Marco Mellia
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
95
Venues
27
Active years
2000–2025
Best venue rank
A*
Where they publish
- BGLOBECOM15 papers
- A*INFOCOM15 papers
- A*SIGCOMM8 papers
- ACoNEXT8 papers
- AIMC6 papers
- BEDBT6 papers
- A*MOBICOM4 papers
- BIWCMC4 papers
- AICDCS3 papers
- CLANMAN3 papers
- BNetworking3 papers
- AICWSM2 papers
- A*WWW2 papers
- BIM2 papers
- BPAM2 papers
- A*EMNLP1 paper
- A*KDD1 paper
- A*SP1 paper
- BDSAA1 paper
- BSmartComp1 paper
- CUIC1 paper
- BLCN1 paper
- CWoWMoM1 paper
- BICCCN1 paper
- A*NDSS1 paper
- BNOSSDAV1 paper
- A*SIGMETRICS1 paper
Papers
95 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | EMNLP | AutoPenBench: A Vulnerability Testing Benchmark for Generative Agents. | Luca Gioacchini, Alexander Delsanto, Idilio Drago, Marco Mellia, Giuseppe Siracusano, Roberto Bifulco |
| 2025 | IMC | Poster: The Potential of Erroneous Outbound Traffic Analysis to Unveil Silent Internal Anomalies. | Andrea Sordello, Zhihao Wang, Kai Huang, Alessandro Cornacchia, Marco Mellia |
| 2025 | ICWSM | Join the Chat: How Curiosity Sparks Participation in Telegram Groups. | Giordano Paoletti, Jussara M. Almeida, Luca Vassio, Marcos Andr Gonalves, Marco Mellia |
| 2025 | KDD | MAD: Multicriteria Anomaly Detection of Suspicious Financial Accounts from Billions of Cash Transactions. | Giordano Paoletti, Flavio Giobergia, Danilo Giordano, Luca Cagliero, Silvia Ronchiadin, Dario Moncalvo, Marco Mellia, Elena Baralis |
| 2025 | WWW | Topic-wise Exploration of the Telegram Group-verse. | Alessandro Perlo, Giordano Paoletti, Nikhil Jha, Luca Vassio, Jussara M. Almeida, Marco Mellia |
| 2025 | SIGCOMM | The Sweet Danger of Sugar: Debunking Representation Learning for Encrypted Traffic Classification. | Yuqi Zhao, Giovanni Dettori, Matteo Boffa, Luca Vassio, Marco Mellia |
| 2024 | CoNEXT | A First View of Topics API Usage in the Wild. | Alberto Verna, Nikhil Jha, Martino Trevisan, Marco Mellia |
| 2024 | ICDCS | Incremental Federated Host Embeddings for Network Telescopes Traffic Analysis. | Kai Huang, Luca Gioacchini, Marco Mellia, Luca Vassio |
| 2023 | EDBT | Recommendation Systems in Libraries: an Application with Heterogeneous Data Sources. | Alessandro Speciale, Greta Vallero, Luca Vassio, Marco Mellia |
| 2022 | CoNEXT | On using pretext tasks to learn representations from network logs. | Matteo Boffa, Luca Vassio, Marco Mellia, Idilio Drago, Giulia Milan, Zied Ben-Houidi, Dario Rossi |
| 2022 | IMC | When satellite is all you have: watching the internet from 550 ms. | Daniel Perdices, Gianluca Perna, Martino Trevisan, Danilo Giordano, Marco Mellia |
| 2021 | CoNEXT | DarkVec: automatic analysis of darknet traffic with word embeddings. | Luca Gioacchini, Luca Vassio, Marco Mellia, Idilio Drago, Zied Ben-Houidi, Dario Rossi |
| 2021 | CoNEXT | Augmenting phishing squatting detection with GANs. | Rodolfo V. Valentim, Idilio Drago, Martino Trevisan, Federico Cerutti, Marco Mellia |
| 2021 | SP | DPI Solutions in Practice: Benchmark and Comparison. | Tommaso Rescio, Thomas Favale, Francesca Soro, Marco Mellia, Idilio Drago |
| 2020 | EDBT | Machine Learning Supported Next-Maintenance Prediction for Industrial Vehicles. | Sachit Mishra, Luca Vassio, Luca Cagliero, Marco Mellia, Elena Baralis, Riccardo Loti, Lucia Salvatori |
| 2020 | EDBT | Regular Pattern and Anomaly Detection on Corporate Transaction Time Series. | Francesca Soro, Marco Mellia, Nicolo Russo |
