Danilo Giordano

68 papers A 6B 5C 1Journal 36Unranked 19
YearRankTypeTitle / Venue / Authors
2026 J jnl
GLEm-Net: Unified framework for data reduction with categorical and numerical features.
Knowl. Based Syst.
Francesco De Santis, Danilo Giordano, Marco Mellia
2026 J jnl
Internet usage and performance in GEO satellite networks: A large-scale study across Europe and Africa.
Comput. Networks
Gabriele Merlach, Daniel Perdices, Gianluca Perna, Martino Trevisan, Danilo Giordano, Marco Mellia
2026 J jnl
Mixture of Concept Bottleneck Experts.
CoRR
Francesco De Santis, Gabriele Ciravegna, Giovanni de Felice, Arianna Casanova, Francesco Giannini, Michelangelo Diligenti, Mateo Espinosa Zarlenga, Pietro Barbiero, Johannes Schneider, Danilo Giordano
2026 J jnl
Towards Agentic Honeynet Configuration.
CoRR
Federico Mirra, Matteo Boffa, Idilio Drago, Danilo Giordano, Marco Mellia
2025 J jnl
Analyzing BEV Suitability and Charging Strategies Using Italian Driving Data.
CoRR
Homa Jamalof, Luca Vassio, Danilo Giordano, Marco Mellia, Claudio De Tommasi
2025 — conf
CFA-Bench: Cybersecurity Forensic Llm Agent Benchmark and Testing.
EuroS&P (Workshops)
Francesco De Santis, Kai Huang, Rodolfo V. Valentim, Danilo Giordano, Marco Mellia, Zied Ben-Houidi, Dario Rossi
2025 J jnl
CyberSleuth: Autonomous Blue-Team LLM Agent for Web Attack Forensics.
CoRR
Stefano Fumero, Kai Huang, Matteo Boffa, Danilo Giordano, Marco Mellia, Zied Ben-Houidi, Dario Rossi
2025 J jnl
Encrypted Client Hello Is Coming: A View from Passive Measurements.
Network
Gabriele Merlach, Martino Trevisan, Danilo Giordano
2025 J jnl
Linearly-interpretable concept embedding models for text analysis.
Mach. Learn.
Francesco De Santis, Philippe Bich, Gabriele Ciravegna, Pietro Barbiero, Danilo Giordano, Tania Cerquitelli
2025 — conf
MAD: Multicriteria Anomaly Detection of Suspicious Financial Accounts from Billions of Cash Transactions.
KDD (2)
Giordano Paoletti, Flavio Giobergia, Danilo Giordano, Luca Cagliero, Silvia Ronchiadin, Dario Moncalvo, Marco Mellia, Elena Baralis
2025 — conf
Towards Better Generalization and Interpretability in Unsupervised Concept-Based Models.
ECML/PKDD (3)
Francesco De Santis, Philippe Bich, Gabriele Ciravegna, Pietro Barbiero, Tania Cerquitelli, Danilo Giordano
2025 J jnl
Towards Better Generalization and Interpretability in Unsupervised Concept-Based Models.
CoRR
Francesco De Santis, Philippe Bich, Gabriele Ciravegna, Pietro Barbiero, Danilo Giordano, Tania Cerquitelli
2025 — conf
Towards Cyber Resilience against APTs.
ITASEC/SERICS
Alessandro Gaudenzi, Lorenzo Nodari, Rodolfo V. Valentim, Danilo Giordano, Idilio Drago, Alessandra Russo, Federico Cerutti
2025 — conf
V-CEM: Bridging Performance and Intervenability in Concept-Based Models.
xAI (1)
Francesco De Santis, Gabriele Ciravegna, Philippe Bich, Danilo Giordano, Tania Cerquitelli
2025 J jnl
V-CEM: Bridging Performance and Intervenability in Concept-based Models.
CoRR
Francesco De Santis, Gabriele Ciravegna, Philippe Bich, Danilo Giordano, Tania Cerquitelli
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 — conf
Monitoring Web QoE in Satellite Networks from Passive Measurements.
CCNC
Gianluca Perna, Martino Trevisan, Danilo Giordano, Daniel Perdices, Marco Mellia
2024 J jnl
Self-supervised Interpretable Concept-based Models for Text Classification.
CoRR
Francesco De Santis, Philippe Bich, Gabriele Ciravegna, Pietro Barbiero, Danilo Giordano, Tania Cerquitelli
2023 J jnl
Data driven scalability and profitability analysis in free floating electric car sharing systems.
Inf. Sci.
Alessandro Ciociola, Danilo Giordano, Luca Vassio, Marco Mellia
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 B conf
GLEm-Net: Unified Framework for Data Reduction with Categorical and Numerical Features.
