Idilio Drago

103 papers A 5B 10C 1Journal 48Unranked 37
YearRankTypeTitle / Venue / Authors
2026 J jnl
Building realistic cybersecurity datasets through a edge cloud testbed with cost-aware monitoring.
Comput. Networks
Willen Borges Coelho, Giovanni V. Comarela, Rodolfo Vieira Valentim, Idilio Drago, Rodolfo da Silva Villaça
2026 J jnl
Improving Generalization on Cybersecurity Tasks with Multi-Modal Contrastive Learning.
CoRR
Jianan Huang, Rodolfo V. Valentim, Luca Vassio, Matteo Boffa, Marco Mellia, Idilio Drago, Dario Rossi
2026 J jnl
Towards Agentic Honeynet Configuration.
CoRR
Federico Mirra, Matteo Boffa, Idilio Drago, Danilo Giordano, Marco Mellia
2025 J jnl
ARBITER: AI-Driven Filtering for Role-Based Access Control.
CoRR
Michele Lorenzo, Idilio Drago, Dario Salvadori, Fabio Romolo Vayr
2025 — conf
AutoPenBench: A Vulnerability Testing Benchmark for Generative Agents.
EMNLP (Industry Track)
Luca Gioacchini, Alexander Delsanto, Idilio Drago, Marco Mellia, Giuseppe Siracusano, Roberto Bifulco
2025 J jnl
ChamaleoNet: Programmable Passive Probe for Enhanced Visibility on Erroneous Traffic.
CoRR
Zhihao Wang, Alessandro Cornacchia, Andrea Bianco, Idilio Drago, Paolo Giaccone, Dingde Jiang, Marco Mellia
2025 B conf
Energy-Efficient DNNs on FPGAs for Edge-Cloud Computer Vision.
FPL
Qaisar Farooq, Idilio Drago
2025 J jnl
Holoscope: Open and Lightweight Distributed Telescope & Honeypot Platform.
CoRR
Andrea Sordello, Marco Mellia, Idilio Drago, Rodolfo V. Valentim, Francesco Musumeci, Massimo Tornatore, Federico Cerutti, Martino Trevisan, Alessio Botta, Willen Borges Coelho
2025 — conf
On LLM Embeddings for Vulnerability Management.
TMA
Rustam Talibzade, Francesco Bergadano, Idilio Drago
2025 — conf
On Using LLMs for Vulnerability Classification.
LAMPS@CCS
Rustam Talibzade, Idilio Drago, Francesco Bergadano
2025 J jnl
OntoLogX: Ontology-Guided Knowledge Graph Extraction from Cybersecurity Logs with Large Language Models.
CoRR
Luca Cotti, Idilio Drago, Anisa Rula, Devis Bianchini, Federico Cerutti
2025 — conf
Poster - Reconnaissance via Certificate Transparency Logs: Exposing Self-Hosted Web Applications.
CoNEXT (Short Papers)
Damiano Ravalico, Martino Trevisan, Idilio Drago
2025 — conf
Towards Cyber Resilience against APTs.
ITASEC/SERICS
Alessandro Gaudenzi, Lorenzo Nodari, Rodolfo V. Valentim, Danilo Giordano, Idilio Drago, Alessandra Russo, Federico Cerutti
2024 J jnl
AutoPenBench: Benchmarking Generative Agents for Penetration Testing.
CoRR
Luca Gioacchini, Marco Mellia, Idilio Drago, Alexander Delsanto, Giuseppe Siracusano, Roberto Bifulco
2024 — conf
Can Blocklists Explain Darknet Traffic?
TMA
Damiano Ravalico, Rodolfo V. Valentim, Martino Trevisan, Idilio Drago
2024 J jnl
Cross-Network Embeddings Transfer for Traffic Analysis.
IEEE Trans. Netw. Serv. Manag.
Luca Gioacchini, Marco Mellia, Luca Vassio, Idilio Drago, Giulia Milan, Zied Ben-Houidi, Dario Rossi
2024 — conf
Explainable Stacking Models based on Complementary Traffic Embeddings.
EuroS&P Workshops
Luca Gioacchini, Welton Santos, Barbara Lopes, Idilio Drago, Marco Mellia, Jussara M. Almeida, Marcos André Gonçalves
2024 J jnl
Generic Multi-modal Representation Learning for Network Traffic Analysis.
CoRR
Luca Gioacchini, Idilio Drago, Marco Mellia, Zied Ben-Houidi, Dario Rossi
2024 J jnl
LogPrécis: Unleashing language models for automated malicious log analysis.
Comput. Secur.
