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Idilio Drago
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2020 – today
- 2024
- [j29]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: 103805 (2024) - [j28]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): 2686-2699 (2024) - [c46]Damiano Ravalico, Rodolfo V. Valentim, Martino Trevisan, Idilio Drago:
Can Blocklists Explain Darknet Traffic? TMA 2024: 1-4 - [i10]Luca Gioacchini, Idilio Drago, Marco Mellia, Zied Ben-Houidi, Dario Rossi:
Generic Multi-modal Representation Learning for Network Traffic Analysis. CoRR abs/2405.02649 (2024) - 2023
- [j27]Rodolfo Vieira Valentim
, Idilio Drago
, Martino Trevisan
, Marco Mellia
:
URLGEN - Toward Automatic URL Generation Using GANs. IEEE Trans. Netw. Serv. Manag. 20(3): 3734-3746 (2023) - [j26]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): 5012-5025 (2023) - [j25]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): 19:1-19:22 (2023) - [j24]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): 45:1-45:28 (2023) - [c45]Rodolfo V. Valentim, Idilio Drago, Marco Mellia
, Federico Cerutti:
Lost in Translation: AI-based Generator of Cross-Language Sound-squatting. EuroS&P Workshops 2023: 513-520 - [c44]Martino Trevisan, Idilio Drago, Paul Schmitt, Francesco Bronzino:
Measuring the Performance of iCloud Private Relay. PAM 2023: 3-17 - [i9]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 abs/2307.08309 (2023) - [i8]Rodolfo V. Valentim, Idilio Drago, Marco Mellia, Federico Cerutti:
Sound-skwatter (Did You Mean: Sound-squatter?) AI-powered Generator for Phishing Prevention. CoRR abs/2310.07005 (2023) - 2022
- [j23]Gianluca Perna, Martino Trevisan, Danilo Giordano, Idilio Drago
:
A first look at HTTP/3 adoption and performance. Comput. Commun. 187: 115-124 (2022) - [c43]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: 21-26 - [c42]Thomas Favale, Danilo Giordano, Idilio Drago
, Marco Mellia
:
What Scanners do at L7? Exploring Horizontal Honeypots for Security Monitoring. EuroS&P Workshops 2022: 307-313 - [c41]Matteo Boffa, Giulia Milan
, Luca Vassio
, Idilio Drago
, Marco Mellia
, Zied Ben-Houidi:
Towards NLP-based Processing of Honeypot Logs. EuroS&P Workshops 2022: 314-321 - [c40]Rodolfo V. Valentim, Idilio Drago
, Federico Cerutti, Marco Mellia
:
AI-based Sound-Squatting Attack Made Possible. EuroS&P Workshops 2022: 448-453 - [c39]Elvio G. Amparore, Marco Botta, Idilio Drago, Susanna Donatelli, Giuseppe Mazzone:
Challenges for Driver Action Recognition with Face Masks. ITSC 2022: 1491-1497 - 2021
- [j22]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): 30 (2021) - [j21]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): 1101-1124 (2021) - [j20]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: 100155 (2021) - [j19]Thomas Favale
, Martino Trevisan
, Idilio Drago
, Marco Mellia
:
α-MON: Traffic Anonymizer for Passive Monitoring. IEEE Trans. Netw. Serv. Manag. 18(2): 1233-1245 (2021) - [c38]Giulia Milan
, Luca Vassio
, Idilio Drago
, Marco Mellia
:
RL-IoT: Reinforcement Learning to Interact with IoT Devices. COINS 2021: 1-6 - [c37]Rodolfo V. Valentim, Idilio Drago, Martino Trevisan, Federico Cerutti, Marco Mellia
:
Augmenting phishing squatting detection with GANs. StudentWorkshop@CoNEXT 2021: 3-4 - [c36]Luca Gioacchini
, Luca Vassio
, Marco Mellia
, Idilio Drago, Zied Ben-Houidi, Dario Rossi:
DarkVec: automatic analysis of darknet traffic with word embeddings. CoNEXT 2021: 76-89 - [c35]Martino Trevisan, Danilo Giordano
, Idilio Drago
, Ali Safari Khatouni:
Measuring HTTP/3: Adoption and Performance. MedComNet 2021: 1-8 - [c34]Tommaso Rescio, Thomas Favale, Francesca Soro, Marco Mellia
, Idilio Drago
:
DPI Solutions in Practice: Benchmark and Comparison. SP (Workshops) 2021: 37-42 - [i7]Martino Trevisan, Danilo Giordano, Idilio Drago, Ali Safari Khatouni:
