Archivio Istituzionale della RicercaDRAGO, IDILIO
AutoPenBench: Benchmarking Generative Agents for Penetration Testing
2024 Gioacchini, Luca; Mellia, Marco; Drago, Idilio; Delsanto, Alexander; Siracusano, Giuseppe; Bifulco, Roberto
Cross-network Embeddings Transfer for Traffic Analysis
2024 Gioacchini, Luca; Mellia, Marco; Vassio, Luca; Drago, Idilio; Milan, Giulia; Houidi, Zied Ben; Rossi, Dario
Explainable Stacking Models based on Complementary Traffic Embeddings
2024 Gioacchini, Luca; Santos, Welton; Lopes, Barbara; Drago, Idilio; Mellia, Marco; Almeida Jussara, M.; Gonçalves Marcos, André
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
X-squatter: AI Multilingual Generation of Cross-Language Sound-squatting
2024 VIEIRA VALENTIM, Rodolfo; Drago, Idilio; Mellia, Marco; Cerutti, Federico
Attacking DoH and ECH: Does Server Name Encryption Protect Users’ Privacy?
2023 Trevisan, Martino; Soro, Francesca; Mellia, Marco; Drago, Idilio; Morla, Ricardo
i-DarkVec: Incremental Embeddings for Darknet Traffic Analysis
2023 Gioacchini, Luca; Vassio, Luca; Mellia, Marco; Drago, Idilio; Ben Houidi, Zied; Rossi, Dario
Lost in Translation: AI-based Generator of Cross-Language Sound-Squatting
2023 Valentim, Rodolfo; Drago, Idilio; Mellia, Marco; Cerutti, Federico
URLGEN – Towards Automatic URL Generation Using GANs
2023 Valentim, Rodolfo; Drago, Idilio; Trevisan, Martino; Mellia, Marco
A first look at HTTP/3 adoption and performance
2022 Perna, Gianluca; Trevisan, Martino; Giordano, Danilo; Drago, Idilio
AI-based Sound-Squatting Attack Made Possible
2022 Vieira Valentim, Rodolfo; Drago, Idilio; Cerutti, Federico; Mellia, Marco
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
What Scanners do at L7? Exploring Horizontal Honeypots for Security Monitoring
2022 Favale, Thomas; Giordano, Danilo; Drago, Idilio; Mellia, Marco
Augmenting phishing squatting detection with GANs
2021 Valentim, Rodolfo; Drago, Idilio; Trevisan, Martino; Cerutti, Federico; Mellia, Marco
DarkVec: automatic analysis of darknet traffic with word embeddings
2021 Gioacchini, Luca; Vassio, Luca; Mellia, Marco; Drago, Idilio; Houidi, Zied Ben; Rossi, Dario
DPI Solutions in Practice: Benchmark and Comparison
2021 Rescio, Tommaso; Favale, Thomas; Soro, Francesca; Mellia, Marco; Drago, Idilio
Measuring HTTP/3: Adoption and Performance
2021 Trevisan, Martino; Giordano, Danilo; Drago, Idilio; Khatouni, Ali Safari
On the dynamics of political discussions on Instagram: A network perspective
2021 GOMES FERREIRA, CARLOS HENRIQUE; Murai, Fabricio; Silva, Ana Paula Couto.; Almeida, Jussara M.; Trevisan, Martino; Vassio, Luca; Mellia, Marco; Drago, Idilio
RL-IoT: Reinforcement Learning to Interact with IoT Devices
2021 Milan, Giulia; Vassio, Luca; Drago, Idilio; Mellia, Marco
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| AutoPenBench: Benchmarking Generative Agents for Penetration Testing / Gioacchini, Luca; Mellia, Marco; Drago, Idilio; Delsanto, Alexander; Siracusano, Giuseppe; Bifulco, Roberto. - ELETTRONICO. - (2024). [10.48550/arXiv.2410.03225] | 1-gen-2024 | Luca GioacchiniMarco MelliaIdilio Drago + | 2410.03225v2.pdf |
| Cross-network Embeddings Transfer for Traffic Analysis / Gioacchini, Luca; Mellia, Marco; Vassio, Luca; Drago, Idilio; Milan, Giulia; Houidi, Zied Ben; Rossi, Dario. - In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT. - ISSN 1932-4537. - ELETTRONICO. - 21:3(2024), pp. 2686-2699. [10.1109/TNSM.2023.3329442] | 1-gen-2024 | Gioacchini, LucaMellia, MarcoVassio, LucaDrago, IdilioMilan, GiuliaRossi, Dario + | Cross-network_Embeddings_Transfer_for_Traffic_Analysis-2.pdf; Cross-Network_Embeddings_Transfer_for_Traffic_Analysis.pdf |
