Marco Mellia

ORCID

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 149

Top Venues

CoRR

Comput. Networks

IEEE Trans. Netw. Serv. Manag.

EDBT/ICDT Workshops

Publications

Matteo Boffa, Idilio Drago, Marco Mellia, Luca Vassio, Danilo Giordano, Rodolfo V. Valentim, Zied Ben-Houidi
LogPrécis: Unleashing language models for automated malicious log analysis. Comput. Secur. 141 (2024)
Marco Mellia, Peter Steenkiste, Lili Qiu, Olivier Bonaventure
PACMNET, V2, CoNEXT1, March 2024 Editorial. Proc. ACM Netw. 2 (CoNEXT1) (2024)
Luca Gioacchini, Idilio Drago, Marco Mellia, Zied Ben-Houidi, Dario Rossi
Generic Multi-modal Representation Learning for Network Traffic Analysis. CoRR (2024)
Marco Mellia, Peter Steenkiste, Gareth Tyson, Ihsan Ayyub Qazi
PACMNET, V2, CoNEXT2, June 2024 Editorial. Proc. ACM Netw. 2 (CoNEXT2) (2024)
Kai Huang, Luca Gioacchini, Marco Mellia, Luca Vassio
Dynamic Cluster Analysis to Detect and Track Novelty in Network Telescopes. CoRR (2024)
Nikhil Jha, Martino Trevisan, Marco Mellia, Daniel Fernandez, Rodrigo Irarrazaval
Privacy Policies and Consent Management Platforms: Growth and Users' Interactions over Time. CoRR (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)
Gianluca Perna, Martino Trevisan, Danilo Giordano, Daniel Perdices, Marco Mellia
Monitoring Web QoE in Satellite Networks from Passive Measurements. CCNC (2024)
Rodolfo Vieira Valentim, Idilio Drago, Martino Trevisan, Marco Mellia
URLGEN - Toward Automatic URL Generation Using GANs. IEEE Trans. Netw. Serv. Manag. 20 (3) (2023)
Francesco De Santis, Danilo Giordano, Marco Mellia, Alessia Damilano
GLEm-Net: Unified Framework for Data Reduction with Categorical and Numerical Features. BigData (2023)
Luca Gioacchini, Andrea Cavallo, Marco Mellia, Luca Vassio
Exploring Temporal GNN Embeddings for Darknet Traffic Analysis. GNNet@CoNEXT (2023)
Rodolfo V. Valentim, Idilio Drago, Marco Mellia, Federico Cerutti
Lost in Translation: AI-based Generator of Cross-Language Sound-squatting. EuroS&P Workshops (2023)
Matteo Boffa, Rodolfo Vieira Valentim, Luca Vassio, Danilo Giordano, Idilio Drago, Marco Mellia, Zied Ben-Houidi
LogPrécis: Unleashing Language Models for Automated Shell Log Analysis. CoRR (2023)
Rodolfo V. Valentim, Idilio Drago, Marco Mellia, Federico Cerutti
Sound-skwatter (Did You Mean: Sound-squatter?) AI-powered Generator for Phishing Prevention. CoRR (2023)
Tianzhu Zhang, Masoud Hemmatpour, Shashwat Mishra, Leonardo Linguaglossa, Dong Zhang, Chung Shue Chen, Marco Mellia, Armen Aghasaryan
Operationalizing AI in Future Networks: A Bird's Eye View from the System Perspective. CoRR (2023)
Marco Mellia, Peter Steenkiste, Lili Qiu, Olivier Bonaventure
PACMNET V1, N1, June 2023 Editorial. PACMNET 1 (CoNEXT1) (2023)
Martino Trevisan, Francesca Soro, Marco Mellia, Idilio Drago, Ricardo Morla
Attacking DoH and ECH: Does Server Name Encryption Protect Users' Privacy? ACM Trans. Internet Techn. 23 (1) (2023)
Nikhil Jha, Martino Trevisan, Marco Mellia, Rodrigo Irarrazaval, Daniel Fernandez