Matteo Boffa, Idilio Drago, Marco Mellia, Luca Vassio, Danilo Giordano, Rodolfo V. Valentim, Zied Ben-Houidi
2024 J jnl
X-squatter: AI Multilingual Generation of Cross-Language Sound-squatting.
ACM Trans. Priv. Secur.
Rodolfo Vieira Valentim, Idilio Drago, Marco Mellia, Federico Cerutti
2023 J jnl
Attacking DoH and ECH: Does Server Name Encryption Protect Users' Privacy?
ACM Trans. Internet Techn.
Martino Trevisan, Francesca Soro, Marco Mellia, Idilio Drago, Ricardo Morla
2023 J jnl
Enlightening the Darknets: Augmenting Darknet Visibility With Active Probes.
IEEE Trans. Netw. Serv. Manag.
Francesca Soro, Thomas Favale, Danilo Giordano, Idilio Drago, Tommaso Rescio, Marco Mellia, Zied Ben-Houidi, Dario Rossi
2023 J jnl
LogPrécis: Unleashing Language Models for Automated Shell Log Analysis.
CoRR
Matteo Boffa, Rodolfo Vieira Valentim, Luca Vassio, Danilo Giordano, Idilio Drago, Marco Mellia, Zied Ben-Houidi
2023 — conf
Lost in Translation: AI-based Generator of Cross-Language Sound-squatting.
EuroS&P Workshops
Rodolfo V. Valentim, Idilio Drago, Marco Mellia, Federico Cerutti
2023 B conf
Measuring the Performance of iCloud Private Relay.
PAM
Martino Trevisan, Idilio Drago, Paul Schmitt, Francesco Bronzino
2023 J jnl
Sound-skwatter (Did You Mean: Sound-squatter?) AI-powered Generator for Phishing Prevention.
CoRR
Rodolfo V. Valentim, Idilio Drago, Marco Mellia, Federico Cerutti
2023 J jnl
URLGEN - Toward Automatic URL Generation Using GANs.
IEEE Trans. Netw. Serv. Manag.
Rodolfo Vieira Valentim, Idilio Drago, Martino Trevisan, Marco Mellia
2023 J jnl
i-DarkVec: Incremental Embeddings for Darknet Traffic Analysis.
ACM Trans. Internet Techn.
Luca Gioacchini, Luca Vassio, Marco Mellia, Idilio Drago, Zied Ben-Houidi, Dario Rossi
2022 J jnl
A first look at HTTP/3 adoption and performance.
Comput. Commun.
Gianluca Perna, Martino Trevisan, Danilo Giordano, Idilio Drago
2022 — conf
AI-based Sound-Squatting Attack Made Possible.
EuroS&P Workshops
Rodolfo V. Valentim, Idilio Drago, Federico Cerutti, Marco Mellia
2022 — conf
Challenges for Driver Action Recognition with Face Masks.
ITSC
Elvio G. Amparore, Marco Botta, Idilio Drago, Susanna Donatelli, Giuseppe Mazzone
2022 — conf
On using pretext tasks to learn representations from network logs.
NativeNI@CoNEXT
Matteo Boffa, Luca Vassio, Marco Mellia, Idilio Drago, Giulia Milan, Zied Ben-Houidi, Dario Rossi
2022 — conf
Towards NLP-based Processing of Honeypot Logs.
EuroS&P Workshops
Matteo Boffa, Giulia Milan, Luca Vassio, Idilio Drago, Marco Mellia, Zied Ben-Houidi
2022 — conf
What Scanners do at L7? Exploring Horizontal Honeypots for Security Monitoring.
EuroS&P Workshops
Thomas Favale, Danilo Giordano, Idilio Drago, Marco Mellia
2021 J jnl
A Study of Costs and Benefits of Content Sharing in Personal Cloud Storage.
J. Netw. Syst. Manag.
Glauber Dias Gonçalves, Idilio Drago, Alex Borges Vieira, Ana Paula Couto da Silva, Jussara Marques de Almeida
2021 — conf
Augmenting phishing squatting detection with GANs.
StudentWorkshop@CoNEXT
Rodolfo V. Valentim, Idilio Drago, Martino Trevisan, Federico Cerutti, Marco Mellia
2021 — conf
DPI Solutions in Practice: Benchmark and Comparison.
SP (Workshops)
Tommaso Rescio, Thomas Favale, Francesca Soro, Marco Mellia, Idilio Drago
2021 A conf
DarkVec: automatic analysis of darknet traffic with word embeddings.
CoNEXT
Luca Gioacchini, Luca Vassio, Marco Mellia, Idilio Drago, Zied Ben-Houidi, Dario Rossi
2021 — conf
Measuring HTTP/3: Adoption and Performance.
