A Multi-measure Nearest Neighbor Algorithm for Time Series Classification. - Fábio Fabris; Idilio Drago; Flávio Miguel Varejão (IBERAMIA, 2008)

Scalable Service Performance Monitoring. - Idilio Drago; Aiko Pras (AIMS, 2010)

Carrier Ethernet OAM: An Overview and Comparison to IP OAM. - Rick Hofstede; Idilio Drago; Giovane Cesar Moreira Moura; Aiko Pras (AIMS, 2011)

Flow Monitoring Experiences at the Ethernet-Layer. - Rick Hofstede; Idilio Drago; Anna Sperotto; Aiko Pras (EUNICE, 2011)

Report of the Second Workshop on the Usage of NetFlow/IPFIX in Network Management. - Idilio Drago; Rafael Ramos Regis Barbosa; Ramin Sadre; Aiko Pras; Jürgen Schönwälder (J. Netw. Syst. Manag., 2011)

Report of the Third Workshop on the Usage of NetFlow/IPFIX in Network Management. - Idilio Drago; Ramin Sadre; Aiko Pras (J. Netw. Syst. Manag., 2011)

Inside dropbox: understanding personal cloud storage services. - Idilio Drago; Marco Mellia; Maurizio M. Munafò; Anna Sperotto; Ramin Sadre; Aiko Pras (Internet Measurement Conference, 2012)

Benchmarking personal cloud storage. - Idilio Drago; Enrico Bocchi; Marco Mellia; Herman Slatman; Aiko Pras (Internet Measurement Conference, 2013)

Measurement Artifacts in NetFlow Data. - Rick Hofstede; Idilio Drago; Anna Sperotto; Ramin Sadre; Aiko Pras (PAM, 2013)

Networking for the Cloud: Challenges and Trends. - Idilio Drago; Ricardo de Oliveira Schmidt; Rick Hofstede; Anna Sperotto; Morteza Karimzadeh; Boudewijn R. Haverkort; Aiko Pras (Prax. Inf.verarb. Kommun., 2013)

Modeling the Dropbox client behavior. - Glauber D. Gonçalves; Idilio Drago; Ana Paula Couto da Silva; Alex Borges Vieira; Jussara M. Almeida (ICC, 2014)

Characterizing and Modeling the Dropbox Workload. - Glauber D. Gonçalves; Idilio Drago; Ana Paula Couto da Silva; Jussara M. Almeida; Alex Borges Vieira (SBRC, 2014)

Flow Monitoring Explained: From Packet Capture to Data Analysis With NetFlow and IPFIX. - Rick Hofstede; Pavel Celeda; Brian Trammell; Idilio Drago; Ramin Sadre; Anna Sperotto; Aiko Pras (IEEE Commun. Surv. Tutorials, 2014)

Personal cloud storage: Usage, performance and impact of terminals. - Enrico Bocchi; Idilio Drago; Marco Mellia (CloudNet, 2015)

Analyzing the Impact of Dropbox Content Sharing on an Academic Network. - Glauber D. Gonçalves; Idilio Drago; Ana Paula Couto da Silva; Alex Borges Vieira; Jussara Marques de Almeida (SBRC, 2015)

Measuring Cloud Service Health Using NetFlow/IPFIX: The WikiLeaks Case. - Idilio Drago; Rick Hofstede; Ramin Sadre; Anna Sperotto; Aiko Pras (J. Netw. Syst. Manag., 2015)

WHAT: A big data approach for accounting of modern web services. - Martino Trevisan; Idilio Drago; Marco Mellia; Han Hee Song; Mario Baldi (IEEE BigData, 2016)

The curious case of parallel connections in HTTP/2. - Jawad Manzoor; Idilio Drago; Ramin Sadre (CNSM, 2016)

Towards web service classification using addresses and DNS. - Martino Trevisan; Idilio Drago; Marco Mellia; Maurizio M. Munafò (IWCMC, 2016)

Detecting user actions from HTTP traces: Toward an automatic approach. - Luca Vassio; Idilio Drago; Marco Mellia (IWCMC, 2016)

Analysing Costs and Benefits of Content Sharing in Cloud Storage. - Glauber Dias Gonçalves; Idilio Drago; Alex Borges Vieira; Ana Paula Couto da Silva; Jussara Marques de Almeida (LANCOMM@SIGCOMM, 2016)

Impact of Access Speed on Adaptive Video Streaming Quality: A Passive Perspective. - Martino Trevisan; Idilio Drago; Marco Mellia (Internet-QoE@SIGCOMM, 2016)