I Refuse if You Let Me: Studying User Behavior with Privacy Banners at Scale. TMA (2023)
Marco Mellia, Peter Steenkiste, Lili Qiu, Olivier Bonaventure
PACMNET V1, CoNEXT2, September 2023 Editorial. PACMNET 1 (CoNEXT2) (2023)
Giordano Paoletti, Luca Gioacchini, Marco Mellia, Luca Vassio, Jussara M. Almeida
Benchmarking Evolutionary Community Detection Algorithms in Dynamic Networks. CoRR (2023)
Marco Mellia, Peter Steenkiste, Lili Qiu, Olivier Bonaventure
PACMNET, V1, CoNEXT3, December 2023 Editorial. PACMNET 1 (CoNEXT3) (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)
Alessandro Speciale, Greta Vallero, Luca Vassio, Marco Mellia
Recommendation Systems in Libraries: an Application with Heterogeneous Data Sources. CoRR (2023)
Nikhil Jha, Luca Vassio, Martino Trevisan, Emilio Leonardi, Marco Mellia
Practical anonymization for data streams: z-anonymity and relation with k-anonymity. Perform. Evaluation 159 (2023)
Alessandro Speciale, Greta Vallero, Luca Vassio, Marco Mellia
Recommendation Systems in Libraries: an Application with Heterogeneous Data Sources. EDBT/ICDT Workshops (2023)
Alessandro Ciociola, Danilo Giordano, Luca Vassio, Marco Mellia
Data driven scalability and profitability analysis in free floating electric car sharing systems. Inf. Sci. 621 (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)
Nikhil Jha, Martino Trevisan, Emilio Leonardi, Marco Mellia
On the Robustness of Topics API to a Re-Identification Attack. CoRR (2023)
Nikhil Jha, Martino Trevisan, Emilio Leonardi, Marco Mellia
On the Robustness of Topics API to a Re-Identification Attack. Proc. Priv. Enhancing Technol. 2023 (4) (2023)
Danilo Giordano, Flavio Giobergia, Eliana Pastor, Antonio La Macchia, Tania Cerquitelli, Elena Baralis, Marco Mellia, Davide Tricarico
Data-driven strategies for predictive maintenance: Lesson learned from an automotive use case. Comput. Ind. 134 (2022)
Nikhil Jha, Martino Trevisan, Luca Vassio, Marco Mellia
The Internet with Privacy Policies: Measuring The Web Upon Consent. ACM Trans. Web 16 (3) (2022)
Jacopo Fior, Thomas Favale, Luca Cagliero, Danilo Giordano, Marco Mellia, Elena Baralis, Silvia Ronchiadin, Paolo Baracco, Dario Moncalvo
Legal Entity Disambiguation for Financial Crime Detection. Big Data (2022)
Matteo Boffa, Giulia Milan, Luca Vassio, Idilio Drago, Marco Mellia, Zied Ben-Houidi
Towards NLP-based Processing of Honeypot Logs. EuroS&P Workshops (2022)
Anna Maria Mandalari, Andra Lutu, Ana Custura, Ali Safari Khatouni, Özgü Alay, Marcelo Bagnulo, Vaibhav Bajpai, Anna Brunström, Jörg Ott, Martino Trevisan, Marco Mellia, Gorry Fairhurst
Measuring Roaming in Europe: Infrastructure and Implications on Users' QoE. IEEE Trans. Mob. Comput. 21 (10) (2022)
Matteo Boffa, Luca Vassio, Marco Mellia, Idilio Drago, Giulia Milan, Zied Ben-Houidi, Dario Rossi
On using pretext tasks to learn representations from network logs. NativeNI@CoNEXT (2022)
Matheus F. C. Barros, Carlos H. G. Ferreira, Lourenço Alves Pereira Júnior, Marco Mellia, Jussara M. Almeida, Bruno Pereira dos Santos