| Explainable Stacking Models based on Complementary Traffic Embeddings / Gioacchini, Luca; Santos, Welton; Lopes, Barbara; Drago, Idilio; Mellia, Marco; Almeida Jussara, M.; Gonçalves Marcos, André. - (2024), pp. 261-272. (Intervento presentato al convegno 2024 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW) tenutosi a Vienna (AUT) nel 08-12 July 2024) [10.1109/EuroSPW61312.2024.00035]. | 1-gen-2024 | Gioacchini LucaDrago IdilioMellia Marco + | 2024_WTMC_Stacking.pdf; Explainable_Stacking_Models_based_on_Complementary_Traffic_Embeddings.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 |
| X-squatter: AI Multilingual Generation of Cross-Language Sound-squatting / VIEIRA VALENTIM, Rodolfo; Drago, Idilio; Mellia, Marco; Cerutti, Federico. - In: ACM TRANSACTIONS ON PRIVACY AND SECURITY. - ISSN 2471-2566. - ELETTRONICO. - 27:3(2024), pp. 1-27. [10.1145/3663569] | 1-gen-2024 | Rodolfo Vieira ValentimIdilio DragoMarco Mellia + | Mellia-X-Squatter.pdf |
| Attacking DoH and ECH: Does Server Name Encryption Protect Users’ Privacy? / Trevisan, Martino; Soro, Francesca; Mellia, Marco; Drago, Idilio; Morla, Ricardo. - In: ACM TRANSACTIONS ON INTERNET TECHNOLOGY. - ISSN 1533-5399. - ELETTRONICO. - 23:1(2023), pp. 1-22. [10.1145/3570726] | 1-gen-2023 | Martino TrevisanFrancesca SoroMarco MelliaIdilio Drago + | 3570726.pdf; TOIT___eSNI.pdf |
| i-DarkVec: Incremental Embeddings for Darknet Traffic Analysis / Gioacchini, Luca; Vassio, Luca; Mellia, Marco; Drago, Idilio; Ben Houidi, Zied; Rossi, Dario. - In: ACM TRANSACTIONS ON INTERNET TECHNOLOGY. - ISSN 1533-5399. - ELETTRONICO. - 23:3(2023), pp. 1-28. [10.1145/3595378] | 1-gen-2023 | Luca GioacchiniLuca VassioMarco MelliaIdilio Drago + | idarkvec_toit.pdf |
| Lost in Translation: AI-based Generator of Cross-Language Sound-Squatting / Valentim, Rodolfo; Drago, Idilio; Mellia, Marco; Cerutti, Federico. - (2023), pp. 513-520. (Intervento presentato al convegno 2023 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW) tenutosi a Delft, Netherlands nel 2-7 July 2023) [10.1109/EuroSPW59978.2023.00063]. | 1-gen-2023 | Rodolfo ValentimIdilio DragoMarco MelliaFederico Cerutti | _Camera_Ready__WTMC_2023.pdf; Lost_in_Translation_AI-based_Generator_of_Cross-Language_Sound-squatting.pdf |
| URLGEN – Towards Automatic URL Generation Using GANs / Valentim, Rodolfo; Drago, Idilio; Trevisan, Martino; Mellia, Marco. - In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT. - ISSN 1932-4537. - ELETTRONICO. - 20:3(2023), pp. 3734-3746. [10.1109/TNSM.2022.3225311] | 1-gen-2023 | Valentim, RodolfoDrago, IdilioTrevisan, MartinoMellia, Marco | TNSM3225311.pdf; Valentim-URLGEN.pdf |
| A first look at HTTP/3 adoption and performance / Perna, Gianluca; Trevisan, Martino; Giordano, Danilo; Drago, Idilio. - In: COMPUTER COMMUNICATIONS. - ISSN 0140-3664. - ELETTRONICO. - 187:(2022), pp. 115-124. [10.1016/j.comcom.2022.02.005] | 1-gen-2022 | Perna, GianlucaTrevisan, MartinoGiordano, DaniloDrago, Idilio | 1-s2.0-S0140366422000421-main.pdf; Measuring_HTTP3__Adoption_and_Performance__EXTENSION_ (1).pdf |
| AI-based Sound-Squatting Attack Made Possible / Vieira Valentim, Rodolfo; Drago, Idilio; Cerutti, Federico; Mellia, Marco. - (2022), pp. 448-453. (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/EuroSPW55150.2022.00053]. | 1-gen-2022 | Vieira Valentim, RodolfoDrago, IdilioCerutti, FedericoMellia, Marco | _Workshop__Data_driven_Soundsquatting_Generation (7).pdf; AI-based_Sound-Squatting_Attack_Made_Possible.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 |
