Dario Rossi
Data Augmentation for Traffic Classification. CoRR (2024)
Luca Gioacchini, Idilio Drago, Marco Mellia, Zied Ben-Houidi, Dario Rossi
Generic Multi-modal Representation Learning for Network Traffic Analysis. CoRR (2024)
Giampaolo Bovenzi, Alfredo Nascita, Lixuan Yang, Alessandro Finamore, Giuseppe Aceto, Domenico Ciuonzo, Antonio Pescapè, Dario Rossi
Benchmarking Class Incremental Learning in Deep Learning Traffic Classification. IEEE Trans. Netw. Serv. Manag. 21 (1) (2024)
Luca Gioacchini, Marco Mellia, Luca Vassio, Idilio Drago, Giulia Milan, Zied Ben-Houidi, Dario Rossi
Cross-Network Embeddings Transfer for Traffic Analysis. IEEE Trans. Netw. Serv. Manag. 21 (3) (2024)
Chao Wang, Alessandro Finamore, Pietro Michiardi, Massimo Gallo, Dario Rossi
Data Augmentation for Traffic Classification. PAM (1) (2024)
Alexis Huet, Jonatan Krolikowski, José Manuel Navarro, Fuxing Chen, Dario Rossi
Change Point Detection in WLANs with Random AP Forests. CoNEXT (Companion) (2023)
Chao Wang, Alessandro Finamore, Pietro Michiardi, Massimo Gallo, Dario Rossi
Toward Generative Data Augmentation for Traffic Classification. StudentWorkshop@CoNEXT (2023)
Kevin Fauvel, Fuxing Chen, Dario Rossi
A Lightweight, Efficient and Explainable-by-Design Convolutional Neural Network for Internet Traffic Classification. KDD (2023)
Ovidiu Iacoboaiea, Jonatan Krolikowski, Zied Ben-Houidi, Dario Rossi
From Design to Deployment of Zero Touch Deep Reinforcement Learning WLANs. IEEE Commun. Mag. 61 (2) (2023)
Idio Guarino, Chao Wang, Alessandro Finamore, Antonio Pescapè, Dario Rossi
Many or Few Samples? Comparing Transfer, Contrastive and Meta-Learning in Encrypted Traffic Classification. CoRR (2023)
Lanfang Kong, Alexis Huet, Dario Rossi, Mauro Sozio
Tree-based Kendall's τ Maximization for Explainable Unsupervised Anomaly Detection. ICDM (2023)
Andrea Monterubbiano, Raphaël Azorin, Gabriele Castellano, Massimo Gallo, Salvatore Pontarelli, Dario Rossi
SPADA: A Sparse Approximate Data Structure Representation for Data Plane Per-flow Monitoring. PACMNET 1 (CoNEXT3) (2023)
Jonatan Krolikowski, Zied Ben-Houidi, Dario Rossi
User-aware WLAN Transmit Power Control in the Wild. CoRR (2023)
Chao Wang, Alessandro Finamore, Pietro Michiardi, Massimo Gallo, Dario Rossi
Toward Generative Data Augmentation for Traffic Classification. CoRR (2023)
José Manuel Navarro, Alexis Huet, Dario Rossi
Meta-Learning for Fast Model Recommendation in Unsupervised Multivariate Time Series Anomaly Detection. AutoML (2023)
Idio Guarino, Chao Wang, Alessandro Finamore, Antonio Pescapè, Dario Rossi
Many or Few Samples?: Comparing Transfer, Contrastive and Meta-Learning in Encrypted Traffic Classification. TMA (2023)
Alessandro Finamore, Chao Wang, Jonatan Krolikowski, Jose M. Navarro, Fuxing Chen, Dario Rossi
Replication: Contrastive Learning and Data Augmentation in Traffic Classification Using a Flowpic Input Representation. IMC (2023)
Alessandro Finamore, Chao Wang, Jonatan Krolikowski, Jose M. Navarro, Fuxing Chen, Dario Rossi
Contrastive Learning and Data Augmentation in Traffic Classification Using a Flowpic Input Representation. CoRR (2023)
Francesca Soro, Thomas Favale, Danilo Giordano, Idilio Drago, Tommaso Rescio, Marco Mellia, Zied Ben-Houidi, Dario Rossi
Enlightening the Darknets: Augmenting Darknet Visibility With Active Probes. IEEE Trans. Netw. Serv. Manag. 20 (4) (2023)
Giulio Franzese, Simone Rossi, Lixuan Yang, Alessandro Finamore, Dario Rossi, Maurizio Filippone, Pietro Michiardi
How Much Is Enough? A Study on Diffusion Times in Score-Based Generative Models. Entropy 25 (4) (2023)
Andrea Monterubbiano, Raphaël Azorin, Gabriele Castellano, Massimo Gallo, Salvatore Pontarelli, Dario Rossi
Memory-efficient Random Forests in FPGA SmartNICs. CoNEXT (Companion) (2023)
Luca Gioacchini, Luca Vassio, Marco Mellia, Idilio Drago, Zied Ben-Houidi, Dario Rossi
i-DarkVec: Incremental Embeddings for Darknet Traffic Analysis. ACM Trans. Internet Techn. 23 (3) (2023)
James Roberts, Dario Rossi
Size-based scheduling vs fairness for datacenter flows: a queuing perspective. SIGMETRICS Perform. Evaluation Rev. 50 (2) (2022)