Understanding mobility in networks: A node embedding approach. SIGMETRICS Perform. Evaluation Rev. 49 (4) (2022)
Nikhil Jha, Martino Trevisan, Luca Vassio, Marco Mellia, Stefano Traverso, Álvaro García-Recuero, Nikolaos Laoutaris, Amir Mehrjoo, Santiago Andrés Azcoitia, Rubén Cuevas Rumín, Kleomenis Katevas, Panagiotis Papadopoulos, Nicolas Kourtellis, Roberto Gonzalez, Xavi Olivares, George-Marios Kalatzantonakis-Jullien
A PIMS Development Kit for New Personal Data Platforms. IEEE Internet Comput. 26 (3) (2022)
Daniel Perdices, Gianluca Perna, Martino Trevisan, Danilo Giordano, Marco Mellia
When satellite is all you have: watching the internet from 550 ms. IMC (2022)
Rodolfo V. Valentim, Idilio Drago, Federico Cerutti, Marco Mellia
AI-based Sound-Squatting Attack Made Possible. EuroS&P Workshops (2022)
Thomas Favale, Danilo Giordano, Idilio Drago, Marco Mellia
What Scanners do at L7? Exploring Horizontal Honeypots for Security Monitoring. EuroS&P Workshops (2022)
Tianzhu Zhang, Han Qiu, Marco Mellia, Yuanjie Li, Hewu Li, Ke Xu
Interpreting AI for Networking: Where We Are and Where We Are Going. IEEE Commun. Mag. 60 (2) (2022)
Valentino Rizzo, Stefano Traverso, Marco Mellia
Unveiling Web Fingerprinting in the Wild Via Code Mining and Machine Learning. Proc. Priv. Enhancing Technol. 2021 (1) (2021)
Giulia Milan, Luca Vassio, Idilio Drago, Marco Mellia
RL-IoT: Reinforcement Learning to Interact with IoT Devices. CoRR (2021)
Carlos H. G. Ferreira, Fabricio Murai, Ana P. C. Silva, Jussara M. Almeida, Martino Trevisan, Luca Vassio, Marco Mellia, Idilio Drago
On the dynamics of political discussions on Instagram: A network perspective. Online Soc. Networks Media 25 (2021)
Leonardo Tolomei, Stefano Fiorini, Alessandro Ciociola, Luca Vassio, Danilo Giordano, Marco Mellia
Benefits of Relocation on E-scooter Sharing - a Data-Informed Approach. ITSC (2021)
Rodolfo V. Valentim, Idilio Drago, Martino Trevisan, Federico Cerutti, Marco Mellia
Augmenting phishing squatting detection with GANs. StudentWorkshop@CoNEXT (2021)
Thomas Favale, Martino Trevisan, Idilio Drago, Marco Mellia
α-MON: Traffic Anonymizer for Passive Monitoring. IEEE Trans. Netw. Serv. Manag. 18 (2) (2021)
Azadeh Faroughi, Andrea Morichetta, Luca Vassio, Flavio V. D. de Figueiredo, Marco Mellia, Reza Javidan
Towards website domain name classification using graph based semi-supervised learning. Comput. Networks 188 (2021)
Nikhil Jha, Martino Trevisan, Luca Vassio, Marco Mellia
The Internet with Privacy Policies: Measuring The Web Upon Consent. CoRR (2021)
Carlos H. G. Ferreira, Fabricio Murai, Ana P. C. Silva, Jussara M. Almeida, Martino Trevisan, Luca Vassio, Marco Mellia, Idilio Drago
On the Dynamics of Political Discussions on Instagram: A Network Perspective. CoRR (2021)
Edoardo Fassio, Alessandro Ciociola, Danilo Giordano, Michel Noussan, Luca Vassio, Marco Mellia
Environmental and Economic Comparison of ICEV and EV in Car Sharing. ITSC (2021)
Matheus F. C. Barros, Carlos Henrique Gomes Ferreira, Bruno Pereira dos Santos, Lourenço Alves Pereira Júnior, Marco Mellia, Jussara M. Almeida
