Idilio Drago

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 69

Top Topics

Content Sharing

Traffic Monitoring

Video Streaming

Bandwidth Consumption

Top Venues

IEEE Trans. Netw. Serv. Manag.

EuroS&P Workshops

Comput. Networks

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)
Damiano Ravalico, Rodolfo V. Valentim, Martino Trevisan, Idilio Drago
Can Blocklists Explain Darknet Traffic? TMA (2024)
Luca Gioacchini, Idilio Drago, Marco Mellia, Zied Ben-Houidi, Dario Rossi
Generic Multi-modal Representation Learning for Network Traffic Analysis. 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)
Rodolfo Vieira Valentim, Idilio Drago, Martino Trevisan, Marco Mellia
URLGEN - Toward Automatic URL Generation Using GANs. IEEE Trans. Netw. Serv. Manag. 20 (3) (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)
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)
Martino Trevisan, Idilio Drago, Paul Schmitt, Francesco Bronzino
Measuring the Performance of iCloud Private Relay. PAM (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)
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)
Matteo Boffa, Giulia Milan, Luca Vassio, Idilio Drago, Marco Mellia, Zied Ben-Houidi
Towards NLP-based Processing of Honeypot Logs. EuroS&P Workshops (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)
Elvio G. Amparore, Marco Botta, Idilio Drago, Susanna Donatelli, Giuseppe Mazzone
Challenges for Driver Action Recognition with Face Masks. ITSC (2022)
Gianluca Perna, Martino Trevisan, Danilo Giordano, Idilio Drago
A first look at HTTP/3 adoption and performance. Comput. Commun. 187 (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)
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)
Martino Trevisan, Danilo Giordano, Idilio Drago, Ali Safari Khatouni
Measuring HTTP/3: Adoption and Performance. CoRR (2021)
Rodolfo V. Valentim, Idilio Drago, Martino Trevisan, Federico Cerutti, Marco Mellia
Augmenting phishing squatting detection with GANs. StudentWorkshop@CoNEXT (2021)
Glauber Dias Gonçalves, Idilio Drago, Alex Borges Vieira, Ana Paula Couto da Silva, Jussara Marques de Almeida
A Study of Costs and Benefits of Content Sharing in Personal Cloud Storage. J. Netw. Syst. Manag. 29 (3) (2021)
Thomas Favale, Martino Trevisan, Idilio Drago, Marco Mellia
α-MON: Traffic Anonymizer for Passive Monitoring. IEEE Trans. Netw. Serv. Manag. 18 (2) (2021)
Martino Trevisan, Danilo Giordano, Idilio Drago, Ali Safari Khatouni
Measuring HTTP/3: Adoption and Performance. MedComNet (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)
Giulia Milan, Luca Vassio, Idilio Drago, Marco Mellia
RL-IoT: Reinforcement Learning to Interact with IoT Devices. COINS (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)
Tommaso Rescio, Thomas Favale, Francesca Soro, Marco Mellia, Idilio Drago
DPI Solutions in Practice: Benchmark and Comparison. SP Workshops (2021)
Thiago A. Guarnieri, Idilio Drago, Ítalo Cunha, Breno Almeida, Jussara M. Almeida, Alex Borges Vieira
Modeling large-scale live video streaming client behavior. Multim. Syst. 27 (6) (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)
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)
Thomas Favale, Martino Trevisan, Idilio Drago, Marco Mellia