MedComNet
Martino Trevisan, Danilo Giordano, Idilio Drago, Ali Safari Khatouni
2021 J jnl
Measuring HTTP/3: Adoption and Performance.
CoRR
Martino Trevisan, Danilo Giordano, Idilio Drago, Ali Safari Khatouni
2021 J jnl
Modeling large-scale live video streaming client behavior.
Multim. Syst.
Thiago A. Guarnieri, Idilio Drago, Ítalo Cunha, Breno Almeida, Jussara M. Almeida, Alex Borges Vieira
2021 J jnl
On the Dynamics of Political Discussions on Instagram: A Network Perspective.
CoRR
Carlos H. G. Ferreira, Fabricio Murai, Ana P. C. Silva, Jussara M. Almeida, Martino Trevisan, Luca Vassio, Marco Mellia, Idilio Drago
2021 J jnl
On the dynamics of political discussions on Instagram: A network perspective.
Online Soc. Networks Media
Carlos H. G. Ferreira, Fabricio Murai, Ana P. C. Silva, Jussara M. Almeida, Martino Trevisan, Luca Vassio, Marco Mellia, Idilio Drago
2021 — conf
RL-IoT: Reinforcement Learning to Interact with IoT Devices.
COINS
Giulia Milan, Luca Vassio, Idilio Drago, Marco Mellia
2021 J jnl
RL-IoT: Reinforcement Learning to Interact with IoT Devices.
CoRR
Giulia Milan, Luca Vassio, Idilio Drago, Marco Mellia
2021 J jnl
α-MON: Traffic Anonymizer for Passive Monitoring.
IEEE Trans. Netw. Serv. Manag.
Thomas Favale, Martino Trevisan, Idilio Drago, Marco Mellia
2020 J jnl
A Survey on Big Data for Network Traffic Monitoring and Analysis.
CoRR
Alessandro D'Alconzo, Idilio Drago, Andrea Morichetta, Marco Mellia, Pedro Casas
2020 J jnl
Campus Traffic and e-Learning during COVID-19 Pandemic.
CoRR
Thomas Favale, Francesca Soro, Martino Trevisan, Idilio Drago, Marco Mellia
2020 J jnl
Campus traffic and e-Learning during COVID-19 pandemic.
Comput. Networks
Thomas Favale, Francesca Soro, Martino Trevisan, Idilio Drago, Marco Mellia
2020 J jnl
Does domain name encryption increase users' privacy?
Comput. Commun. Rev.
Martino Trevisan, Francesca Soro, Marco Mellia, Idilio Drago, Ricardo Morla
2020 J jnl
Five Years at the Edge: Watching Internet From the ISP Network.
IEEE/ACM Trans. Netw.
Martino Trevisan, Danilo Giordano, Idilio Drago, Maurizio M. Munafò, Marco Mellia
2020 J jnl
On the Performance of QUIC over Wireless Mesh Networks.
J. Netw. Syst. Manag.
Jawad Manzoor, Llorenç Cerdà-Alabern, Ramin Sadre, Idilio Drago
2020 — conf
Sensing the Noise: Uncovering Communities in Darknet Traffic.
MedComNet
Francesca Soro, Mauro Allegretta, Marco Mellia, Idilio Drago, Leandro M. Bertholdo
2020 — conf
Unveiling Community Dynamics on Instagram Political Network.
WebSci
Carlos Henrique Gomes Ferreira, Fabricio Murai, Ana Paula Couto da Silva, Jussara Marques de Almeida, Martino Trevisan, Luca Vassio, Idilio Drago, Marco Mellia
2020 A conf
α-MON: Anonymized Passive Traffic Monitoring.
ITC
Thomas Favale, Martino Trevisan, Idilio Drago, Marco Mellia
2019 J jnl
A Survey on Big Data for Network Traffic Monitoring and Analysis.
IEEE Trans. Netw. Serv. Manag.
Alessandro D'Alconzo, Idilio Drago, Andrea Morichetta, Marco Mellia, Pedro Casas
2019 C conf
Are Darknets All The Same? On Darknet Visibility for Security Monitoring.
LANMAN
Francesca Soro, Idilio Drago, Martino Trevisan, Marco Mellia, João M. Ceron, José Jair Santanna
2019 — ch.
Big Data in Computer Network Monitoring.
Encyclopedia of Big Data Technologies
Idilio Drago, Marco Mellia, Alessandro D'Alconzo
2019 B conf
Improving Performance of QUIC in WiFi.