Understanding mobility in networks: A node embedding approach. CoRR (2021)
Giulia Milan, Luca Vassio, Idilio Drago, Marco Mellia
RL-IoT: Reinforcement Learning to Interact with IoT Devices. COINS (2021)
Nikhil Jha, Thomas Favale, Luca Vassio, Martino Trevisan, Marco Mellia
z-anonymity: Zero-Delay Anonymization for Data Streams. CoRR (2021)
Danilo Giordano, Eliana Pastor, Flavio Giobergia, Tania Cerquitelli, Elena Baralis, Marco Mellia, Alessandra Neri, Davide Tricarico
Dissecting a data-driven prognostic pipeline: A powertrain use case. Expert Syst. Appl. 180 (2021)
Luca Gioacchini, Luca Vassio, Marco Mellia, Idilio Drago, Zied Ben-Houidi, Dario Rossi
DarkVec: automatic analysis of darknet traffic with word embeddings. CoNEXT (2021)
Dena Markudova, Sachit Mishra, Luca Cagliero, Luca Vassio, Marco Mellia, Elena Baralis, Lucia Salvatori, Riccardo Loti
Preventive maintenance for heterogeneous industrial vehicles with incomplete usage data. Comput. Ind. 130 (2021)
Tommaso Rescio, Thomas Favale, Francesca Soro, Marco Mellia, Idilio Drago
DPI Solutions in Practice: Benchmark and Comparison. SP Workshops (2021)
Martino Trevisan, Danilo Giordano, Idilio Drago, Maurizio M. Munafò, Marco Mellia
Five Years at the Edge: Watching Internet From the ISP Network. IEEE/ACM Trans. Netw. 28 (2) (2020)
Andrea Morichetta, Pedro Casas, Marco Mellia
EXPLAIN-IT: Towards Explainable AI for Unsupervised Network Traffic Analysis. CoRR (2020)
Carlos Henrique Gomes Ferreira, Fabricio Murai, Ana Paula Couto da Silva, Jussara Marques de Almeida, Martino Trevisan, Luca Vassio, Idilio Drago, Marco Mellia
Unveiling Community Dynamics on Instagram Political Network. WebSci (2020)
Nikhil Jha, Thomas Favale, Luca Vassio, Martino Trevisan, Marco Mellia
z-anonymity: Zero-Delay Anonymization for Data Streams. IEEE BigData (2020)
Maurizio Aiello, Enrico Cambiaso, Roberto Canonico, Leonardo Maccari, Marco Mellia, Antonio Pescapè, Ivan Vaccari
IPPO: A Privacy-Aware Architecture for Decentralized Data-sharing. CoRR (2020)
Thomas Favale, Martino Trevisan, Idilio Drago, Marco Mellia
α-MON: Anonymized Passive Traffic Monitoring. ITC (2020)
Ralph Holz, Marco Mellia, Olivier Bonaventure, Hamed Haddadi, Matthew Caesar, Sergey Gorinsky, Gianni Antichi, Joseph Camp, kc claffy, Bhaskaran Raman, Anna Sperotto, Aline Carneiro Viana, Steve Uhlig
Update on ACM SIGCOMM CCR reviewing process: towards a more open review process. Comput. Commun. Rev. 50 (3) (2020)
Martino Trevisan, Francesca Soro, Marco Mellia, Idilio Drago, Ricardo Morla
Does domain name encryption increase users' privacy? Comput. Commun. Rev. 50 (3) (2020)
Francesca Soro, Marco Mellia, Nicolo Russo
Regular Pattern and Anomaly Detection on Corporate Transaction Time Series. EDBT/ICDT Workshops (2020)
Sachit Mishra, Luca Vassio, Luca Cagliero, Marco Mellia, Elena Baralis, Riccardo Loti, Lucia Salvatori
Machine Learning Supported Next-Maintenance Prediction for Industrial Vehicles. EDBT/ICDT Workshops (2020)
Thomas Favale, Francesca Soro, Martino Trevisan, Idilio Drago, Marco Mellia
