Archivio Istituzionale della RicercaMELLIA, MARCO
MELLIA, MARCO
Dipartimento di Automatica e Informatica
003516
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Risultati 1 - 20 di 230 (tempo di esecuzione: 0.003 secondi).
Detecting Edge and Node Anomalies with Temporal Graph Neural Networks
In corso di stampa Cavallo, Andrea; Gioacchini, Luca; Mellia, Marco; Vassio, Luca
Benchmarking Evolutionary Community Detection Algorithms in Dynamic Networks
2024 Paoletti, Giordano; Gioacchini, Luca; Mellia, Marco; Vassio, Luca; Almeida, Jussara M.
Dynamic Cluster Analysis to Detect and Track Novelty in Network Telescopes
2024 Huang, Kai; Gioacchini, Luca; Mellia, Marco; Vassio, Luca
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
Incremental Federated Host Embeddings for Network Telescopes Traffic Analysis
2024 Huang, Kai; Gioacchini, Luca; Mellia, Marco; Vassio, Luca
Monitoring Web QoE in Satellite Networks from Passive Measurements
2024 Perna, Gianluca; Trevisan, Martino; Giordano, Danilo; Perdices, Daniel; Mellia, Marco
Exploring Temporal GNN Embeddings for Darknet Traffic Analysis
2023 Gioacchini, Luca; Cavallo, Andrea; Mellia, Marco; Vassio, Luca
GLEm-Net: Unified Framework for Data Reduction with Categorical and Numerical Features
2023 DE SANTIS, Francesco; Giordano, Danilo; Mellia, Marco; Damilano, Alessia
I Refuse if You Let Me: Studying User Behavior with Privacy Banners at Scale
2023 Jha, Nikhil; Trevisan, Martino; Mellia, Marco; Irarrazaval, Rodrigo; Fernandez, Daniel
Lost in Translation: AI-based Generator of Cross-Language Sound-Squatting
2023 Valentim, Rodolfo; Drago, Idilio; Mellia, Marco; Cerutti, Federico
On the Robustness of Topics API to a Re-Identification Attack
2023 Jha, N.; Trevisan, M.; Leonardi, E.; Mellia, M.
Recommendation Systems in Libraries: an Application with Heterogeneous Data Sources
2023 Speciale, A.; Vallero, G.; Vassio, L.; Mellia, M.
AI-based Sound-Squatting Attack Made Possible
2022 Vieira Valentim, Rodolfo; Drago, Idilio; Cerutti, Federico; Mellia, Marco
Demand Model Generation from Traces: Adaptive KDE Data-Driven Optimization
2022 Pinna, Maurizio; Vassio, Luca; Giordano, Danilo; Mellia, Marco
Legal Entity Disambiguation for Financial Crime Detection
2022 Fior, Jacopo; Favale, Thomas; Cagliero, Luca; Giordano, Danilo; Mellia, Marco; Baralis, Elena; Ronchiadin, Silvia; Baracco, Paolo; Moncalvo, 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
What Scanners do at L7? Exploring Horizontal Honeypots for Security Monitoring
2022 Favale, Thomas; Giordano, Danilo; Drago, Idilio; Mellia, Marco
When satellite is all you have: watching the internet from 550 ms
2022 Perdices, Daniel; Perna, Gianluca; Trevisan, Martino; Giordano, Danilo; Mellia, Marco
Augmenting phishing squatting detection with GANs
2021 Valentim, Rodolfo; Drago, Idilio; Trevisan, Martino; Cerutti, Federico; Mellia, Marco
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Detecting Edge and Node Anomalies with Temporal Graph Neural Networks / Cavallo, Andrea; Gioacchini, Luca; Mellia, Marco; Vassio, Luca. - ELETTRONICO. - (In corso di stampa). (Intervento presentato al convegno 3rd GNNet Workshop - Graph Neural Networking Workshop tenutosi a Los Angeles, California (USA) nel 9 December, 2024). | In corso di stampa | Gioacchini, LucaMellia, MarcoVassio, Luca + | 2024_GNNet3_Anomaly_Detection.pdf |