WCNC
Jawad Manzoor, Llorenç Cerdà-Alabern, Ramin Sadre, Idilio Drago
2019 J jnl
PAIN: A Passive Web performance indicator for ISPs.
Comput. Networks
Martino Trevisan, Idilio Drago, Marco Mellia
2019 — conf
Towards Understanding Political Interactions on Instagram.
HT
Martino Trevisan, Luca Vassio, Idilio Drago, Marco Mellia, Fabricio Murai, Flavio Figueiredo, Ana Paula Couto da Silva, Jussara M. Almeida
2019 J jnl
Towards Understanding Political Interactions on Instagram.
CoRR
Martino Trevisan, Luca Vassio, Idilio Drago, Marco Mellia, Fabricio Murai, Flavio Figueiredo, Ana Paula Couto da Silva, Jussara M. Almeida
2018 J jnl
AWESoME: Big Data for Automatic Web Service Management in SDN.
IEEE Trans. Netw. Serv. Manag.
Martino Trevisan, Idilio Drago, Marco Mellia, Han Hee Song, Mario Baldi
2018 — conf
Characterizing Usage Patterns and Service Demand of a Two-Way Car-Sharing System.
BiDU@VLDB
Felipe Rooke, Victor Aquiles Alencar, Alex Borges Vieira, Jussara M. Almeida, Idilio Drago
2018 A conf
Five years at the edge: watching internet from the ISP network.
CoNEXT
Martino Trevisan, Danilo Giordano, Idilio Drago, Marco Mellia, Maurizio M. Munafò
2018 — conf
HPC4AI: an AI-on-demand federated platform endeavour.
CF
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
2018 B conf
Is There a Case for Parallel Connections with Modern Web Protocols?
Networking
Jawad Manzoor, Ramin Sadre, Idilio Drago, Llorenç Cerdà-Alabern
2018 — conf
Measuring Web Speed From Passive Traces.
ANRW
Martino Trevisan, Idilio Drago, Marco Mellia
2018 J jnl
Robust URL Classification With Generative Adversarial Networks.
SIGMETRICS Perform. Evaluation Rev.
Martino Trevisan, Idilio Drago
2018 J jnl
You, the Web and Your Device: Longitudinal Characterization of Browsing Habits.
CoRR
Luca Vassio, Idilio Drago, Marco Mellia, Zied Ben-Houidi, Mohamed Lamine Lamali
2018 J jnl
You, the Web, and Your Device: Longitudinal Characterization of Browsing Habits.
ACM Trans. Web
Luca Vassio, Idilio Drago, Marco Mellia, Zied Ben-Houidi, Mohamed Lamine Lamali
2017 — conf
Automatic detection of DNS manipulations.
IEEE BigData
Martino Trevisan, Idilio Drago, Marco Mellia, Maurizio M. Munafò
2017 B conf
Characterizing QoE in Large-Scale Live Streaming.
GLOBECOM
Thiago A. Guarnieri, Idilio Drago, Alex Borges Vieira, Ítalo Cunha, Jussara M. Almeida
2017 B conf
Cost-Benefit Tradeoffs of Content Sharing in Personal Cloud Storage.
MASCOTS
Glauber D. Gonçalves, Alex Borges Vieira, Idilio Drago, Ana Paula Couto da Silva, Jussara M. Almeida
2017 — conf
How HTTP/2 is changing web traffic and how to detect it.
TMA
Jawad Manzoor, Idilio Drago, Ramin Sadre
2017 — conf
PAIN: A Passive Web Speed Indicator for ISPs.
Internet-QoE@SIGCOMM
Martino Trevisan, Idilio Drago, Marco Mellia
2017 J jnl
Personal Cloud Storage Benchmarks and Comparison.
IEEE Trans. Cloud Comput.
Enrico Bocchi, Idilio Drago, Marco Mellia
2016 — conf
Analysing Costs and Benefits of Content Sharing in Cloud Storage.
LANCOMM@SIGCOMM
Glauber Dias Gonçalves, Idilio Drago, Alex Borges Vieira, Ana Paula Couto da Silva, Jussara Marques de Almeida
2016 B conf
Detecting user actions from HTTP traces: Toward an automatic approach.
IWCMC
Luca Vassio, Idilio Drago, Marco Mellia
2016 — conf
Impact of Access Speed on Adaptive Video Streaming Quality: A Passive Perspective.
Internet-QoE@SIGCOMM
Martino Trevisan, Idilio Drago, Marco Mellia
2016 J jnl
Report from the 6th PhD School on Traffic Monitoring and Analysis (TMA).
Comput. Commun. Rev.
Idilio Drago, Fabio Ricciato, Ramin Sadre
2016 J jnl
The Impact of Content Sharing on Cloud Storage Bandwidth Consumption.