Campus Traffic and e-Learning during COVID-19 Pandemic. CoRR (2020)
Alessandro D'Alconzo, Idilio Drago, Andrea Morichetta, Marco Mellia, Pedro Casas
A Survey on Big Data for Network Traffic Monitoring and Analysis. CoRR (2020)
Francesca Soro, Mauro Allegretta, Marco Mellia, Idilio Drago, Leandro M. Bertholdo
Sensing the Noise: Uncovering Communities in Darknet Traffic. MedComNet (2020)
Alessandro Ciociola, Dena Markudova, Luca Vassio, Danilo Giordano, Marco Mellia, Michela Meo
Impact of Charging Infrastructure and Policies on Electric Car Sharing Systems. ITSC (2020)
Thomas Favale, Francesca Soro, Martino Trevisan, Idilio Drago, Marco Mellia
Campus traffic and e-Learning during COVID-19 pandemic. Comput. Networks 176 (2020)
Daniela Renga, Daniele Apiletti, Danilo Giordano, Matteo Nisi, Tao Huang, Yang Zhang, Marco Mellia, Elena Baralis
Data-driven exploratory models of an electric distribution network for fault prediction and diagnosis. Computing 102 (5) (2020)
Michelangelo Barulli, Alessandro Ciociola, Michele Cocca, Luca Vassio, Danilo Giordano, Marco Mellia
On Scalability of Electric Car Sharing in Smart Cities. ISC2 (2020)
Alessandro Ciociola, Michele Cocca, Danilo Giordano, Luca Vassio, Marco Mellia
E-Scooter Sharing: Leveraging Open Data for System Design. DS-RT (2020)
Luca Vassio, Marco Mellia
Data Analysis and Modelling of Users' Behavior on the Web. IM (2019)
Mohammad Rajiullah, Andra Lutu, Ali Safari Khatouni, Mah-Rukh Fida, Marco Mellia, Anna Brunström, Özgü Alay, Stefan Alfredsson, Vincenzo Mancuso
Web Experience in Mobile Networks: Lessons from Two Million Page Visits. WWW (2019)
Alessandro D'Alconzo, Idilio Drago, Andrea Morichetta, Marco Mellia, Pedro Casas
A Survey on Big Data for Network Traffic Monitoring and Analysis. IEEE Trans. Netw. Serv. Manag. 16 (3) (2019)
Andrea Morichetta, Pedro Casas, Marco Mellia
EXPLAIN-IT: Towards Explainable AI for Unsupervised Network Traffic Analysis. Big-DAMA@CoNEXT (2019)
Golnazsadat Zargarian, Luca Vassio, Maurizio M. Munafò, Marco Mellia
Mining Patterns in Mobile Network Logs. IM (2019)
Martino Trevisan, Luca Vassio, Idilio Drago, Marco Mellia, Fabricio Murai, Flavio V. D. de Figueiredo, Ana Paula Couto da Silva, Jussara M. Almeida
Towards Understanding Political Interactions on Instagram. CoRR (2019)
Andrea Morichetta, Marco Mellia
LENTA: Longitudinal Exploration for Network Traffic Analysis From Passive Data. IEEE Trans. Netw. Serv. Manag. 16 (3) (2019)
Tania Cerquitelli, Evelina Di Corso, Stefano Proto, Alfonso Capozzoli, Fabio Bellotti, Maria Giovanna Cassese, Elena Baralis, Marco Mellia, Silvia Casagrande, Martina Tamburini
Exploring energy performance certificates through visualization. EDBT/ICDT Workshops (2019)
Martino Trevisan, Idilio Drago, Marco Mellia
PAIN: A Passive Web performance indicator for ISPs. Comput. Networks 149 (2019)
Francesca Soro, Idilio Drago, Martino Trevisan, Marco Mellia, João M. Ceron, José J. Santanna
Are Darknets All The Same? On Darknet Visibility for Security Monitoring. LANMAN (2019)
