GIOACCHINI, LUCA
GIOACCHINI, LUCA
Dipartimento di Elettronica e Telecomunicazioni
061120
Detecting Edge and Node Anomalies with Temporal Graph Neural Networks
In corso di stampa Cavallo, Andrea; Gioacchini, Luca; Mellia, Marco; Vassio, Luca
AgentQuest: A Modular Benchmark Framework to Measure Progress and Improve LLM Agents
2024 Gioacchini, Luca; Siracusano, Giuseppe; Sanvito, Davide; Gashteovski, Kiril; Friede, David; Bifulco, Roberto; Lawrence, Carolin
AutoPenBench: Benchmarking Generative Agents for Penetration Testing
2024 Gioacchini, Luca; Mellia, Marco; Drago, Idilio; Delsanto, Alexander; Siracusano, Giuseppe; Bifulco, Roberto
Benchmarking Evolutionary Community Detection Algorithms in Dynamic Networks
2024 Paoletti, Giordano; Gioacchini, Luca; Mellia, Marco; Vassio, Luca; Almeida, Jussara M.
Cross-network Embeddings Transfer for Traffic Analysis
2024 Gioacchini, Luca; Mellia, Marco; Vassio, Luca; Drago, Idilio; Milan, Giulia; Houidi, Zied Ben; Rossi, Dario
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
Exploring Temporal GNN Embeddings for Darknet Traffic Analysis
2023 Gioacchini, Luca; Cavallo, Andrea; Mellia, Marco; Vassio, Luca
i-DarkVec: Incremental Embeddings for Darknet Traffic Analysis
2023 Gioacchini, Luca; Vassio, Luca; Mellia, Marco; Drago, Idilio; Ben Houidi, Zied; Rossi, Dario
DarkVec: automatic analysis of darknet traffic with word embeddings
2021 Gioacchini, Luca; Vassio, Luca; Mellia, Marco; Drago, Idilio; Houidi, Zied Ben; Rossi, Dario
Sensors Characterization for a Calibration-Free Connected Smart Insole for Healthy Ageing
2021 Gioacchini, Luca; Poli, Angelica; Cecchi, Stefania; Spinsante, Susanna
A Data-based Platform for Supporting Profit-driven Strategy in the Italian Spot Electricity Markets
2020 Huang, T.; Gioacchini, L.; Guaiana, F.; Valente, B.; Pio Domiziani, G.
A field-measurements-based LoRa network planning tool
2020 Spinsante, S.; Gioacchini, L.; Scalise, L.
A Hybrid Data-and-simulation-based Analysis of the Participants' Behavior Potential in the Italian Spot Electricity Markets
2020 Huang, T.; Gioacchini, L.; Guaiana, F.; Huang, S.; Valente, B.; Pio Domiziani, G.
A novel experimental-based tool for the design of LoRa networks
2019 Spinsante, S.; Gioacchini, L.; Scalise, L.
LoRa Evaluation in Mobility Conditions for a Connected Smart Shoe Measuring Physical Activity
2019 Spinsante, S.; Poli, A.; Pirani, S.; Gioacchini, L.
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 + | - |
AgentQuest: A Modular Benchmark Framework to Measure Progress and Improve LLM Agents / Gioacchini, Luca; Siracusano, Giuseppe; Sanvito, Davide; Gashteovski, Kiril; Friede, David; Bifulco, Roberto; Lawrence, Carolin. - ELETTRONICO. - 3:(2024), pp. 185-193. (Intervento presentato al convegno 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies tenutosi a Mexico City (Mexico) nel June 16-21, 2024) [10.48550/arxiv.2404.06411]. | 1-gen-2024 | Luca Gioacchini + | 2024.naacl-demo.19.pdf |
AutoPenBench: Benchmarking Generative Agents for Penetration Testing / Gioacchini, Luca; Mellia, Marco; Drago, Idilio; Delsanto, Alexander; Siracusano, Giuseppe; Bifulco, Roberto. - (2024). [10.48550/arXiv.2410.03225] | 1-gen-2024 | Luca GioacchiniMarco MelliaIdilio Drago + | - |
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 |
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 |
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 |
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 |
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 |
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 |
Sensors Characterization for a Calibration-Free Connected Smart Insole for Healthy Ageing / Gioacchini, Luca; Poli, Angelica; Cecchi, Stefania; Spinsante, Susanna. - STAMPA. - IoT Technologies for HealthCare:(2021), pp. 35-54. (Intervento presentato al convegno International Conference on IoT Technologies for HealthCare tenutosi a Viana do Castelo, Portugal nel December 3, 2020) [10.1007/978-3-030-69963-5_3]. | 1-gen-2021 | Gioacchini, Luca + | EAI_HealthyIoT___2020_2nd_paper_smart_insole.pdf; sensors_characterization.pdf |
A Data-based Platform for Supporting Profit-driven Strategy in the Italian Spot Electricity Markets / Huang, T.; Gioacchini, L.; Guaiana, F.; Valente, B.; Pio Domiziani, G.. - (2020), pp. 1-6. (Intervento presentato al convegno 55th International Universities Power Engineering Conference, UPEC 2020 tenutosi a ita nel 2020) [10.1109/UPEC49904.2020.9209787]. | 1-gen-2020 | Huang T.Gioacchini L.Guaiana F.Valente B. + | 09209787.pdf |
A field-measurements-based LoRa network planning tool / Spinsante, S.; Gioacchini, L.; Scalise, L.. - In: ACTA IMEKO. - ISSN 0237-028X. - ELETTRONICO. - 9:4(2020), pp. 21-29. [10.21014/acta_imeko.v9i4.725] | 1-gen-2020 | Gioacchini L. + | 725-6098-1-PB.pdf |
A Hybrid Data-and-simulation-based Analysis of the Participants' Behavior Potential in the Italian Spot Electricity Markets / Huang, T.; Gioacchini, L.; Guaiana, F.; Huang, S.; Valente, B.; Pio Domiziani, G.. - (2020), pp. 1-6. (Intervento presentato al convegno 55th International Universities Power Engineering Conference, UPEC 2020 tenutosi a Italia nel 2020) [10.1109/UPEC49904.2020.9209761]. | 1-gen-2020 | Huang T.Gioacchini L.Guaiana F.Huang S.Valente B. + | 09209761.pdf |
A novel experimental-based tool for the design of LoRa networks / Spinsante, S.; Gioacchini, L.; Scalise, L.. - (2019), pp. 317-322. (Intervento presentato al convegno 2nd IEEE International Workshop on Metrology for Industry 4.0 and IoT, MetroInd 4.0 and IoT 2019 tenutosi a Napoli (Italia) nel 4-6 Giugno 2019) [10.1109/METROI4.2019.8792833]. | 1-gen-2019 | Gioacchini L. + | A_novel_experimental-based_tool_for_the_design_of_LoRa_networks.pdf |
LoRa Evaluation in Mobility Conditions for a Connected Smart Shoe Measuring Physical Activity / Spinsante, S.; Poli, A.; Pirani, S.; Gioacchini, L.. - ELETTRONICO. - (2019), pp. 1-5. (Intervento presentato al convegno 5th IEEE International Symposium on Measurements and Networking, M and N 2019 tenutosi a Catania (Italia) nel 8-10 July 2019) [10.1109/IWMN.2019.8805037]. | 1-gen-2019 | Gioacchini L. + | LoRa_Evaluation_in_Mobility_Conditions_for_a_Connected_Smart_Shoe_Measuring_Physical_Activity.pdf |