Report from the 6th PhD School on Traffic Monitoring and Analysis (TMA). - Idilio Drago; Fabio Ricciato; Ramin Sadre (Comput. Commun. Rev., 2016)

Workload models and performance evaluation of cloud storage services. - Glauber D. Gonçalves; Idilio Drago; Alex Borges Vieira; Ana Paula Couto da Silva; Jussara M. Almeida; Marco Mellia (Comput. Networks, 2016)

The Impact of Content Sharing on Cloud Storage Bandwidth Consumption. - Glauber D. Gonçalves; Idilio Drago; Ana Paula Couto da Silva; Alex Borges Vieira; Jussara M. Almeida (IEEE Internet Comput., 2016)

Automatic detection of DNS manipulations. - Martino Trevisan; Idilio Drago; Marco Mellia; Maurizio M. Munafò (IEEE BigData, 2017)

Characterizing QoE in Large-Scale Live Streaming. - Thiago A. Guarnieri; Idilio Drago; Alex Borges Vieira; Ítalo Cunha; Jussara M. Almeida (GLOBECOM, 2017)

Cost-Benefit Tradeoffs of Content Sharing in Personal Cloud Storage. - Glauber D. Gonçalves; Alex Borges Vieira; Idilio Drago; Ana Paula Couto da Silva; Jussara M. Almeida (MASCOTS, 2017)

PAIN: A Passive Web Speed Indicator for ISPs. - Martino Trevisan; Idilio Drago; Marco Mellia (Internet-QoE@SIGCOMM, 2017)

How HTTP/2 is changing web traffic and how to detect it. - Jawad Manzoor; Idilio Drago; Ramin Sadre (TMA, 2017)

Personal Cloud Storage Benchmarks and Comparison. - Enrico Bocchi; Idilio Drago; Marco Mellia (IEEE Trans. Cloud Comput., 2017)

Measuring Web Speed From Passive Traces. - Martino Trevisan; Idilio Drago; Marco Mellia (ANRW, 2018)

HPC4AI: an AI-on-demand federated platform endeavour. - Marco Aldinucci; Sergio Rabellino; Marco Pironti; Filippo Spiga; Paolo Viviani 001; Maurizio Drocco; Marco Guerzoni; Guido Boella; Marco Mellia; Paolo Margara; Idilio Drago; Roberto Marturano; et al. (CF, 2018)

Is There a Case for Parallel Connections with Modern Web Protocols? - Jawad Manzoor; Ramin Sadre; Idilio Drago; Llorenç Cerdà-Alabern (Networking, 2018)

Characterizing Usage Patterns and Service Demand of a Two-Way Car-Sharing System. - Felipe Rooke; Victor Aquiles Alencar; Alex Borges Vieira; Jussara M. Almeida; Idilio Drago (BiDU@VLDB, 2018)

Robust URL Classification With Generative Adversarial Networks. - Martino Trevisan; Idilio Drago (SIGMETRICS Perform. Evaluation Rev., 2018)

AWESoME: Big Data for Automatic Web Service Management in SDN. - Martino Trevisan; Idilio Drago; Marco Mellia; Han Hee Song; Mario Baldi (IEEE Trans. Netw. Serv. Manag., 2018)

You, the Web, and Your Device: Longitudinal Characterization of Browsing Habits. - Luca Vassio; Idilio Drago; Marco Mellia; Zied Ben-Houidi; Mohamed Lamine Lamali (ACM Trans. Web, 2018)

Towards Understanding Political Interactions on Instagram. - Martino Trevisan; Luca Vassio; Idilio Drago; Marco Mellia; Fabricio Murai; Flavio Figueiredo; Ana Paula Couto da Silva; Jussara M. Almeida (HT, 2019)

Are Darknets All The Same? On Darknet Visibility for Security Monitoring. - Francesca Soro; Idilio Drago; Martino Trevisan; Marco Mellia; João M. Ceron; José Jair Santanna (LANMAN, 2019)

Improving Performance of QUIC in WiFi. - Jawad Manzoor; Llorenç Cerdà-Alabern; Ramin Sadre; Idilio Drago (WCNC, 2019)

PAIN: A Passive Web performance indicator for ISPs. - Martino Trevisan; Idilio Drago; Marco Mellia (Comput. Networks, 2019)

A Survey on Big Data for Network Traffic Monitoring and Analysis. - Alessandro D'Alconzo; Idilio Drago; Andrea Morichetta 002; Marco Mellia; Pedro Casas (IEEE Trans. Netw. Serv. Manag., 2019)