α-MON: Anonymized Passive Traffic Monitoring. ITC (2020)
Martino Trevisan, Francesca Soro, Marco Mellia, Idilio Drago, Ricardo Morla
Does domain name encryption increase users' privacy? Comput. Commun. Rev. 50 (3) (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)
Thomas Favale, Francesca Soro, Martino Trevisan, Idilio Drago, Marco Mellia
Campus traffic and e-Learning during COVID-19 pandemic. Comput. Networks 176 (2020)
Jawad Manzoor, Llorenç Cerdà-Alabern, Ramin Sadre, Idilio Drago
On the Performance of QUIC over Wireless Mesh Networks. J. Netw. Syst. Manag. 28 (4) (2020)
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)
Jawad Manzoor, Llorenç Cerdà-Alabern, Ramin Sadre, Idilio Drago
Improving Performance of QUIC in WiFi. WCNC (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)
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)
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)
Martino Trevisan, Idilio Drago
Robust URL Classification With Generative Adversarial Networks. SIGMETRICS Perform. Evaluation Rev. 46 (3) (2018)
Felipe Rooke, Victor Aquiles Alencar, Alex Borges Vieira, Jussara M. Almeida, Idilio Drago
Characterizing Usage Patterns and Service Demand of a Two-Way Car-Sharing System. BiDU@VLDB (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)
Martino Trevisan, Idilio Drago, Marco Mellia
Measuring Web Speed From Passive Traces. ANRW (2018)
Jawad Manzoor, Ramin Sadre, Idilio Drago, Llorenç Cerdà-Alabern
Is There a Case for Parallel Connections with Modern Web Protocols? Networking (2018)
Luca Vassio, Idilio Drago, Marco Mellia, Zied Ben-Houidi, Mohamed Lamine Lamali
You, the Web and Your Device: Longitudinal Characterization of Browsing Habits. CoRR (2018)
Jawad Manzoor, Idilio Drago, Ramin Sadre
How HTTP/2 is changing web traffic and how to detect it. TMA (2017)
Enrico Bocchi, Idilio Drago, Marco Mellia
Personal Cloud Storage Benchmarks and Comparison. IEEE Trans. Cloud Comput. 5 (4) (2017)
Glauber D. Gonçalves, Alex Borges Vieira, Idilio Drago, Ana Paula Couto da Silva, Jussara M. Almeida
Cost-Benefit Tradeoffs of Content Sharing in Personal Cloud Storage. MASCOTS (2017)
Martino Trevisan, Idilio Drago, Marco Mellia
PAIN: A Passive Web Speed Indicator for ISPs. Internet-QoE@SIGCOMM (2017)
Thiago A. Guarnieri, Idilio Drago, Alex Borges Vieira, Ítalo Cunha, Jussara M. Almeida
Characterizing QoE in Large-Scale Live Streaming. GLOBECOM (2017)
Martino Trevisan, Idilio Drago, Marco Mellia, Maurizio M. Munafò
Automatic detection of DNS manipulations. IEEE BigData (2017)
Martino Trevisan, Idilio Drago, Marco Mellia
Impact of Access Speed on Adaptive Video Streaming Quality: A Passive Perspective. Internet-QoE@SIGCOMM (2016)
Martino Trevisan, Idilio Drago, Marco Mellia, Han Hee Song, Mario Baldi
WHAT: A big data approach for accounting of modern web services. IEEE BigData (2016)
Martino Trevisan, Idilio Drago, Marco Mellia, Maurizio M. Munafò
Towards web service classification using addresses and DNS. IWCMC (2016)
Glauber D. Gonçalves, Idilio Drago, Ana Paula Couto da Silva, Alex Borges Vieira, Jussara M. Almeida
The Impact of Content Sharing on Cloud Storage Bandwidth Consumption. IEEE Internet Comput. 20 (4) (2016)
Idilio Drago, Fabio Ricciato, Ramin Sadre
