Archivio Istituzionale della RicercaBOFFA, MATTEO
BOFFA, MATTEO
Dipartimento di Automatica e Informatica
051974
ShortcutCatcher: Making Traffic Classification Reliable
2026 Zhao, Yuqi; Boffa, Matteo; Vassio, Luca; Mellia, Marco
Language Models and Cybersecurity - Applications and Current Limits
2025 Boffa, Matteo
The Sweet Danger of Sugar: Debunking Representation Learning for Encrypted Traffic Classification
2025 Zhao, Yuqi; Dettori, Giovanni; Boffa, Matteo; Vassio, Luca; Mellia, Marco
A Systematic Comparison of Large Language Models Performance for Intrusion Detection
2024 Bui, Minh-Thanh; Boffa, Matteo; Valentim, Rodolfo Vieira; Navarro, Jose Manuel; Chen, Fuxing; Bao, Xiaosheng; Houidi, Zied Ben; Rossi, Dario
LogPrécis: Unleashing language models for automated malicious log analysis
2024 Boffa, Matteo; Drago, Idilio; Mellia, Marco; Vassio, Luca; Giordano, Danilo; Valentim, Rodolfo; Houidi, Zied Ben
Automatic identification of urban functions via social mining
2023 Chiesa, G.; Boffa, M.; Lanza, C.; Baldoni, V.; Fabiani, F.; Ravera, A.
The polynomial robust knapsack problem
2023 Baldo, Alessandro; Boffa, Matteo; Cascioli, Lorenzo; Fadda, Edoardo; Lanza, Chiara; Ravera, Arianna
Neural combinatorial optimization beyond the TSP: Existing architectures under-represent graph structure
2022 Boffa, Matteo; Houidi, Zied Ben; Krolikowski, Jonatan; Rossi, Dario)
On using pretext tasks to learn representations from network logs
2022 Boffa, M.; Vassio, L.; Mellia, M.; Drago, I.; Milan, G.; Houidi, Z. B.; Rossi, D.
Towards NLP-based Processing of Honeypot Logs
2022 Boffa, Matteo; Milan, Giulia; Vassio, Luca; Drago, Idilio; Mellia, Marco; Ben Houidi, Zied
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| ShortcutCatcher: Making Traffic Classification Reliable / Zhao, Y., Boffa, M., Vassio, L., Mellia, M.. - In: THE PROCEEDINGS OF THE ACM ON NETWORKING. - ISSN 2834-5509. - 4:(2026), pp. 1-15. [10.1145/3808671] | 1-gen-2026 | Yuqi ZhaoMatteo BoffaLuca VassioMarco Mellia | 3808671.pdf |
| Language Models and Cybersecurity - Applications and Current Limits / Boffa, Matteo. - (2025 Apr 09), pp. 1-200. [10.13121/polito/porto/3000607] | 9-apr-2025 | BOFFA, MATTEO | converted_final_version_thesis.pdf; converted_final_synthesis.pdf |
| The Sweet Danger of Sugar: Debunking Representation Learning for Encrypted Traffic Classification / Zhao, Y., Dettori, G., Boffa, M., Vassio, L., Mellia, M.. - ELETTRONICO. - (2025), pp. 296-310. (SIGCOMM '25: ACM SIGCOMM 2025 Conference Coimbra (PT) September 8 - 11, 2025) [10.1145/3718958.3750498]. | 1-gen-2025 | Zhao, YuqiDettori, GiovanniBoffa, MatteoVassio, LucaMellia, Marco | 3718958.3750498.pdf |
| A Systematic Comparison of Large Language Models Performance for Intrusion Detection / Bui, M., Boffa, M., Valentim, R.V., Navarro, J.M., Chen, F., Bao, X., Houidi, Z.B., Rossi, D.. - In: THE PROCEEDINGS OF THE ACM ON NETWORKING. - ISSN 2834-5509. - ELETTRONICO. - 2:CoNEXT4(2024), pp. 1-23. [10.1145/3696379] | 1-gen-2024 | Boffa, Matteo + | Paper_CoNext.pdf; No_Copyright_ACM_LLMSec___CoNEXT_24-1.pdf |
| LogPrécis: Unleashing language models for automated malicious log analysis / Boffa, M., Drago, I., Mellia, M., Vassio, L., Giordano, D., Valentim, R., Houidi, Z.B.. - In: COMPUTERS & SECURITY. - ISSN 0167-4048. - ELETTRONICO. - 141:(2024). [10.1016/j.cose.2024.103805] | 1-gen-2024 | Boffa, MatteoDrago, IdilioMellia, MarcoVassio, LucaGiordano, DaniloValentim, Rodolfo + | 1-s2.0-S0167404824001068-main.pdf |
| Automatic identification of urban functions via social mining / Chiesa, G., Boffa, M., Lanza, C., Baldoni, V., Fabiani, F., Ravera, A.. - In: CITIES. - ISSN 0264-2751. - STAMPA. - 137:(2023). [10.1016/j.cities.2023.104262] | 1-gen-2023 | Chiesa G.Boffa M. + | 1-s2.0-S0264275123000744-main.pdf |
| The polynomial robust knapsack problem / Baldo, A., Boffa, M., Cascioli, L., Fadda, E., Lanza, C., Ravera, A.. - In: EUROPEAN JOURNAL OF OPERATIONAL RESEARCH. - ISSN 0377-2217. - STAMPA. - 305:3(2023), pp. 1424-1434. [10.1016/j.ejor.2022.06.029] | 1-gen-2023 | Boffa, MatteoFadda, Edoardo + | Accepted_EJOR.pdf; Boffa-ThePolynomial.pdf |
| Neural combinatorial optimization beyond the TSP: Existing architectures under-represent graph structure / Boffa, M., Houidi, Z.B., Krolikowski, J., Rossi, D.. - ELETTRONICO. - (2022). (2nd workshop on Graphs and more Complex structures for Learning and Reasoning ) [10.48550/ARXIV.2201.00668]. | 1-gen-2022 | Boffa, Matteo + | article.pdf |
| On using pretext tasks to learn representations from network logs / Boffa, M., Vassio, L., Mellia, M., Drago, I., Milan, G., Houidi, Z.B., Rossi, D.. - STAMPA. - (2022), pp. 21-26. (NativeNi '22: 1st International Workshop on Native Network Intelligence Roma, Italy 9 December 2022) [10.1145/3565009.3569522]. | 1-gen-2022 | Boffa M.Vassio L.Mellia M.Drago I.Milan G. + | 2022_pretext_NATIVENI_published.pdf |
| Towards NLP-based Processing of Honeypot Logs / Boffa, M., Milan, G., Vassio, L., Drago, I., Mellia, M., Ben Houidi, Z.. - STAMPA. - (2022), pp. 314-321. (2022 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW) Genoa, Italy 06-10 June 2022) [10.1109/EuroSPW55150.2022.00038]. | 1-gen-2022 | Boffa, MatteoVassio, LucaDrago, IdilioMellia, Marco + | Article_IEEE.pdf; Workshop_WTMC.pdf |