| Benchmarking Evolutionary Community Detection Algorithms in Dynamic Networks / Paoletti, Giordano; Gioacchini, Luca; Mellia, Marco; Vassio, Luca; Almeida, Jussara M.. - ELETTRONICO. - (2024). (Intervento presentato al convegno 4th Workshop on Graphs and more Complex structures for Learning and Reasoning (GCLR) at AAAI 2024 tenutosi a Vancouver (CDN) nel 2024). | 1-gen-2024 | Giordano PaolettiLuca GioacchiniMarco MelliaLuca Vassio + | 2312.13784.pdf |
| Dynamic Cluster Analysis to Detect and Track Novelty in Network Telescopes / Huang, Kai; Gioacchini, Luca; Mellia, Marco; Vassio, Luca. - (2024), pp. 287-296. (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/EuroSPW61312.2024.00037]. | 1-gen-2024 | Huang KaiGioacchini LucaMellia MarcoVassio Luca | 2024_WTMC_evolutionary_darknet_workshop.pdf; Dynamic_Cluster_Analysis_to_Detect_and_Track_Novelty_in_Network_Telescopes.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 |
| Incremental Federated Host Embeddings for Network Telescopes Traffic Analysis / Huang, Kai; Gioacchini, Luca; Mellia, Marco; Vassio, Luca. - ELETTRONICO. - (2024), pp. 41-46. (Intervento presentato al convegno IEEE 44th International Conference on Distributed Computing Systems (ICDCS) tenutosi a Jersey City, NJ (USA) nel 23-23 July 2024) [10.1109/icdcsw63686.2024.00013]. | 1-gen-2024 | Huang, KaiGioacchini, LucaMellia, MarcoVassio, Luca | Incremental_Federated_Host_Embeddings_for_Network_Telescopes_Traffic_Analysis.pdf; 2024_AIDCS_DarkVec_federated.pdf |
| Monitoring Web QoE in Satellite Networks from Passive Measurements / Perna, Gianluca; Trevisan, Martino; Giordano, Danilo; Perdices, Daniel; Mellia, Marco. - (2024), pp. 669-676. (Intervento presentato al convegno 2024 IEEE 21st Consumer Communications & Networking Conference (CCNC) tenutosi a Las Vegas (USA) nel 06-09 January 2024) [10.1109/ccnc51664.2024.10454720]. | 1-gen-2024 | Perna, GianlucaTrevisan, MartinoGiordano, DaniloMellia, Marco + | Monitoring_Web_QoE_in_Satellite_Networks_from_Passive_Measurements.pdf; SatCom_QoE_CCNC.pdf |
| Exploring Temporal GNN Embeddings for Darknet Traffic Analysis / Gioacchini, Luca; Cavallo, Andrea; Mellia, Marco; Vassio, Luca. - ELETTRONICO. - (2023), pp. 31-36. (Intervento presentato al convegno 2nd GNNet Workshop - Graph Neural Networking Workshop tenutosi a Paris, France nel 8 December, 2023) [10.1145/3630049.3630175]. | 1-gen-2023 | Gioacchini, LucaMellia, MarcoVassio, Luca + | CoNEXT23_GNNet_Workshop_camera_ready.pdf |
| GLEm-Net: Unified Framework for Data Reduction with Categorical and Numerical Features / DE SANTIS, Francesco; Giordano, Danilo; Mellia, Marco; Damilano, Alessia. - ELETTRONICO. - (2023), pp. 4240-4247. (Intervento presentato al convegno 2023 IEEE International Conference on Big Data (Big Data) tenutosi a Sorrento, Italy nel 15-18 December 2023) [10.1109/BigData59044.2023.10386901]. | 1-gen-2023 | Francesco De SantisDanilo GiordanoMarco MelliaAlessia Damilano | Desantis_Bigdata.pdf; GLEm-Net_Unified_Framework_for_Data_Reduction_with_Categorical_and_Numerical_Features.pdf |