IEEE Big Data
Francesco De Santis, Danilo Giordano, Marco Mellia, Alessia Damilano
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
2022 J jnl
A first look at HTTP/3 adoption and performance.
Comput. Commun.
Gianluca Perna, Martino Trevisan, Danilo Giordano, Idilio Drago
2022 A conf
A first look at starlink performance.
IMC
François Michel, Martino Trevisan, Danilo Giordano, Olivier Bonaventure
2022 J jnl
Data-driven strategies for predictive maintenance: Lesson learned from an automotive use case.
Comput. Ind.
Danilo Giordano, Flavio Giobergia, Eliana Pastor, Antonio La Macchia, Tania Cerquitelli, Elena Baralis, Marco Mellia, Davide Tricarico
2022 B conf
Legal Entity Disambiguation for Financial Crime Detection.
IEEE Big Data
Jacopo Fior, Thomas Favale, Luca Cagliero, Danilo Giordano, Marco Mellia, Elena Baralis, Silvia Ronchiadin, Paolo Baracco, Dario Moncalvo
2022 J jnl
Message from the Chairs of the WAIN workshop 2021.
SIGMETRICS Perform. Evaluation Rev.
Luca Vassio, Danilo Giordano, Jinoh Kim, Jon Crowcroft
2022 — conf
What Scanners do at L7? Exploring Horizontal Honeypots for Security Monitoring.
EuroS&P Workshops
Thomas Favale, Danilo Giordano, Idilio Drago, Marco Mellia
2022 A conf
When satellite is all you have: watching the internet from 550 ms.
IMC
Daniel Perdices, Gianluca Perna, Martino Trevisan, Danilo Giordano, Marco Mellia
2021 J jnl
A Network Analysis on Cloud Gaming: Stadia, GeForce Now and PSNow.
Network
Andrea Di Domenico, Gianluca Perna, Martino Trevisan, Luca Vassio, Danilo Giordano
2021 — conf
Benefits of Relocation on E-scooter Sharing - a Data-Informed Approach.
ITSC
Leonardo Tolomei, Stefano Fiorini, Alessandro Ciociola, Luca Vassio, Danilo Giordano, Marco Mellia
2021 J jnl
Debate on Online Social Networks at the Time of COVID-19: An Italian Case Study.
CoRR
Martino Trevisan, Luca Vassio, Danilo Giordano
2021 J jnl
Debate on online social networks at the time of COVID-19: An Italian case study.
Online Soc. Networks Media
Martino Trevisan, Luca Vassio, Danilo Giordano
2021 J jnl
Dissecting a data-driven prognostic pipeline: A powertrain use case.
Expert Syst. Appl.
Danilo Giordano, Eliana Pastor, Flavio Giobergia, Tania Cerquitelli, Elena Baralis, Marco Mellia, Alessandra Neri, Davide Tricarico
2021 J jnl
ERRANT: Realistic Emulation of Radio Access Networks.
CoRR
Martino Trevisan, Ali Safari Khatouni, Danilo Giordano
2021 — conf
Environmental and Economic Comparison of ICEV and EV in Car Sharing.
ITSC
Edoardo Fassio, Alessandro Ciociola, Danilo Giordano, Michel Noussan, Luca Vassio, Marco Mellia
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
Message from the organizers of WAIN.
SIGMETRICS Perform. Evaluation Rev.
Luca Vassio, Zhi-Li Zhang, Danilo Giordano, Abhishek Chandra
2020 J jnl
A network analysis on cloud gaming: Stadia, GeForce Now and PSNow.
CoRR
Andrea Di Domenico, Gianluca Perna, Martino Trevisan, Luca Vassio, Danilo Giordano
2020 — conf
An Open Dataset of Operational Mobile Networks.
MobiWac
Ali Safari Khatouni, Martino Trevisan, Danilo Giordano, Mohammad Rajiullah, Stefan Alfredsson, Anna Brunström, Cise Midoglu, Özgü Alay
2020 J jnl
Data-driven exploratory models of an electric distribution network for fault prediction and diagnosis.
Computing
Daniela Renga, Daniele Apiletti, Danilo Giordano, Matteo Nisi, Tao Huang, Yang Zhang, Marco Mellia, Elena Baralis
2020 C conf
E-Scooter Sharing: Leveraging Open Data for System Design.
DS-RT
Alessandro Ciociola, Michele Cocca, Danilo Giordano, Luca Vassio, Marco Mellia
2020 J jnl
ERRANT: Realistic emulation of radio access networks.
Comput. Networks
Martino Trevisan, Ali Safari Khatouni, Danilo Giordano
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 — conf
Impact of Charging Infrastructure and Policies on Electric Car Sharing Systems.
ITSC
Alessandro Ciociola, Dena Markudova, Luca Vassio, Danilo Giordano, Marco Mellia, Michela Meo
2020 — conf
On Scalability of Electric Car Sharing in Smart Cities.
