Archivio Istituzionale della RicercaBOFFA, MATTEO
BOFFA, MATTEO
Dipartimento di Elettronica e Telecomunicazioni
051974
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 |
|---|---|---|---|
| A Systematic Comparison of Large Language Models Performance for Intrusion Detection / Bui, Minh-Thanh; Boffa, Matteo; Valentim, Rodolfo Vieira; Navarro, Jose Manuel; Chen, Fuxing; Bao, Xiaosheng; Houidi, Zied Ben; Rossi, Dario. - 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, Matteo; Drago, Idilio; Mellia, Marco; Vassio, Luca; Giordano, Danilo; Valentim, Rodolfo; Houidi, Zied Ben. - 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, Alessandro; Boffa, Matteo; Cascioli, Lorenzo; Fadda, Edoardo; Lanza, Chiara; Ravera, Arianna. - 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, Matteo; Houidi, Zied Ben; Krolikowski, Jonatan; Rossi, Dario). - ELETTRONICO. - (2022). (Intervento presentato al convegno 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. (Intervento presentato al convegno NativeNi '22: 1st International Workshop on Native Network Intelligence tenutosi a Roma, Italy nel 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, Matteo; Milan, Giulia; Vassio, Luca; Drago, Idilio; Mellia, Marco; Ben Houidi, Zied. - STAMPA. - (2022), pp. 314-321. (Intervento presentato al convegno 2022 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW) tenutosi a Genoa, Italy nel 06-10 June 2022) [10.1109/EuroSPW55150.2022.00038]. | 1-gen-2022 | Boffa, MatteoVassio, LucaDrago, IdilioMellia, Marco + | Article_IEEE.pdf; Workshop_WTMC.pdf |