Big Data in Computer Network Monitoring. - Idilio Drago; Marco Mellia; Alessandro D'Alconzo (Encyclopedia of Big Data Technologies, 2019)

Sensing the Noise: Uncovering Communities in Darknet Traffic. - Francesca Soro; Mauro Allegretta; Marco Mellia; Idilio Drago; Leandro M. Bertholdo (MedComNet, 2020)

α-MON: Anonymized Passive Traffic Monitoring. - Thomas Favale; Martino Trevisan; Idilio Drago; Marco Mellia (ITC, 2020)

Unveiling Community Dynamics on Instagram Political Network. - Carlos Henrique Gomes Ferreira; Fabricio Murai; Ana Paula Couto da Silva; Jussara Marques de Almeida; Martino Trevisan; Luca Vassio; Idilio Drago; Marco Mellia (WebSci, 2020)

Does domain name encryption increase users' privacy? - Martino Trevisan; Francesca Soro; Marco Mellia; Idilio Drago; Ricardo Morla (Comput. Commun. Rev., 2020)

Campus traffic and e-Learning during COVID-19 pandemic. - Thomas Favale; Francesca Soro; Martino Trevisan; Idilio Drago; Marco Mellia (Comput. Networks, 2020)

On the Performance of QUIC over Wireless Mesh Networks. - Jawad Manzoor; Llorenç Cerdà-Alabern; Ramin Sadre; Idilio Drago (J. Netw. Syst. Manag., 2020)

Five Years at the Edge: Watching Internet From the ISP Network. - Martino Trevisan; Danilo Giordano; Idilio Drago; Maurizio M. Munafò; Marco Mellia (IEEE/ACM Trans. Netw., 2020)

RL-IoT: Reinforcement Learning to Interact with IoT Devices. - Giulia Milan; Luca Vassio; Idilio Drago; Marco Mellia (COINS, 2021)

DarkVec: automatic analysis of darknet traffic with word embeddings. - Luca Gioacchini; Luca Vassio; Marco Mellia; Idilio Drago; Zied Ben-Houidi; Dario Rossi 001 (CoNEXT, 2021)

Augmenting phishing squatting detection with GANs. - Rodolfo V. Valentim; Idilio Drago; Martino Trevisan; Federico Cerutti 001; Marco Mellia (StudentWorkshop@CoNEXT, 2021)

Measuring HTTP/3: Adoption and Performance. - Martino Trevisan; Danilo Giordano; Idilio Drago; Ali Safari Khatouni (MedComNet, 2021)

DPI Solutions in Practice: Benchmark and Comparison. - Tommaso Rescio; Thomas Favale; Francesca Soro; Marco Mellia; Idilio Drago (SP (Workshops), 2021)

A Study of Costs and Benefits of Content Sharing in Personal Cloud Storage. - Glauber Dias Gonçalves; Idilio Drago; Alex Borges Vieira; Ana Paula Couto da Silva; Jussara Marques de Almeida (J. Netw. Syst. Manag., 2021)

Modeling large-scale live video streaming client behavior. - Thiago A. Guarnieri; Idilio Drago; Ítalo Cunha; Breno Almeida; Jussara M. Almeida; Alex Borges Vieira (Multim. Syst., 2021)

On the dynamics of political discussions on Instagram: A network perspective. - Carlos H. G. Ferreira 001; Fabricio Murai; Ana P. C. Silva 001; Jussara M. Almeida; Martino Trevisan; Luca Vassio; Marco Mellia; Idilio Drago (Online Soc. Networks Media, 2021)

α-MON: Traffic Anonymizer for Passive Monitoring. - Thomas Favale; Martino Trevisan; Idilio Drago; Marco Mellia (IEEE Trans. Netw. Serv. Manag., 2021)

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 001 (NativeNI@CoNEXT, 2022)

Towards NLP-based Processing of Honeypot Logs. - Matteo Boffa; Giulia Milan; Luca Vassio; Idilio Drago; Marco Mellia; Zied Ben-Houidi (EuroS&P Workshops, 2022)

What Scanners do at L7? Exploring Horizontal Honeypots for Security Monitoring. - Thomas Favale; Danilo Giordano; Idilio Drago; Marco Mellia (EuroS&P Workshops, 2022)

AI-based Sound-Squatting Attack Made Possible. - Rodolfo V. Valentim; Idilio Drago; Federico Cerutti 001; Marco Mellia (EuroS&P Workshops, 2022)

Challenges for Driver Action Recognition with Face Masks. - Elvio G. Amparore; Marco Botta; Idilio Drago; Susanna Donatelli; Giuseppe Mazzone (ITSC, 2022)

