DRAGO, IDILIO

DRAGO, IDILIO  

Dipartimento di Automatica e Informatica  

034456  

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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.pdfCross-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.pdfExplainable_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.pdfTOIT___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.pdfLost_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.pdfValentim-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.pdfMeasuring_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).pdfAI-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.pdfWorkshop_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.pdfHoneypots_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.pdfdarkvec_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.pdfDPI_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.pdfMeasuring_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.pdfMain.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.pdf2021_COINS_accepted.pdf
The New Abnormal: Network Anomalies in the AI Era / Soro, Francesca; Favale, Thomas; Giordano, Danilo; Vassio, Luca; Ben Houidi, Zied; Drago, Idilio - In: Communication Networks and Service Management in the Era of Artificial Intelligence and Machine LearningELETTRONICO. - [s.l] : Wiley Online Library, 2021. - ISBN 9781119675501. - pp. 261-288 [10.1002/9781119675525.ch11] 1-gen-2021 Soro, FrancescaFavale, ThomasGiordano, DaniloVassio, LucaDrago, Idilio + Wiley_Book_Chapter.pdf