Marco Mellia

Full Professor, DAUIN, Polytechnic Institute of Turin

Joined

July 2019

Names

Marco Mellia

Emails

****@polito.it (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Full Professor

DAUIN, Polytechnic Institute of Turin (polito.it)

Present

Advisors, Relations & Conflicts

No relations added

Expertise

Machine Learning

2010 – Present

Data analysis

2010 – Present

Computer Networks

2000 – 2020

Publications

Towards Agentic Honeynet Configuration
Federico Mirra, Matteo Boffa, Idilio Drago, Danilo Giordano, Marco Mellia
- CoRR 2026
- Readers: Everyone
GLEm-Net: Unified framework for data reduction with categorical and numerical features
Francesco De Santis, Danilo Giordano, Marco Mellia
- Knowl. Based Syst. 2026
- Readers: Everyone
Holoscope: Open and Lightweight Distributed Telescope & Honeypot Platform
Andrea Sordello, Marco Mellia, Idilio Drago, Rodolfo V. Valentim, Francesco Musumeci, Massimo Tornatore, Federico Cerutti, Martino Trevisan, Alessio Botta, Willen Borges Coelho
- CoRR 2025
- Readers: Everyone
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
- Readers: Everyone
CyberSleuth: Autonomous Blue-Team LLM Agent for Web Attack Forensics
Stefano Fumero, Kai Huang, Matteo Boffa, Danilo Giordano, Marco Mellia, Zied Ben-Houidi, Dario Rossi
- CoRR 2025
- Readers: Everyone
CoDÆN: Benchmarks and Comparison of Evolutionary Community Detection Algorithms for Dynamic Networks
Giordano Paoletti, Luca Gioacchini, Marco Mellia, Luca Vassio, Jussara M. Almeida
- ACM Trans. Web 2025
- Readers: Everyone
Privacy Policies and Consent Management Platforms: Growth and Users' Interactions over Time
Nikhil Jha, Martino Trevisan, Marco Mellia, Daniel Fernandez, Rodrigo Irarrazaval
- ACM Trans. Web 2025
- Readers: Everyone
The Sweet Danger of Sugar: Debunking Representation Learning for Encrypted Traffic Classification
Yuqi Zhao, Giovanni Dettori, Matteo Boffa, Luca Vassio, Marco Mellia
- CoRR 2025
- Readers: Everyone
Operationalizing AI/ML in Future Networks: A Bird's Eye View from the System Perspective
Qiong Liu, Tianzhu Zhang, Masoud Hemmatpour, Han Qiu, Dong Zhang, Chung Shue Chen, Marco Mellia, Armen Aghasaryan
- IEEE Commun. Mag. 2025
- Readers: Everyone
CFA-Bench: Cybersecurity Forensic Llm Agent Benchmark and Testing
Francesco De Santis, Kai Huang, Rodolfo V. Valentim, Danilo Giordano, Marco Mellia, Zied Ben-Houidi, Dario Rossi
- EuroS&P (Workshops) 2025
- Readers: Everyone

View all 27 publications

Co-Authors

Alberto Verna
Alessandro Cornacchia
Alessandro Perlo
Alessio Botta
Alexander Delsanto
Ali Safari Khatouni
Andra Lutu
Andrea Bianco
Andrea Cavallo
Andrea Sordello
Anna Brunström
Armen Aghasaryan
Barbara Lopes
Chung Shue Chen
Daniel Fernandez
Danilo Giordano
Dario Moncalvo
Dario Rossi
Dingde Jiang
Dong Zhang
Elena Baralis
Emilio Leonardi
Federico Cerutti
Federico Mirra
Flavio Giobergia

View all 63 co-authors