Archivio Istituzionale della RicercaMELLIA, MARCO
MELLIA, MARCO
Dipartimento di Automatica e Informatica
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Risultati 1 - 20 di 237 (tempo di esecuzione: 0.003 secondi).
Poster: The Potential of Erroneous Outbound Traffic Analysis to Unveil Silent Internal Anomalies
In corso di stampa Sordello, Andrea; Wang, Zhihao; Huang, Kai; Cornacchia, Alessandro; Mellia, Marco
CFA-Bench: Cybersecurity Forensic Llm Agent Benchmark and Testing
2025 De Santis, Francesco; Huang, Kai; Valentim, Rodolfo; Giordano, Danilo; Mellia, Marco; Houidi, Zied Ben; Rossi, Dario
Join the Chat: How Curiosity Sparks Participation in Telegram Groups
2025 Paoletti, Giordano; Almeida, Jussara M.; Vassio, Luca; Gonçalves, Marcos André; Mellia, Marco
MAD: Multicriteria Anomaly Detection of Suspicious Financial Accounts from Billions of Cash Transactions
2025 Paoletti, Giordano; Giobergia, Flavio; Giordano, Danilo; Cagliero, Luca; Ronchiadin, Silvia; Moncalvo, Dario; Mellia, Marco; Baralis, Elena
The Sweet Danger of Sugar: Debunking Representation Learning for Encrypted Traffic Classification
2025 Zhao, Yuqi; Dettori, Giovanni; Boffa, Matteo; Vassio, Luca; Mellia, Marco
Topic-wise Exploration of the Telegram Group-verse
2025 Perlo, Alessandro; Paoletti, Giordano; Jha, Nikhil; Vassio, Luca; MARQUES DE ALMEIDA GONCALVES, Jussara; Mellia, Marco
A First View of Topics API Usage in the Wild
2024 Verna, Alberto; Jha, Nikhil; Trevisan, Martino; Mellia, Marco
Benchmarking Evolutionary Community Detection Algorithms in Dynamic Networks
2024 Paoletti, Giordano; Gioacchini, Luca; Mellia, Marco; Vassio, Luca; Almeida, Jussara M.
Detecting Edge and Node Anomalies with Temporal GNNs
2024 Cavallo, Andrea; Gioacchini, Luca; Mellia, Marco; Vassio, Luca
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
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Poster: The Potential of Erroneous Outbound Traffic Analysis to Unveil Silent Internal Anomalies / Sordello, Andrea; Wang, Zhihao; Huang, Kai; Cornacchia, Alessandro; Mellia, Marco. - ELETTRONICO. - (In corso di stampa). (Intervento presentato al convegno 2025 Internet Measurement Conference (IMC) tenutosi a Madison, WI, USA nel 28-31 Ottobre 2025) [10.1145/3730567.3768599]. | In corso di stampa | Sordello, AndreaWang, ZhihaoHuang,KaiMellia, Marco + | - |
| CFA-Bench: Cybersecurity Forensic Llm Agent Benchmark and Testing / De Santis, Francesco; Huang, Kai; Valentim, Rodolfo; Giordano, Danilo; Mellia, Marco; Houidi, Zied Ben; Rossi, Dario. - (2025), pp. 217-225. (Intervento presentato al convegno 2025 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW) tenutosi a Venice (ITA) nel 30 June - 04 July 2025) [10.1109/eurospw67616.2025.00031]. | 1-gen-2025 | De Santis, FrancescoHuang, KaiValentim, RodolfoGiordano, DaniloMellia, MarcoRossi, Dario + | CFA-Bench_Cybersecurity_Forensic_Llm_Agent_Benchmark_and_Testing.pdf; CFABench_Agent_Foresics.pdf |
| Join the Chat: How Curiosity Sparks Participation in Telegram Groups / Paoletti, Giordano; Almeida, Jussara M.; Vassio, Luca; Gonçalves, Marcos André; Mellia, Marco. - 19:(2025), pp. 1493-1509. (Intervento presentato al convegno International AAAI Conference on Web and Social Media tenutosi a Copenhagen (DK) nel June 23–26, 2025) [10.1609/icwsm.v19i1.35884]. | 1-gen-2025 | Paoletti, GiordanoVassio, LucaMellia, Marco + | 35884-Article Text-39952-1-2-20250607.pdf |
| MAD: Multicriteria Anomaly Detection of Suspicious Financial Accounts from Billions of Cash Transactions / Paoletti, Giordano; Giobergia, Flavio; Giordano, Danilo; Cagliero, Luca; Ronchiadin, Silvia; Moncalvo, Dario; Mellia, Marco; Baralis, Elena. - 2:(2025), pp. 4751-4760. (Intervento presentato al convegno KDD '25: The 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining tenutosi a Toronto ON (CAN) nel August 3 - 7, 2025) [10.1145/3711896.3737244]. | 1-gen-2025 | Giordano PaolettiFlavio GiobergiaDanilo GiordanoLuca CaglieroMarco MelliaElena Baralis + | 3711896.3737244.pdf |
| The Sweet Danger of Sugar: Debunking Representation Learning for Encrypted Traffic Classification / Zhao, Yuqi; Dettori, Giovanni; Boffa, Matteo; Vassio, Luca; Mellia, Marco. - ELETTRONICO. - (2025), pp. 296-310. (Intervento presentato al convegno SIGCOMM '25: ACM SIGCOMM 2025 Conference tenutosi a Coimbra (PT) nel September 8 - 11, 2025) [10.1145/3718958.3750498]. | 1-gen-2025 | Zhao, YuqiDettori, GiovanniBoffa, MatteoVassio, LucaMellia, Marco | 3718958.3750498.pdf |
| Topic-wise Exploration of the Telegram Group-verse / Perlo, Alessandro; Paoletti, Giordano; Jha, Nikhil; Vassio, Luca; MARQUES DE ALMEIDA GONCALVES, Jussara; Mellia, Marco. - (2025), pp. 1792-1801. (Intervento presentato al convegno 15th Temporal Web Analytics Workshop (TempWeb 2025) in conjunction with The Web Conference 2025 tenutosi a Sidney (AUS) nel 28 April - 2 May 2025) [10.1145/3701716.3717506]. | 1-gen-2025 | Paoletti GiordanoJha NikhilVassio LucaAlmeida JussaraMellia Marco + | 3701716.3717506.pdf |
| A First View of Topics API Usage in the Wild / Verna, Alberto; Jha, Nikhil; Trevisan, Martino; Mellia, Marco. - ELETTRONICO. - (2024), pp. 48-54. (Intervento presentato al convegno The 20th International Conference on emerging Networking EXperiments and Technologies tenutosi a Los Angeles (USA) nel December 9 - 12, 2024) [10.1145/3680121.3697810]. | 1-gen-2024 | Alberto VernaNikhil JhaMartino TrevisanMarco Mellia | 3680121.3697810.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 |
| Detecting Edge and Node Anomalies with Temporal GNNs / Cavallo, Andrea; Gioacchini, Luca; Mellia, Marco; Vassio, Luca. - ELETTRONICO. - (2024), pp. 7-13. (Intervento presentato al convegno 3rd GNNet Workshop - Graph Neural Networking Workshop tenutosi a Los Angeles, California (USA) nel December 9, 2024) [10.1145/3694811.3697818]. | 1-gen-2024 | Gioacchini, LucaMellia, MarcoVassio, Luca + | 3694811.3697818.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 |