| What Scanners do at L7? Exploring Horizontal Honeypots for Security Monitoring / Favale, Thomas; Giordano, Danilo; Drago, Idilio; Mellia, Marco. - ELETTRONICO. - (2022), pp. 307-313. (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/EuroSPW55150.2022.00037]. | 1-gen-2022 | Favale, ThomasGiordano, DaniloDrago, IdilioMellia, Marco | What_Scanners_do_at_L7_Exploring_Horizontal_Honeypots_for_Security_Monitoring.pdf; Honeypots_l7.pdf |
| Augmenting phishing squatting detection with GANs / Valentim, Rodolfo; Drago, Idilio; Trevisan, Martino; Cerutti, Federico; Mellia, Marco. - ELETTRONICO. - (2021), pp. 3-4. (Intervento presentato al convegno ACM CoNEXT 2021 - International Conference on emerging Networking EXperiments and Technologies tenutosi a Virtual Event Germany nel 7 December 2021) [10.1145/3488658.3493787]. | 1-gen-2021 | Valentim, RodolfoDrago, IdilioTrevisan, MartinoMellia, Marco + | 3488658.3493787.pdf; _CoNext_Student_2021___Augmenting_Phishing_Domain_Squatting_Training_Dataset_with_GANs.pdf |
| DarkVec: automatic analysis of darknet traffic with word embeddings / Gioacchini, Luca; Vassio, Luca; Mellia, Marco; Drago, Idilio; Houidi, Zied Ben; Rossi, Dario. - STAMPA. - (2021), pp. 76-89. (Intervento presentato al convegno CoNEXT '21: 17th International Conference on emerging Networking EXperiments and Technologies tenutosi a Virtual Event Germany nel December 7 - 10, 2021) [10.1145/3485983.3494863]. | 1-gen-2021 | Gioacchini, LucaVassio, LucaMellia, MarcoDrago, Idilio + | 3485983.3494863.pdf; darkvec_preprint.pdf |
| DPI Solutions in Practice: Benchmark and Comparison / Rescio, Tommaso; Favale, Thomas; Soro, Francesca; Mellia, Marco; Drago, Idilio. - ELETTRONICO. - (2021), pp. 37-42. (Intervento presentato al convegno 6th International Workshop on Traffic Measurements for Cybersecurity (WTMC 2021)) [10.1109/SPW53761.2021.00014]. | 1-gen-2021 | Thomas FavaleFrancesca SoroMarco MelliaIdilio Drago + | comparison_dpi-13.pdf; DPI_Solutions_in_Practice_Benchmark_and_Comparison.pdf |
| Measuring HTTP/3: Adoption and Performance / Trevisan, Martino; Giordano, Danilo; Drago, Idilio; Khatouni, Ali Safari. - ELETTRONICO. - (2021), pp. 1-8. (Intervento presentato al convegno 2021 19th Mediterranean Communication and Computer Networking Conference (MedComNet) tenutosi a Online) [10.1109/MedComNet52149.2021.9501274]. | 1-gen-2021 | Trevisan, MartinoGiordano, DaniloDrago, Idilio + | Measuring_HTTP_3_Adoption_and_Performance.pdf; Measuring_HTTP3__Adoption_and_Performance.pdf |
| On the dynamics of political discussions on Instagram: A network perspective / GOMES FERREIRA, CARLOS HENRIQUE; Murai, Fabricio; Silva, Ana Paula Couto.; Almeida, Jussara M.; Trevisan, Martino; Vassio, Luca; Mellia, Marco; Drago, Idilio. - In: ONLINE SOCIAL NETWORKS AND MEDIA. - ISSN 2468-6964. - ELETTRONICO. - 25 (100155):(2021). [10.1016/j.osnem.2021.100155] | 1-gen-2021 | GOMES FERREIRA CARLOS,Trevisan, MartinoVassio, LucaMellia, MarcoDrago, Idilio + | 1-s2.0-S2468696421000379-main.pdf; Main.pdf |
| RL-IoT: Reinforcement Learning to Interact with IoT Devices / Milan, Giulia; Vassio, Luca; Drago, Idilio; Mellia, Marco. - STAMPA. - (2021), pp. 1-6. (Intervento presentato al convegno 2021 IEEE International Conference on Omni-Layer Intelligent Systems (COINS)) [10.1109/COINS51742.2021.9524260]. | 1-gen-2021 | Milan, GiuliaVassio, LucaDrago, IdilioMellia, Marco | 2021_COINS.pdf; 2021_COINS_accepted.pdf |