| 2019 | CoNEXT | EXPLAIN-IT: Towards Explainable AI for Unsupervised Network Traffic Analysis. | Andrea Morichetta, Pedro Casas, Marco Mellia |
| 2019 | EDBT | Exploring energy performance certificates through visualization. | Tania Cerquitelli, Evelina Di Corso, Stefano Proto, Alfonso Capozzoli, Fabio Bellotti, Maria Giovanna Cassese, Elena Baralis, Marco Mellia, Silvia Casagrande, Martina Tamburini |
| 2019 | EDBT | Heterogeneous Industrial Vehicle Usage Predictions: A Real Case. | Dena Markudova, Elena Baralis, Luca Cagliero, Marco Mellia, Luca Vassio, Elvio Gilberto Amparore, Riccardo Loti, Lucia Salvatori |
| 2019 | EDBT | Transparently Mining Data from a Medium-voltage Distribution Network: A Prognostic-diagnostic Analysis. | Matteo Nisi, Daniela Renga, Daniele Apiletti, Danilo Giordano, Tao Huang, Yang Zhang, Marco Mellia, Elena Baralis |
| 2019 | IM | Data Analysis and Modelling of Users' Behavior on the Web. | Luca Vassio, Marco Mellia |
| 2019 | IM | Mining Patterns in Mobile Network Logs. | Golnazsadat Zargarian, Luca Vassio, Maurizio M. Munaf, Marco Mellia |
| 2019 | ICWSM | The News We Like Are Not the News We Visit: News Categories Popularity in Usage Data. | Zied Ben-Houidi, Giuseppe Scavo, Stefano Traverso, Renata Teixeira, Marco Mellia, Soumen Ganguly |
| 2019 | LANMAN | Are Darknets All The Same? On Darknet Visibility for Security Monitoring. | Francesca Soro, Idilio Drago, Martino Trevisan, Marco Mellia, Joo M. Ceron, Jos Jair Santanna |
| 2019 | WWW | Web Experience in Mobile Networks: Lessons from Two Million Page Visits. | Mohammad Rajiullah, Andra Lutu, Ali Safari Khatouni, Mah-Rukh Fida, Marco Mellia, Anna Brunstrm, zg Alay, Stefan Alfredsson, Vincenzo Mancuso |
| 2018 | CoNEXT | Five years at the edge: watching internet from the ISP network. | Martino Trevisan, Danilo Giordano, Idilio Drago, Marco Mellia, Maurizio M. Munaf |
| 2018 | DSAA | Mining Sensor Data for Predictive Maintenance in the Automotive Industry. | Flavio Giobergia, Elena Baralis, Maria Camuglia, Tania Cerquitelli, Marco Mellia, Alessandra Neri, Davide Tricarico, Alessia Tuninetti |
| 2018 | MOBICOM | Experience: Implications of Roaming in Europe. | Anna Maria Mandalari, Andra Lutu, Ana Custura, Ali Safari Khatouni, zg Alay, Marcelo Bagnulo, Vaibhav Bajpai, Anna Brunstrm, Jrg Ott, Marco Mellia, Gorry Fairhurst |
| 2018 | SmartComp | Free Floating Electric Car Sharing in Smart Cities: Data Driven System Dimensioning. | Michele Cocca, Danilo Giordano, Marco Mellia, Luca Vassio |
| 2017 | LANMAN | Adaptive schedulers for deadline-constrained content upload from mobile multihomed vehicles. | Ali Safari Khatouni, Marco Ajmone Marsan, Marco Mellia, Reza Rejaie |
| 2017 | MOBICOM | Experience: An Open Platform for Experimentation with Commercial Mobile Broadband Networks. | zg Alay, Andra Lutu, Miguel Pen-Quirs, Vincenzo Mancuso, Thomas Hirsch, Kristian Evensen, Audun Fosselie Hansen, Stefan Alfredsson, Jonas Karlsson, Anna Brunstrm, Ali Safari Khatouni, Marco Mellia, Marco Ajmone Marsan |
| 2017 | MOBICOM | Results from Running an Experiment as a Service Platform for Mobile Networks. | Miguel Pen-Quirs, Vincenzo Mancuso, Vincenzo Comite, Andra Lutu, zg Alay, Stefan Alfredsson, Jonas Karlsson, Anna Brunstrm, Marco Mellia, Ali Safari Khatouni, Thomas Hirsch |