Dena Markudova, Elena Baralis, Luca Cagliero, Marco Mellia, Luca Vassio, Elvio Gilberto Amparore, Riccardo Loti, Lucia Salvatori
Heterogeneous Industrial Vehicle Usage Predictions: A Real Case. EDBT/ICDT Workshops (2019)
Martino Trevisan, Stefano Traverso, Eleonora Bassi, Marco Mellia
4 Years of EU Cookie Law: Results and Lessons Learned. Proc. Priv. Enhancing Technol. 2019 (2) (2019)
Vincenzo Mancuso, Miguel Peón Quirós, Cise Midoglu, Mohamed Moulay, Vincenzo Comite, Andra Lutu, Özgü Alay, Stefan Alfredsson, Mohammad Rajiullah, Anna Brunström, Marco Mellia, Ali Safari Khatouni, Thomas Hirsch
Results from running an experiment as a service platform for mobile broadband networks in Europe. Comput. Commun. 133 (2019)
Zied Ben-Houidi, Giuseppe Scavo, Stefano Traverso, Renata Teixeira, Marco Mellia, Soumen Ganguly
The News We Like Are Not the News We Visit: News Categories Popularity in Usage Data. ICWSM (2019)
Michele Cocca, Danilo Giordano, Marco Mellia, Luca Vassio
Free floating electric car sharing design: Data driven optimisation. Pervasive Mob. Comput. 55 (2019)
Matteo Nisi, Daniela Renga, Daniele Apiletti, Danilo Giordano, Tao Huang, Yang Zhang, Marco Mellia, Elena Baralis
Transparently Mining Data from a Medium-voltage Distribution Network: A Prognostic-diagnostic Analysis. EDBT/ICDT Workshops (2019)
Michele Cocca, Danilo Giordano, Marco Mellia, Luca Vassio
Free Floating Electric Car Sharing: A Data Driven Approach for System Design. IEEE Trans. Intell. Transp. Syst. 20 (12) (2019)
Andrea Morichetta, Marco Mellia
Clustering and evolutionary approach for longitudinal web traffic analysis. Perform. Evaluation 135 (2019)
Martino Trevisan, Luca Vassio, Idilio Drago, Marco Mellia, Fabricio Murai, Flavio V. D. de Figueiredo, Ana Paula Couto da Silva, Jussara M. Almeida
Towards Understanding Political Interactions on Instagram. HT (2019)
Martino Trevisan, Danilo Giordano, Idilio Drago, Marco Mellia, Maurizio M. Munafò
Five years at the edge: watching internet from the ISP network. CoNEXT (2018)
Luca Vassio, Idilio Drago, Marco Mellia, Zied Ben-Houidi, Mohamed Lamine Lamali
You, the Web, and Your Device: Longitudinal Characterization of Browsing Habits. ACM Trans. Web 12 (4) (2018)
Flavio Giobergia, Elena Baralis, Maria Camuglia, Tania Cerquitelli, Marco Mellia, Alessandra Neri, Davide Tricarico, Alessia Tuninetti
Mining Sensor Data for Predictive Maintenance in the Automotive Industry. DSAA (2018)
Marco Aldinucci, Sergio Rabellino, Marco Pironti, Filippo Spiga, Paolo Viviani, Maurizio Drocco, Marco Guerzoni, Guido Boella, Marco Mellia, Paolo Margara, Idilio Drago, Roberto Marturano, Guido Marchetto, Elio Piccolo, Stefano Bagnasco, Stefano Lusso, Sara Vallero, Giuseppe Attardi, Alex Barchiesi, Alberto Colla, Fulvio Galeazzi
HPC4AI: an AI-on-demand federated platform endeavour. CF (2018)
Martino Trevisan, Idilio Drago, Marco Mellia, Han Hee Song, Mario Baldi
AWESoME: Big Data for Automatic Web Service Management in SDN. IEEE Trans. Netw. Serv. Manag. 15 (1) (2018)

Marco Mellia.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Marco Mellia