Master of Science

• Machine learning for networking. A.A. 2022/23, COMMUNICATIONS ENGINEERING. Collaboratore del corso
• Interdisciplinary projects. A.A. 2024/25, ICT FOR SMART SOCIETIES (ICT PER LA SOCIETA' DEL FUTURO). Collaboratore del corso

• Paoletti, Giordano; Gioacchini, Luca; Mellia, Marco; Vassio, Luca; Almeida, Jussara (2025)
  CoDÆN: Benchmarks and Comparison of Evolutionary Community Detection Algorithms for Dynamic Networks. In: ACM TRANSACTIONS ON THE WEB. ISSN 1559-114X
  Contributo su Rivista
• Gioacchini, Luca (2025)
  Unleashing the Power of AI to Automate Cybersecurity. relatore: MELLIA, MARCO; DRAGO, IDILIO; , 37. XXXVII Ciclo, P.: 194
  Doctoral Thesis
• Cavallo, Andrea; Gioacchini, Luca; Mellia, Marco; Vassio, Luca (2024)
  Detecting Edge and Node Anomalies with Temporal GNNs. In: 3rd GNNet Workshop - Graph Neural Networking Workshop, Los Angeles, California (USA), December 9, 2024, pp. 7-13. ISBN: 979-8-4007-1254-8
  Contributo in Atti di Convegno (Proceeding)
• Huang, Kai; Gioacchini, Luca; Mellia, Marco; Vassio, Luca (2024)
  Dynamic Cluster Analysis to Detect and Track Novelty in Network Telescopes. In: 2024 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW), Vienna (AUT), 08-12 July 2024, pp. 287-296. ISBN: 979-8-3503-6729-4
  Contributo in Atti di Convegno (Proceeding)
• Gioacchini, Luca; Mellia, Marco; Drago, Idilio; Delsanto, Alexander; Siracusano, ... (2024)
  AutoPenBench: Benchmarking Generative Agents for Penetration Testing.
  Altro
• Huang, Kai; Gioacchini, Luca; Mellia, Marco; Vassio, Luca (2024)
  Incremental Federated Host Embeddings for Network Telescopes Traffic Analysis. In: IEEE 44th International Conference on Distributed Computing Systems (ICDCS), Jersey City, NJ (USA), 23-23 July 2024, pp. 41-46. ISBN: 979-8-3503-5471-3
  Contributo in Atti di Convegno (Proceeding)
• Gioacchini, Luca; Mellia, Marco; Vassio, Luca; Drago, Idilio; Milan, Giulia; Houidi, ... (2024)
  Cross-network Embeddings Transfer for Traffic Analysis. In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, vol. 21, pp. 2686-2699. ISSN 1932-4537
  Contributo su Rivista
• Paoletti, Giordano; Gioacchini, Luca; Mellia, Marco; Vassio, Luca; Almeida, Jussara M. (2024)
  Benchmarking Evolutionary Community Detection Algorithms in Dynamic Networks. In: 4th Workshop on Graphs and more Complex structures for Learning and Reasoning (GCLR) at AAAI 2024, Vancouver (CDN), 2024
  Contributo in Atti di Convegno (Proceeding)
• Gioacchini, Luca; Santos, Welton; Lopes, Barbara; Drago, Idilio; Mellia, Marco; Almeida ... (2024)
  Explainable Stacking Models based on Complementary Traffic Embeddings. In: 2024 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW), Vienna (AUT), 08-12 July 2024, pp. 261-272. ISBN: 979-8-3503-6729-4
  Contributo in Atti di Convegno (Proceeding)
• Gioacchini, Luca; Siracusano, Giuseppe; Sanvito, Davide; Gashteovski, Kiril; Friede, ... (2024)
  AgentQuest: A Modular Benchmark Framework to Measure Progress and Improve LLM Agents. In: 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Mexico City (Mexico), June 16-21, 2024, pp. 185-193
  Contributo in Atti di Convegno (Proceeding)
• Gioacchini, Luca; Vassio, Luca; Mellia, Marco; Drago, Idilio; Ben Houidi, Zied; Rossi, ... (2023)
  i-DarkVec: Incremental Embeddings for Darknet Traffic Analysis. In: ACM TRANSACTIONS ON INTERNET TECHNOLOGY, vol. 23, pp. 1-28. ISSN 1533-5399
  Contributo su Rivista
• Gioacchini, Luca; Cavallo, Andrea; Mellia, Marco; Vassio, Luca (2023)
  Exploring Temporal GNN Embeddings for Darknet Traffic Analysis. In: 2nd GNNet Workshop - Graph Neural Networking Workshop, Paris, France, 8 December, 2023, pp. 31-36. ISBN: 9798400704482
  Contributo in Atti di Convegno (Proceeding)
• Gioacchini, Luca; Poli, Angelica; Cecchi, Stefania; Spinsante, Susanna (2021)
  Sensors Characterization for a Calibration-Free Connected Smart Insole for Healthy Ageing. In: International Conference on IoT Technologies for HealthCare, Viana do Castelo, Portugal, December 3, 2020, pp. 35-54. ISBN: 978-3-030-69963-5
  Contributo in Atti di Convegno (Proceeding)
• Gioacchini, Luca; Vassio, Luca; Mellia, Marco; Drago, Idilio; Houidi, Zied Ben; Rossi, ... (2021)
  DarkVec: automatic analysis of darknet traffic with word embeddings. In: CoNEXT '21: 17th International Conference on emerging Networking EXperiments and Technologies, Virtual Event Germany, December 7 - 10, 2021, pp. 76-89. ISBN: 9781450390989
  Contributo in Atti di Convegno (Proceeding)