Matteo Boffa

According to our database, Matteo Boffa authored at least 13 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Autonomous LLM Agents & CTFs: A Second Look.

Youness Bouchari, Matteo Boffa, Marco Mellia, Idilio Drago, Minh-Thanh Bui, Dario Rossi

CoRR, May, 2026

Improving Generalization on Cybersecurity Tasks with Multi-Modal Contrastive Learning.

Jianan Huang, Rodolfo V. Valentim, Luca Vassio, Matteo Boffa, Marco Mellia, Idilio Drago, Dario Rossi

CoRR, March, 2026

Towards Agentic Honeynet Configuration.

Federico Mirra, Matteo Boffa, Idilio Drago, Danilo Giordano, Marco Mellia

CoRR, March, 2026

2025

Large-Scale Constraint Generation - Can LLMs Parse Hundreds of Constraints?

Matteo Boffa, Jiaxuan You

CoRR, September, 2025

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, August, 2025

The Sweet Danger of Sugar: Debunking Representation Learning for Encrypted Traffic Classification.

Yuqi Zhao, Giovanni Dettori, Matteo Boffa, Luca Vassio, Marco Mellia

Proceedings of the ACM SIGCOMM 2025 Conference, 2025

2024

A Systematic Comparison of Large Language Models Performance for Intrusion Detection.

Minh-Thanh Bui, Matteo Boffa, Rodolfo Vieira Valentim, José Manuel Navarro, Fuxing Chen, Xiaosheng Bao, Zied Ben-Houidi, Dario Rossi

PACMNET, 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

2023

The polynomial robust knapsack problem.

Alessandro Baldo, Matteo Boffa, Lorenzo Cascioli, Edoardo Fadda, Chiara Lanza, Arianna Ravera

Eur. J. Oper. Res., 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

2022

Neural combinatorial optimization beyond the TSP: Existing architectures under-represent graph structure.

Matteo Boffa, Zied Ben-Houidi, Jonatan Krolikowski, Dario Rossi

CoRR, 2022

Towards NLP-based Processing of Honeypot Logs.

Matteo Boffa, Giulia Milan, Luca Vassio, Idilio Drago, Marco Mellia, Zied Ben-Houidi

Proceedings of the IEEE European Symposium on Security and Privacy, 2022

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

Proceedings of the 1st International Workshop on Native Network Intelligence, 2022