A first look at HTTP/3 adoption and performance. - Gianluca Perna; Martino Trevisan; Danilo Giordano; Idilio Drago (Comput. Commun., 2022)

Lost in Translation: AI-based Generator of Cross-Language Sound-squatting. - Rodolfo V. Valentim; Idilio Drago; Marco Mellia; Federico Cerutti 001 (EuroS&P Workshops, 2023)

Measuring the Performance of iCloud Private Relay. - Martino Trevisan; Idilio Drago; Paul Schmitt; Francesco Bronzino (PAM, 2023)

LogPrécis: Unleashing Language Models for Automated Shell Log Analysis. - Matteo Boffa; Rodolfo Vieira Valentim; Luca Vassio; Danilo Giordano; Idilio Drago; Marco Mellia; Zied Ben-Houidi (CoRR, 2023)

Sound-skwatter (Did You Mean: Sound-squatter?) AI-powered Generator for Phishing Prevention. - Rodolfo V. Valentim; Idilio Drago; Marco Mellia; Federico Cerutti 001 (CoRR, 2023)

Attacking DoH and ECH: Does Server Name Encryption Protect Users' Privacy? - Martino Trevisan; Francesca Soro; Marco Mellia; Idilio Drago; Ricardo Morla (ACM Trans. Internet Techn., 2023)

i-DarkVec: Incremental Embeddings for Darknet Traffic Analysis. - Luca Gioacchini; Luca Vassio; Marco Mellia; Idilio Drago; Zied Ben-Houidi; Dario Rossi 001 (ACM Trans. Internet Techn., 2023)

URLGEN - Toward Automatic URL Generation Using GANs. - Rodolfo Vieira Valentim; Idilio Drago; Martino Trevisan; Marco Mellia (IEEE Trans. Netw. Serv. Manag., 2023)

Enlightening the Darknets: Augmenting Darknet Visibility With Active Probes. - Francesca Soro; Thomas Favale; Danilo Giordano; Idilio Drago; Tommaso Rescio; Marco Mellia; Zied Ben-Houidi; Dario Rossi 001 (IEEE Trans. Netw. Serv. Manag., 2023)

Explainable Stacking Models based on Complementary Traffic Embeddings. - Luca Gioacchini; Welton Santos; Barbara Lopes; Idilio Drago; Marco Mellia; Jussara M. Almeida; Marcos André Gonçalves (EuroS&P Workshops, 2024)

Can Blocklists Explain Darknet Traffic? - Damiano Ravalico; Rodolfo V. Valentim; Martino Trevisan; Idilio Drago (TMA, 2024)

LogPrécis: Unleashing language models for automated malicious log analysis. - Matteo Boffa; Idilio Drago; Marco Mellia; Luca Vassio; Danilo Giordano; Rodolfo V. Valentim; Zied Ben-Houidi (Comput. Secur., 2024)

Generic Multi-modal Representation Learning for Network Traffic Analysis. - Luca Gioacchini; Idilio Drago; Marco Mellia; Zied Ben-Houidi; Dario Rossi 001 (CoRR, 2024)

AutoPenBench: Benchmarking Generative Agents for Penetration Testing. - Luca Gioacchini; Marco Mellia; Idilio Drago; Alexander Delsanto; Giuseppe Siracusano; Roberto Bifulco (CoRR, 2024)

Cross-Network Embeddings Transfer for Traffic Analysis. - Luca Gioacchini; Marco Mellia; Luca Vassio; Idilio Drago; Giulia Milan; Zied Ben-Houidi; Dario Rossi 001 (IEEE Trans. Netw. Serv. Manag., 2024)

X-squatter: AI Multilingual Generation of Cross-Language Sound-squatting. - Rodolfo Vieira Valentim; Idilio Drago; Marco Mellia; Federico Cerutti 001 (ACM Trans. Priv. Secur., 2024)

Towards Cyber Resilience against APTs. - Alessandro Gaudenzi; Lorenzo Nodari; Rodolfo V. Valentim; Danilo Giordano; Idilio Drago; Alessandra Russo; Federico Cerutti 001 (ITASEC/SERICS, 2025)

On LLM Embeddings for Vulnerability Management. - Rustam Talibzade; Francesco Bergadano; Idilio Drago (TMA, 2025)

ChamaleoNet: Programmable Passive Probe for Enhanced Visibility on Erroneous Traffic. - Zhihao Wang; Alessandro Cornacchia; Andrea Bianco; Idilio Drago; Paolo Giaccone; Dingde Jiang; Marco Mellia (CoRR, 2025)