Report from the 6th PhD School on Traffic Monitoring and Analysis (TMA). Comput. Commun. Rev. 46 (4) (2016)
Jawad Manzoor, Idilio Drago, Ramin Sadre
The curious case of parallel connections in HTTP/2. CNSM (2016)
Glauber D. Gonçalves, Idilio Drago, Alex Borges Vieira, Ana Paula Couto da Silva, Jussara M. Almeida, Marco Mellia
Workload models and performance evaluation of cloud storage services. Comput. Networks 109 (2016)
Luca Vassio, Idilio Drago, Marco Mellia
Detecting user actions from HTTP traces: Toward an automatic approach. IWCMC (2016)
Glauber Dias Gonçalves, Idilio Drago, Alex Borges Vieira, Ana Paula Couto da Silva, Jussara Marques de Almeida
Analysing Costs and Benefits of Content Sharing in Cloud Storage. LANCOMM@SIGCOMM (2016)
Glauber D. Gonçalves, Idilio Drago, Ana Paula Couto da Silva, Alex Borges Vieira, Jussara Marques de Almeida
Analyzing the Impact of Dropbox Content Sharing on an Academic Network. SBRC (2015)
Idilio Drago, Rick Hofstede, Ramin Sadre, Anna Sperotto, Aiko Pras
Measuring Cloud Service Health Using NetFlow/IPFIX: The WikiLeaks Case. J. Netw. Syst. Manag. 23 (1) (2015)
Enrico Bocchi, Idilio Drago, Marco Mellia
Personal cloud storage: Usage, performance and impact of terminals. CloudNet (2015)
Glauber D. Gonçalves, Idilio Drago, Ana Paula Couto da Silva, Alex Borges Vieira, Jussara M. Almeida
Modeling the Dropbox client behavior. ICC (2014)
Rick Hofstede, Pavel Celeda, Brian Trammell, Idilio Drago, Ramin Sadre, Anna Sperotto, Aiko Pras
Flow Monitoring Explained: From Packet Capture to Data Analysis With NetFlow and IPFIX. IEEE Commun. Surv. Tutorials 16 (4) (2014)
Glauber D. Gonçalves, Idilio Drago, Ana Paula Couto da Silva, Jussara M. Almeida, Alex Borges Vieira
Characterizing and Modeling the Dropbox Workload. SBRC (2014)
Idilio Drago, Ricardo de Oliveira Schmidt, Rick Hofstede, Anna Sperotto, Morteza Karimzadeh, Boudewijn R. Haverkort, Aiko Pras
Networking for the Cloud: Challenges and Trends. Prax. Inf.verarb. Kommun. 36 (4) (2013)
Idilio Drago, Enrico Bocchi, Marco Mellia, Herman Slatman, Aiko Pras
Benchmarking personal cloud storage. Internet Measurement Conference (2013)
Rick Hofstede, Idilio Drago, Anna Sperotto, Ramin Sadre, Aiko Pras
Measurement Artifacts in NetFlow Data. PAM (2013)
Idilio Drago, Marco Mellia, Maurizio M. Munafò, Anna Sperotto, Ramin Sadre, Aiko Pras
Inside dropbox: understanding personal cloud storage services. Internet Measurement Conference (2012)
Idilio Drago, Rafael Ramos Regis Barbosa, Ramin Sadre, Aiko Pras, Jürgen Schönwälder
Report of the Second Workshop on the Usage of NetFlow/IPFIX in Network Management. J. Netw. Syst. Manag. 19 (2) (2011)
Idilio Drago, Ramin Sadre, Aiko Pras
Report of the Third Workshop on the Usage of NetFlow/IPFIX in Network Management. J. Netw. Syst. Manag. 19 (4) (2011)
Rick Hofstede, Idilio Drago, Giovane Cesar Moreira Moura, Aiko Pras
Carrier Ethernet OAM: An Overview and Comparison to IP OAM. AIMS (2011)
Rick Hofstede, Idilio Drago, Anna Sperotto, Aiko Pras
Flow Monitoring Experiences at the Ethernet-Layer. EUNICE (2011)
Idilio Drago, Aiko Pras
Scalable Service Performance Monitoring. AIMS (2010)
Fábio Fabris, Idilio Drago, Flávio Miguel Varejão
A Multi-measure Nearest Neighbor Algorithm for Time Series Classification. IBERAMIA (2008)