| 2017 | PAM | The Web, the Users, and the MOS: Influence of HTTP/2 on User Experience. | Enrico Bocchi, Luca De Cicco, Marco Mellia, Dario Rossi |
| 2017 | SIGCOMM | PAIN: A Passive Web Speed Indicator for ISPs. | Martino Trevisan, Idilio Drago, Marco Mellia |
| 2017 | SIGCOMM | Users' Fingerprinting Techniques from TCP Traffic. | Luca Vassio, Danilo Giordano, Martino Trevisan, Marco Mellia, Ana Paula Couto da Silva |
| 2017 | UIC | UMAP: Urban mobility analysis platform to harvest car sharing data. | Alessandro Ciociola, Michele Cocca, Danilo Giordano, Marco Mellia, Andrea Morichetta, Andrian Putina, Flavia Salutari |
| 2016 | GLOBECOM | Performance Comparison and Optimization of ICN Prototypes. | Ali Safari Khatouni, Marco Mellia, Luca Venturini, Diego Perino, Massimo Gallo |
| 2016 | INFOCOM | Delay tolerant video upload from public vehicles. | Ali Safari Khatouni, Marco Ajmone Marsan, Marco Mellia |
| 2016 | INFOCOM | Video upload from public transport vehicles using multihomed systems. | Ali Safari Khatouni, Marco Ajmone Marsan, Marco Mellia |
| 2016 | IWCMC | Towards web service classification using addresses and DNS. | Martino Trevisan, Idilio Drago, Marco Mellia, Maurizio M. Munaf |
| 2016 | IWCMC | Detecting user actions from HTTP traces: Toward an automatic approach. | Luca Vassio, Idilio Drago, Marco Mellia |
| 2016 | LCN | On the Analysis of Internet Paths with DisNETPerf, a Distributed Paths Performance Analyzer. | Sarah Wassermann, Pedro Casas, Benoit Donnet, Guy Leduc, Marco Mellia |
| 2016 | MOBICOM | MONROE, a distributed platform to measure and assess mobile broadband networks: demo. | zg Alay, Andra Lutu, Rafael Garca, Miguel Pen-Quirs, Vincenzo Mancuso, Thomas Hirsch, Tobias Dely, Jonas Werme, Kristian Evensen, Audun Fosselie Hansen, Stefan Alfredsson, Jonas Karlsson, Anna Brunstrm, Ali Safari Khatouni, Marco Mellia, Marco Ajmone Marsan, Roberto Monno, Hkon Lnsethagen |
| 2016 | SIGCOMM | Big-DAMA: Big Data Analytics for Network Traffic Monitoring and Analysis. | Pedro Casas, Alessandro D'Alconzo, Tanja Zseby, Marco Mellia |
| 2016 | SIGCOMM | An Educated Guess on QoE in Operational Networks through Large-Scale Measurements. | Pedro Casas, Bruno Gardlo, Raimund Schatz, Marco Mellia |
| 2016 | SIGCOMM | Impact of Access Speed on Adaptive Video Streaming Quality: A Passive Perspective. | Martino Trevisan, Idilio Drago, Marco Mellia |
| 2016 | WoWMoM | Measuring and assessing mobile broadband networks with MONROE. | zg Alay, Andra Lutu, Rafael Garca, Miguel Pen-Quirs, Vincenzo Mancuso, Thomas Hirsch, Tobias Dely, Jonas Werme, Kristian Evensen, Audun Fosselie Hansen, Stefan Alfredsson, Jonas Karlsson, Anna Brunstrm, Ali Safari Khatouni, Marco Mellia, Marco Ajmone Marsan, Roberto Monno, Hkon Lnsethagen |
| 2015 | GLOBECOM | Unsupervised Detection of Web Trackers. | Hassan Metwalley, Stefano Traverso, Marco Mellia |
| 2015 | ICCCN | Network Connectivity Graph for Malicious Traffic Dissection. | Enrico Bocchi, Luigi Grimaudo, Marco Mellia, Elena Baralis, Sabyasachi Saha, Stanislav Miskovic, Gaspar Modelo-Howard, Sung-Ju Lee |
| 2015 | ICDCS | Systematic Mining of Associated Server Herds for Malware Campaign Discovery. | Jialong Zhang, Sabyasachi Saha, Guofei Gu, Sung-Ju Lee, Marco Mellia |
| 2015 | IWCMC | Impact of Carrier-Grade NAT on web browsing. | Enrico Bocchi, Ali Safari Khatouni, Stefano Traverso, Alessandro Finamore, Valeria Di Gennaro, Marco Mellia, Maurizio M. Munaf, Dario Rossi |
