Archivio Istituzionale della RicercaDRAGO, IDILIO
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
Lost in Translation: AI-based Generator of Cross-Language Sound-Squatting
2023 Valentim, Rodolfo; Drago, Idilio; Mellia, Marco; Cerutti, Federico
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
RL-IoT: Reinforcement Learning to Interact with IoT Devices
2021 Milan, Giulia; Vassio, Luca; Drago, Idilio; Mellia, Marco
Sensing the Noise: Uncovering Communities in Darknet Traffic
2020 Soro, Francesca; Allegretta, Mauro; Mellia, Marco; Drago, Idilio; Bertholdo, Leandro M.
Unveiling Community Dynamics on Instagram Political Network
2020 Gomes Ferreira, Carlos Henrique; Murai, Fabricio; Couto da Silva, Ana Paula; de Almeida, Jussara Marques; Trevisan, Martino; Vassio, Luca; Drago, Idilio; Mellia, Marco
α-MON: Anonymized Passive Traffic Monitoring
2020 Favale, Thomas; Trevisan, Martino; Drago, Idilio; Mellia, Marco
Are Darknets All The Same? On Darknet Visibility for Security Monitoring
2019 Soro, Francesca; Drago, Idilio; Trevisan, Martino; Mellia, Marco; Ceron, Joao; J. Santanna, Jose
Characterizing Usage Patterns and Service Demand of a Two-Way Car-Sharing System
2019 Rooke, Felipe; Aquiles, Victor; Vieira Borges, Alex; M Almeida, Jussara; Drago, Idilio
Improving Performance of QUIC in WiFi
2019 Manzoor, J.; Cerda-Alabern, L.; Sadre, R.; Drago, I.
Privacy-preserving network monitoring at high-speed
2019 Favale, Thomas; Mellia, Marco; Drago, Idilio; Trevisan, Martino
Towards Understanding Political Interactions on Instagram
2019 Trevisan, Martino; Vassio, Luca; Drago, Idilio; Mellia, Marco; MURAI FERREIRA, Fabricio; DINIZ DE FIGUEIREDO, FLAVIO VINICIUS; Couto da Silva, Ana Paula; Almeida, Jussara M.
Five Years at the Edge: Watching Internet from the ISP Network
2018 Trevisan, Martino; Giordano, Danilo; Drago, Idilio; Mellia, Marco; Munafo, Maurizio
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Explainable Stacking Models based on Complementary Traffic Embeddings / Gioacchini, L., Santos, W., Lopes, B., Drago, I., Mellia, M., Almeida Jussara, M., Gonçalves Marcos, A.. - (2024), pp. 261-272. (2024 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW) Vienna (AUT) 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 |
| Lost in Translation: AI-based Generator of Cross-Language Sound-Squatting / Valentim, R., Drago, I., Mellia, M., Cerutti, F.. - (2023), pp. 513-520. (2023 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW) Delft, Netherlands 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 |
| AI-based Sound-Squatting Attack Made Possible / Vieira Valentim, R., Drago, I., Cerutti, F., Mellia, M.. - (2022), pp. 448-453. (2022 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW) Genoa, Italy 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. (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 |
| What Scanners do at L7? Exploring Horizontal Honeypots for Security Monitoring / Favale, T., Giordano, D., Drago, I., Mellia, M.. - ELETTRONICO. - (2022), pp. 307-313. (2022 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW) Genoa, Italy 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, R., Drago, I., Trevisan, M., Cerutti, F., Mellia, M.. - ELETTRONICO. - (2021), pp. 3-4. (ACM CoNEXT 2021 - International Conference on emerging Networking EXperiments and Technologies Virtual Event Germany 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, L., Vassio, L., Mellia, M., Drago, I., Houidi, Z.B., Rossi, D.. - STAMPA. - (2021), pp. 76-89. (CoNEXT '21: 17th International Conference on emerging Networking EXperiments and Technologies Virtual Event Germany 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, T., Favale, T., Soro, F., Mellia, M., Drago, I.. - ELETTRONICO. - (2021), pp. 37-42. (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, M., Giordano, D., Drago, I., Khatouni, A.S.. - ELETTRONICO. - (2021), pp. 1-8. (2021 19th Mediterranean Communication and Computer Networking Conference (MedComNet) 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 |