IEEE Internet Comput.
Glauber D. Gonçalves, Idilio Drago, Ana Paula Couto da Silva, Alex Borges Vieira, Jussara M. Almeida
2016 B conf
The curious case of parallel connections in HTTP/2.
CNSM
Jawad Manzoor, Idilio Drago, Ramin Sadre
2016 B conf
Towards web service classification using addresses and DNS.
IWCMC
Martino Trevisan, Idilio Drago, Marco Mellia, Maurizio M. Munafò
2016 — conf
WHAT: A big data approach for accounting of modern web services.
IEEE BigData
Martino Trevisan, Idilio Drago, Marco Mellia, Han Hee Song, Mario Baldi
2016 J jnl
Workload models and performance evaluation of cloud storage services.
Comput. Networks
Glauber D. Gonçalves, Idilio Drago, Alex Borges Vieira, Ana Paula Couto da Silva, Jussara M. Almeida, Marco Mellia
2015 — conf
Analyzing the Impact of Dropbox Content Sharing on an Academic Network.
SBRC
Glauber D. Gonçalves, Idilio Drago, Ana Paula Couto da Silva, Alex Borges Vieira, Jussara Marques de Almeida
2015 J jnl
Measuring Cloud Service Health Using NetFlow/IPFIX: The WikiLeaks Case.
J. Netw. Syst. Manag.
Idilio Drago, Rick Hofstede, Ramin Sadre, Anna Sperotto, Aiko Pras
2015 — conf
Personal cloud storage: Usage, performance and impact of terminals.
CloudNet
Enrico Bocchi, Idilio Drago, Marco Mellia
2014 — conf
Characterizing and Modeling the Dropbox Workload.
SBRC
Glauber D. Gonçalves, Idilio Drago, Ana Paula Couto da Silva, Jussara M. Almeida, Alex Borges Vieira
2014 J jnl
Flow Monitoring Explained: From Packet Capture to Data Analysis With NetFlow and IPFIX.
IEEE Commun. Surv. Tutorials
Rick Hofstede, Pavel Celeda, Brian Trammell, Idilio Drago, Ramin Sadre, Anna Sperotto, Aiko Pras
2014 — conf
Modeling the Dropbox client behavior.
ICC
Glauber D. Gonçalves, Idilio Drago, Ana Paula Couto da Silva, Alex Borges Vieira, Jussara M. Almeida
2013 A conf
Benchmarking personal cloud storage.
Internet Measurement Conference
Idilio Drago, Enrico Bocchi, Marco Mellia, Herman Slatman, Aiko Pras
2013 B conf
Measurement Artifacts in NetFlow Data.
PAM
Rick Hofstede, Idilio Drago, Anna Sperotto, Ramin Sadre, Aiko Pras
2013 J jnl
Networking for the Cloud: Challenges and Trends.
Prax. Inf.verarb. Kommun.
Idilio Drago, Ricardo de Oliveira Schmidt, Rick Hofstede, Anna Sperotto, Morteza Karimzadeh, Boudewijn R. Haverkort, Aiko Pras
2013 — —
Understanding and Monitoring Cloud Services.
Idilio Drago
2012 A conf
Inside dropbox: understanding personal cloud storage services.
Internet Measurement Conference
Idilio Drago, Marco Mellia, Maurizio M. Munafò, Anna Sperotto, Ramin Sadre, Aiko Pras
2011 — conf
Carrier Ethernet OAM: An Overview and Comparison to IP OAM.
AIMS
Rick Hofstede, Idilio Drago, Giovane Cesar Moreira Moura, Aiko Pras
2011 — conf
Flow Monitoring Experiences at the Ethernet-Layer.
EUNICE
Rick Hofstede, Idilio Drago, Anna Sperotto, Aiko Pras
2011 J jnl
Report of the Second Workshop on the Usage of NetFlow/IPFIX in Network Management.
J. Netw. Syst. Manag.
Idilio Drago, Rafael Ramos Regis Barbosa, Ramin Sadre, Aiko Pras, Jürgen Schönwälder
2011 J jnl
Report of the Third Workshop on the Usage of NetFlow/IPFIX in Network Management.
J. Netw. Syst. Manag.
Idilio Drago, Ramin Sadre, Aiko Pras
2010 — conf
Scalable Service Performance Monitoring.
AIMS
Idilio Drago, Aiko Pras
2008 — conf
A Multi-measure Nearest Neighbor Algorithm for Time Series Classification.
IBERAMIA
Fábio Fabris, Idilio Drago, Flávio Miguel Varejão