| 2015 | Networking | Automatic protocol field inference for deeper protocol understanding. | Ignacio Bermudez, Alok Tongaonkar, Marios Iliofotou, Marco Mellia, Maurizio M. Munaf |
| 2015 | SIGCOMM | What has Worked and What Won't Work in Crowdsourcing. | David D. Clark, Renata Teixeira, Marco Mellia |
| 2014 | CoNEXT | The Cost of the "S" in HTTPS. | David Naylor, Alessandro Finamore, Ilias Leontiadis, Yan Grunenberger, Marco Mellia, Maurizio M. Munaf, Konstantina Papagiannaki, Peter Steenkiste |
| 2014 | NDSS | Nazca: Detecting Malware Distribution in Large-Scale Networks. | Luca Invernizzi, Stanislav Miskovic, Ruben Torres, Christopher Kruegel, Sabyasachi Saha, Giovanni Vigna, Sung-Ju Lee, Marco Mellia |
| 2014 | PAM | Scalable Accurate Consolidation of Passively Measured Statistical Data. | Silvia Colabrese, Dario Rossi, Marco Mellia |
| 2013 | CoNEXT | Is there a case for mobile phone content pre-staging? | Alessandro Finamore, Marco Mellia, Zafar Gilani, Konstantina Papagiannaki, Vijay Erramilli, Yan Grunenberger |
| 2013 | IMC | Benchmarking personal cloud storage. | Idilio Drago, Enrico Bocchi, Marco Mellia, Herman Slatman, Aiko Pras |
| 2013 | INFOCOM | Exploring the cloud from passive measurements: The Amazon AWS case. | Ignacio Bermudez, Stefano Traverso, Marco Mellia, Maurizio M. Munaf |
| 2013 | INFOCOM | Self-learning classifier for Internet traffic. | Luigi Grimaudo, Marco Mellia, Elena Baralis, Ram Keralapura |
| 2013 | INFOCOM | Self-Learning Classifier for Internet traffic. | Luigi Grimaudo, Marco Mellia, Elena Baralis, Ram Keralapura |
| 2012 | IMC | DNS to the rescue: discerning content and services in a tangled web. | Ignacio Bermudez, Marco Mellia, Maurizio M. Munaf, Ram Keralapura, Antonio Nucci |
| 2012 | IMC | Inside dropbox: understanding personal cloud storage services. | Idilio Drago, Marco Mellia, Maurizio M. Munaf, Anna Sperotto, Ramin Sadre, Aiko Pras |
| 2012 | INFOCOM | Distributed algorithms for green IP networks. | Aruna Prem Bianzino, Luca Chiaraviglio, Marco Mellia |
| 2012 | IWCMC | Hierarchical learning for fine grained internet traffic classification. | Luigi Grimaudo, Marco Mellia, Elena Baralis |
| 2011 | GLOBECOM | Predicting ADSL Lines Data Rate Using Neural Network. | Florin Bota, Faheem Khuhawar, Marco Mellia, Maurizio M. Munaf |
| 2011 | ICDCS | Dissecting Video Server Selection Strategies in the YouTube CDN. | Ruben Torres, Alessandro Finamore, Jin Ryong Kim, Marco Mellia, Maurizio M. Munaf, Sanjay G. Rao |
| 2011 | IMC | YouTube everywhere: impact of device and infrastructure synergies on user experience. | Alessandro Finamore, Marco Mellia, Maurizio M. Munaf, Ruben Torres, Sanjay G. Rao |
| 2010 | GLOBECOM | Efficient Uplink Bandwidth Utilization in P2P-TV Streaming Systems. | Alessandra Carta, Marco Mellia, Michela Meo, Stefano Traverso |
| 2009 | INFOCOM | P2P-TV Systems under Adverse Network Conditions: A Measurement Study. | Eugenio Alessandria, Massimo Gallo, Emilio Leonardi, Marco Mellia, Michela Meo |
| 2009 | Networking | KISS: Stochastic Packet Inspection. | Alessandro Finamore, Marco Mellia, Michela Meo, Dario Rossi |
| 2009 | Networking | Accurate, Fine-Grained Classification of P2P-TV Applications by Simply Counting Packets. | Silvio Valenti, Dario Rossi, Michela Meo, Marco Mellia, Paola Bermolen |
| 2009 | NOSSDAV | Adaptive overlay topology for mesh-based P2P-TV systems. | Richard John Lobb, Ana Paula Couto da Silva, Emilio Leonardi, Marco Mellia, Michela Meo |