ISC2
Michelangelo Barulli, Alessandro Ciociola, Michele Cocca, Luca Vassio, Danilo Giordano, Marco Mellia
2020 A conf
Realistic testing of RTC applications under mobile networks.
CoNEXT
Gianluca Perna, Martino Trevisan, Danilo Giordano
2019 B conf
A Machine Learning Application for Latency Prediction in Operational 4G Networks.
IM
Ali Safari Khatouni, Francesca Soro, Danilo Giordano
2019 B conf
Data-Driven Emulation of Mobile Access Networks.
CNSM
Ali Safari Khatouni, Martino Trevisan, Danilo Giordano
2019 J jnl
Free Floating Electric Car Sharing: A Data Driven Approach for System Design.
IEEE Trans. Intell. Transp. Syst.
Michele Cocca, Danilo Giordano, Marco Mellia, Luca Vassio
2019 J jnl
Free floating electric car sharing design: Data driven optimisation.
Pervasive Mob. Comput.
Michele Cocca, Danilo Giordano, Marco Mellia, Luca Vassio
2019 — conf
Transparently Mining Data from a Medium-voltage Distribution Network: A Prognostic-diagnostic Analysis.
EDBT/ICDT Workshops
Matteo Nisi, Daniela Renga, Daniele Apiletti, Danilo Giordano, Tao Huang, Yang Zhang, Marco Mellia, Elena Baralis
2018 — conf
Data Driven Optimization of Charging Station Placement for EV Free Floating Car Sharing.
ITSC
Michele Cocca, Danilo Giordano, Marco Mellia, Luca Vassio
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 B conf
Free Floating Electric Car Sharing in Smart Cities: Data Driven System Dimensioning.
SMARTCOMP
Michele Cocca, Danilo Giordano, Marco Mellia, Luca Vassio
2017 — —
Machine Learning and Big Data Methodologies for Network Traffic Monitoring.
Danilo Giordano
2017 — conf
UMAP: Urban mobility analysis platform to harvest car sharing data.
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
Alessandro Ciociola, Michele Cocca, Danilo Giordano, Marco Mellia, Andrea Morichetta, Andrian Putina, Flavia Salutari
2017 — conf
Users' Fingerprinting Techniques from TCP Traffic.
Big-DAMA@SIGCOMM
Luca Vassio, Danilo Giordano, Martino Trevisan, Marco Mellia, Ana Paula Couto da Silva
2016 — conf
A First Characterization of Anycast Traffic from Passive Traces.
TMA
Danilo Giordano, Danilo Cicalese, Alessandro Finamore, Marco Mellia, Maurizio M. Munafò, Diana Zeaiter Joumblatt, Dario Rossi
2016 A conf
BGPStream: A Software Framework for Live and Historical BGP Data Analysis.
Internet Measurement Conference
Chiara Orsini, Alistair King, Danilo Giordano, Vasileios Giotsas, Alberto Dainotti
2016 J jnl
SeLINA: A Self-Learning Insightful Network Analyzer.
IEEE Trans. Netw. Serv. Manag.
Daniele Apiletti, Elena Baralis, Tania Cerquitelli, Paolo Garza, Danilo Giordano, Marco Mellia, Luca Venturini
2015 J jnl
A First Look at Anycast CDN Traffic.
CoRR
Danilo Cicalese, Danilo Giordano, Alessandro Finamore, Marco Mellia, Maurizio M. Munafò, Dario Rossi, Diana Joumblatt
2015 — conf
Exploring Browsing Habits of Internauts: a Measurement Perspective.
AINTEC
Danilo Giordano, Stefano Traverso, Marco Mellia
2015 J jnl
The Exploitation of Web Navigation Data: Ethical Issues and Alternative Scenarios.
CoRR
Luca Vassio, Hassan Metwalley, Danilo Giordano
2015 J jnl
YouLighter: A Cognitive Approach to Unveil YouTube CDN and Changes.
IEEE Trans. Cogn. Commun. Netw.
Danilo Giordano, Stefano Traverso, Luigi Grimaudo, Marco Mellia, Elena Baralis, Alok Tongaonkar, Sabyasachi Saha
2015 A conf
YouLighter: An Unsupervised Methodology to Unveil YouTube CDN Changes.
ITC
Danilo Giordano, Stefano Traverso, Luigi Grimaudo, Marco Mellia, Elena Baralis, Alok Tongaonkar, Sabyasachi Saha
2015 J jnl
YouLighter: An Unsupervised Methodology to Unveil YouTube CDN Changes.
CoRR
Danilo Giordano, Stefano Traverso, Luigi Grimaudo, Marco Mellia, Elena Baralis, Alok Tongaonkar, Sabyasachi Saha