| I Refuse if You Let Me: Studying User Behavior with Privacy Banners at Scale / Jha, Nikhil; Trevisan, Martino; Mellia, Marco; Irarrazaval, Rodrigo; Fernandez, Daniel. - ELETTRONICO. - (2023), pp. 1-9. (Intervento presentato al convegno 2023 7th Network Traffic Measurement and Analysis Conference (TMA) tenutosi a Naples (Italy) nel 26-29 June 2023) [10.23919/TMA58422.2023.10198936]. | 1-gen-2023 | Jha, NikhilTrevisan, MartinoMellia, Marco + | tma2023-final19.pdf; Jha-Irefuse.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 |
| On the Robustness of Topics API to a Re-Identification Attack / Jha, N.; Trevisan, M.; Leonardi, E.; Mellia, M.. - ELETTRONICO. - 2023(4):(2023), pp. 66-78. (Intervento presentato al convegno 23rd Privacy Enhancing Technologies Symposium (PETS 2023) tenutosi a Lausanne (CH) nel July 10–15, 2023) [10.56553/popets-2023-0098]. | 1-gen-2023 | Jha, N.Trevisan, M.Leonardi, E.Mellia, M. | popets-2023-0098.pdf |
| Recommendation Systems in Libraries: an Application with Heterogeneous Data Sources / Speciale, A.; Vallero, G.; Vassio, L.; Mellia, M.. - ELETTRONICO. - 3379:(2023). (Intervento presentato al convegno 7th International workshop on Data Analytics solutions for Real-LIfe APplications tenutosi a Ioannina, Greece) nel March 28-March 31, 2023). | 1-gen-2023 | Vallero G.Vassio L.Mellia M. + | DARLI_UP2023___Recommendation_Systems_in_Libraries__an_Application_with_Heterogeneous_Data_Sources.pdf; Vallero-Recommendation.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 |
| Demand Model Generation from Traces: Adaptive KDE Data-Driven Optimization / Pinna, Maurizio; Vassio, Luca; Giordano, Danilo; Mellia, Marco. - ELETTRONICO. - (2022), pp. 48-54. (Intervento presentato al convegno 6th International Conference on Smart Grid and Smart Cities (ICSGSC) nel 22-24 October 2022) [10.1109/ICSGSC56353.2022.9963018]. | 1-gen-2022 | Pinna, MaurizioVassio, LucaGiordano, DaniloMellia, Marco | Demand_Model_Generation_from_Traces_Adaptive_KDE_Data-Driven_Optimization.pdf |
| Legal Entity Disambiguation for Financial Crime Detection / Fior, Jacopo; Favale, Thomas; Cagliero, Luca; Giordano, Danilo; Mellia, Marco; Baralis, Elena; Ronchiadin, Silvia; Baracco, Paolo; Moncalvo, Dario. - ELETTRONICO. - (2022), pp. 6639-6641. (Intervento presentato al convegno 2022 IEEE International Conference on Big Data (Big Data) tenutosi a Osaka, Japan nel 17-20 December 2022) [10.1109/BigData55660.2022.10020700]. | 1-gen-2022 | Fior, JacopoFavale, ThomasCagliero, LucaGiordano, DaniloMellia, MarcoBaralis, Elena + | Legal_Entity_Disambiguation_for_Financial_Crime_Detection.pdf; Legal_Entity_Disambiguation_for_Financial_Crime_Detection.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 |
| When satellite is all you have: watching the internet from 550 ms / Perdices, Daniel; Perna, Gianluca; Trevisan, Martino; Giordano, Danilo; Mellia, Marco. - ELETTRONICO. - (2022), pp. 137-150. (Intervento presentato al convegno Internet Measurement Conference (IMC) tenutosi a Nice (FRA) nel OCT 25-27, 2022) [10.1145/3517745.3561432]. | 1-gen-2022 | Perna, GianlucaTrevisan, MartinoGiordano, DaniloMellia, Marco + | 3517745.3561432.pdf; Satellite_Characterization_IMC.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 |