Measuring HTTP/3: Adoption and Performance. CoRR abs/2102.12358 (2021) - [i6]Giulia Milan, Luca Vassio, Idilio Drago, Marco Mellia:
RL-IoT: Reinforcement Learning to Interact with IoT Devices. CoRR abs/2105.00884 (2021) - [i5]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 abs/2109.09152 (2021) - 2020
- [j18]Martino Trevisan, Francesca Soro, Marco Mellia
, Idilio Drago
, Ricardo Morla
:
Does domain name encryption increase users' privacy? Comput. Commun. Rev. 50(3): 16-22 (2020) - [j17]Thomas Favale, Francesca Soro, Martino Trevisan, Idilio Drago
, Marco Mellia
:
Campus traffic and e-Learning during COVID-19 pandemic. Comput. Networks 176: 107290 (2020) - [j16]Jawad Manzoor
, Llorenç Cerdà-Alabern, Ramin Sadre, Idilio Drago
:
On the Performance of QUIC over Wireless Mesh Networks. J. Netw. Syst. Manag. 28(4): 1872-1901 (2020) - [j15]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): 561-574 (2020) - [c33]Francesca Soro, Mauro Allegretta, Marco Mellia
, Idilio Drago, Leandro M. Bertholdo
:
Sensing the Noise: Uncovering Communities in Darknet Traffic. MedComNet 2020: 1-8 - [c32]Thomas Favale, Martino Trevisan, Idilio Drago
, Marco Mellia
:
α-MON: Anonymized Passive Traffic Monitoring. ITC 2020: 10-18 - [c31]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: 231-240 - [i4]Alessandro D'Alconzo, Idilio Drago, Andrea Morichetta, Marco Mellia, Pedro Casas:
A Survey on Big Data for Network Traffic Monitoring and Analysis. CoRR abs/2003.01648 (2020) - [i3]Thomas Favale, Francesca Soro, Martino Trevisan, Idilio Drago, Marco Mellia:
Campus Traffic and e-Learning during COVID-19 Pandemic. CoRR abs/2004.13569 (2020)
2010 – 2019
- 2019
- [j14]Martino Trevisan
, Idilio Drago
, Marco Mellia
:
PAIN: A Passive Web performance indicator for ISPs. Comput. Networks 149: 115-126 (2019) - [j13]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): 800-813 (2019) - [c30]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: 247-251 - [c29]Francesca Soro, Idilio Drago, Martino Trevisan, Marco Mellia
, João M. Ceron, José Jair Santanna:
Are Darknets All The Same? On Darknet Visibility for Security Monitoring. LANMAN 2019: 1-6 - [c28]Jawad Manzoor
, Llorenç Cerdà-Alabern, Ramin Sadre, Idilio Drago
:
Improving Performance of QUIC in WiFi. WCNC 2019: 1-6 - [r1]Idilio Drago, Marco Mellia
, Alessandro D'Alconzo:
Big Data in Computer Network Monitoring. Encyclopedia of Big Data Technologies 2019 - [i2]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 abs/1904.11719 (2019) - 2018
- [j12]Martino Trevisan, Idilio Drago:
Robust URL Classification With Generative Adversarial Networks. SIGMETRICS Perform. Evaluation Rev. 46(3): 143-146 (2018) - [j11]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): 13-26 (2018) - [j10]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): 24:1-24:30 (2018) - [c27]Martino Trevisan, Idilio Drago
, Marco Mellia
:
Measuring Web Speed From Passive Traces. ANRW 2018: 83 - [c26]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: 279-286 - [c25]Martino Trevisan, Danilo Giordano
, Idilio Drago
, Marco Mellia
, Maurizio M. Munafò:
Five years at the edge: watching internet from the ISP network. CoNEXT 2018: 1-12 - [c24]Jawad Manzoor
, Ramin Sadre, Idilio Drago
, Llorenç Cerdà-Alabern:
Is There a Case for Parallel Connections with Modern Web Protocols? Networking 2018: 523-531 - [c23]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: 3-17 - [i1]Luca Vassio, Idilio Drago, Marco Mellia, Zied Ben-Houidi, Mohamed Lamine Lamali:
You, the Web and Your Device: Longitudinal Characterization of Browsing Habits. CoRR abs/1806.07158 (2018) - 2017
- [j9]Enrico Bocchi, Idilio Drago
, Marco Mellia
:
Personal Cloud Storage Benchmarks and Comparison. IEEE Trans. Cloud Comput. 5(4): 751-764 (2017) - [c22]Martino Trevisan