| RL-IoT: Reinforcement Learning to Interact with IoT Devices / Milan, G., Vassio, L., Drago, I., Mellia, M.. - STAMPA. - (2021), pp. 1-6. (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 |
| Sensing the Noise: Uncovering Communities in Darknet Traffic / Soro, F., Allegretta, M., Mellia, M., Drago, I., Bertholdo, L.M.. - ELETTRONICO. - (2020). (2020 Mediterranean Communication and Computer Networking Conference (MedComNet) Arona (IT) 17-19 June 2020) [10.1109/MedComNet49392.2020.9191555]. | 1-gen-2020 | Soro, FrancescaMellia, MarcoDrago, Idilio + | MedComNet2020-12.pdf; 09191555.pdf |
| Unveiling Community Dynamics on Instagram Political Network / Gomes Ferreira, C.H., Murai, F., Couto da Silva, A.P., de Almeida, J.M., Trevisan, M., Vassio, L., Drago, I., Mellia, M.. - (2020), pp. 231-240. (12th ACM Conference on Web Science Southampton (UK) July 6th - July 10th, 2020) [10.1145/3394231.3397913]. | 1-gen-2020 | Gomes Ferreira, Carlos HenriqueTrevisan, MartinoVassio, LucaDrago, IdilioMellia, Marco + | Websci_2020___New_template (20).pdf; 3394231.3397913.pdf |
| α-MON: Anonymized Passive Traffic Monitoring / Favale, T., Trevisan, M., Drago, I., Mellia, M.. - ELETTRONICO. - (2020), pp. 10-18. (2020 32nd International Teletraffic Congress (ITC 32) Osaka, Japan 22-24 Sept. 2020) [10.1109/ITC3249928.2020.00010]. | 1-gen-2020 | Thomas FavaleMartino TrevisanIdilio DragoMarco Mellia | 09355555 (1).pdf; Paper_anonimizzatore (22).pdf |
| Are Darknets All The Same? On Darknet Visibility for Security Monitoring / Soro, F., Drago, I., Trevisan, M., Mellia, M., Ceron, J., J. Santanna, J.. - ELETTRONICO. - (2019), pp. 1-6. (2019 IEEE International Symposium on Local and Metropolitan Area Networks (LANMAN) Paris, France 1-3 July 2019) [10.1109/LANMAN.2019.8847113]. | 1-gen-2019 | Soro, FrancescaDrago, IdilioTrevisan, MartinoMellia, Marco + | main.pdf; Are_Darknets_All_The_Same_On_Darknet_Visibility_for_Security_Monitoring.pdf |
| Characterizing Usage Patterns and Service Demand of a Two-Way Car-Sharing System / Rooke, F., Aquiles, V., Vieira Borges, A., M Almeida, J., Drago, I.. - ELETTRONICO. - 926:(2019), pp. 3-17. (1st Workshop on Big Social Data and Urban Computing (BiDU 2018) Rio de Janeiro, Brazil 31/08/2018) [10.1007/978-3-030-11238-7_1]. | 1-gen-2019 | Idilio Drago + | BiDU20018_paper.pdf |
| Improving Performance of QUIC in WiFi / Manzoor, J., Cerda-Alabern, L., Sadre, R., Drago, I.. - 2019-:(2019), pp. 1-6. (2019 IEEE Wireless Communications and Networking Conference, WCNC 2019 mar 2019) [10.1109/WCNC.2019.8886329]. | 1-gen-2019 | Drago I. + | Improving_Performance_of_QUIC_in_WiFi.pdf; Drago-Improving.pdf |
| Privacy-preserving network monitoring at high-speed / Favale, T., Mellia, M., Drago, I., Trevisan, M.. - STAMPA. - (2019). (ACM IMC 2019 Amsterdam (NL) 21/10/2019 - 23/10/2019). | 1-gen-2019 | FAVALE, THOMASMarco MelliaIdilio DragoMartino Trevisan | Poster IMC.pdf |
| Towards Understanding Political Interactions on Instagram / Trevisan, M., Vassio, L., Drago, I., Mellia, M., MURAI FERREIRA, F., DINIZ DE FIGUEIREDO, F.V., Couto da Silva, A.P., Almeida, J.M.. - ELETTRONICO. - (2019), pp. 247-251. (30th ACM Conference on Hypertext and Social Media Hof, Germany September 17 - 20, 2019) [10.1145/3342220.3343657]. | 1-gen-2019 | Trevisan, MartinoVassio, LucaDrago, IdilioMellia, MarcoMURAI FERREIRA, FABRICIODINIZ DE FIGUEIREDO, FLAVIO VINICIUSCouto da Silva, Ana Paula + | 1904.11719.pdf |
| Five Years at the Edge: Watching Internet from the ISP Network / Trevisan, M., Giordano, D., Drago, I., Mellia, M., Munafo, M.. - ELETTRONICO. - (2018), pp. 1-12. (Proceedings of the 14th International Conference on Emerging Networking EXperiments and Technologies (CoNEXT 2018) Heraklion, Greece December 04-07, 2018) [10.1145/3281411.3281433]. | 1-gen-2018 | Trevisan, MartinoGiordano, DaniloDrago, IdilioMellia, MarcoMunafo, Maurizio | paper.pdf |