| 2009 | SIGMETRICS | Inferring undesirable behavior from P2P traffic analysis. | Ruben Torres, Mohammad Y. Hajjat, Sanjay G. Rao, Marco Mellia, Maurizio M. Munaf |
| 2008 | GLOBECOM | Understanding P2P-TV Systems Through Real Measurements. | Delia Ciullo, Marco Mellia, Michela Meo, Emilio Leonardi |
| 2008 | INFOCOM | Tracking Down Skype Traffic. | Dario Bonfiglio, Marco Mellia, Michela Meo, Nicolo Ritacca, Dario Rossi |
| 2007 | INFOCOM | Understanding VoIP from Backbone Measurements. | Robert Birke, Marco Mellia, Michele Petracca, Dario Rossi |
| 2007 | LANMAN | Measurements of Multicast Television over IP. | Kashif Imran, Marco Mellia, Michela Meo |
| 2007 | SIGCOMM | Revealing skype traffic: when randomness plays with you. | Dario Bonfiglio, Marco Mellia, Michela Meo, Dario Rossi, Paolo Tofanelli |
| 2006 | GLOBECOM | Scalable Layer-2/Layer-3 Multistage Switching Architectures for Software Routers. | Andrea Bianco, Jorge M. Finochietto, Giulio Galante, Marco Mellia, Davide Mazzucchi, Fabio Neri |
| 2005 | GLOBECOM | Web user session characterization via clustering techniques. | Andrea Bianco, Gianluca Mardente, Marco Mellia, Maurizio M. Munaf, Luca Muscariello |
| 2005 | INFOCOM | Joint optimal scheduling and routing for maximum network throughput. | Emilio Leonardi, Marco Mellia, Marco Ajmone Marsan, Fabio Neri |
| 2003 | GLOBECOM | User patience and the Web: a hands-on investigation. | Dario Rossi, Marco Mellia, Claudio Casetti |
| 2002 | GLOBECOM | Measuring IP and TCP behavior on edge nodes. | Marco Mellia, Andrea Carpani, Renato Lo Cigno |
| 2002 | GLOBECOM | An analytical framework for SLA admission control in a DiffServ domain. | Marco Mellia, Claudio Casetti, Gianluca Mardente, Marco Ajmone Marsan |
| 2002 | GLOBECOM | A simulation study of Web traffic over DiffServ networks. | Dario Rossi, Claudio Casetti, Marco Mellia |
| 2002 | INFOCOM | A New Class of QoS Routing Strategies Based on Network Graph Reduction. | Claudio Casetti, Renato Lo Cigno, Marco Mellia, Maurizio M. Munaf, Zoltn Zska |
| 2002 | INFOCOM | On the Throughput Achievable by Isolated and Interconnected Input-Queueing Switches under Multiclass Traffic. | Emilio Leonardi, Marco Mellia, Marco Ajmone Marsan, Fabio Neri |
| 2002 | INFOCOM | Exploiting OTDM technology in WDM networks. | Marco Mellia, Emilio Leonardi, Marco Feletig, Roberto Gaudino, Fabio Neri |
| 2001 | GLOBECOM | A realistic model to evaluate routing algorithms in the Internet. | Claudio Casetti, Renato Lo Cigno, Marco Mellia, Maurizio M. Munaf, Zoltn Zska |
| 2001 | GLOBECOM | TCP Smart-Framing: using smart segments to enhance the performance of TCP. | Marco Mellia, Michela Meo, Claudio Casetti |
| 2001 | GLOBECOM | Optimal design of logical topologies in wavelength-routed optical networks with multicast traffic. | Marco Mellia, Antonio Nucci, Andrea Grosso, Emilio Leonardi, Marco Ajmone Marsan |
| 2001 | GLOBECOM | Packet marking for Web traffic in networks with RIO routers. | Marco Mellia, Ion Stoica, Hui Zhang |
| 2001 | INFOCOM | Bounds on Average Delays and Queue Size Averages and Variances in Input-Queued Cell-Based Switches. | Emilio Leonardi, Marco Mellia, Fabio Neri, Marco Ajmone Marsan |
| 2000 | INFOCOM | On the Stability of Input-Buffer Cell Switches with Speed-Up. | Marco Ajmone Marsan, Emilio Leonardi, Marco Mellia, Fabio Neri |