, Idilio Drago
, Marco Mellia
, Maurizio M. Munafò:
Automatic detection of DNS manipulations. IEEE BigData 2017: 4010-4015 - [c21]Thiago A. Guarnieri, Idilio Drago
, Alex Borges Vieira, Ítalo Cunha, Jussara M. Almeida:
Characterizing QoE in Large-Scale Live Streaming. GLOBECOM 2017: 1-7 - [c20]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: 32-42 - [c19]Martino Trevisan
, Idilio Drago
, Marco Mellia
:
PAIN: A Passive Web Speed Indicator for ISPs. Internet-QoE@SIGCOMM 2017: 7-12 - [c18]Jawad Manzoor
, Idilio Drago
, Ramin Sadre:
How HTTP/2 is changing web traffic and how to detect it. TMA 2017: 1-9 - 2016
- [j8]Idilio Drago
, Fabio Ricciato, Ramin Sadre:
Report from the 6th PhD School on Traffic Monitoring and Analysis (TMA). Comput. Commun. Rev. 46(4): 36-40 (2016) - [j7]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: 183-199 (2016) - [j6]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): 26-35 (2016) - [c17]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: 2740-2745 - [c16]Jawad Manzoor
, Idilio Drago
, Ramin Sadre:
The curious case of parallel connections in HTTP/2. CNSM 2016: 174-180 - [c15]Martino Trevisan
, Idilio Drago
, Marco Mellia
, Maurizio M. Munafò:
Towards web service classification using addresses and DNS. IWCMC 2016: 38-43 - [c14]Luca Vassio
, Idilio Drago
, Marco Mellia
:
Detecting user actions from HTTP traces: Toward an automatic approach. IWCMC 2016: 50-55 - [c13]Martino Trevisan, Idilio Drago, Marco Mellia:
Impact of Access Speed on Adaptive Video Streaming Quality: A Passive Perspective. Internet-QoE@SIGCOMM 2016: 7-12 - [c12]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: 43-45 - 2015
- [j5]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): 58-88 (2015) - [c11]Enrico Bocchi, Idilio Drago
, Marco Mellia
:
Personal cloud storage: Usage, performance and impact of terminals. CloudNet 2015: 106-111 - [c10]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: 100-109 - 2014
- [j4]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): 2037-2064 (2014) - [c9]Glauber D. Gonçalves, Idilio Drago
, Ana Paula Couto da Silva
, Alex Borges Vieira, Jussara M. Almeida:
Modeling the Dropbox client behavior. ICC 2014: 1332-1337 - [c8]Glauber D. Gonçalves, Idilio Drago
, Ana Paula Couto da Silva
, Jussara M. Almeida, Alex Borges Vieira:
Characterizing and Modeling the Dropbox Workload. SBRC 2014: 266-274 - 2013
- [j3]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): 207-214 (2013) - [c7]Idilio Drago
, Enrico Bocchi, Marco Mellia
, Herman Slatman, Aiko Pras:
Benchmarking personal cloud storage. Internet Measurement Conference 2013: 205-212 - [c6]Rick Hofstede, Idilio Drago
, Anna Sperotto, Ramin Sadre, Aiko Pras:
Measurement Artifacts in NetFlow Data. PAM 2013: 1-10 - 2012
- [c5]Idilio Drago
, Marco Mellia
, Maurizio M. Munafò, Anna Sperotto
, Ramin Sadre, Aiko Pras:
Inside dropbox: understanding personal cloud storage services. Internet Measurement Conference 2012: 481-494 - 2011
- [j2]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): 298-304 (2011) - [j1]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): 529-535 (2011) - [c4]Rick Hofstede, Idilio Drago
, Giovane Cesar Moreira Moura, Aiko Pras:
Carrier Ethernet OAM: An Overview and Comparison to IP OAM. AIMS 2011: 112-123 - [c3]Rick Hofstede, Idilio Drago
, Anna Sperotto
, Aiko Pras:
Flow Monitoring Experiences at the Ethernet-Layer. EUNICE 2011: 134-145 - 2010
- [c2]Idilio Drago
, Aiko Pras:
Scalable Service Performance Monitoring. AIMS 2010: 175-178
2000 – 2009
- 2008
- [c1]Fábio Fabris, Idilio Drago
, Flávio Miguel Varejão:
A Multi-measure Nearest Neighbor Algorithm for Time Series Classification. IBERAMIA 2008: 153-162
Coauthor Index
aka: Jussara Marques de Almeida
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