Luca Gioacchini

Thesis title

Unleashing the Power of AI to Automate Cybersecurity

Tutors

• Marco Mellia
• Idilio Drago

Master of Science

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

• Gioacchini, Luca; Mellia, Marco; Drago, Idilio; Delsanto, Alexander; Siracusano, ... (2024)
  AutoPenBench: Benchmarking Generative Agents for Penetration Testing.
  Altro
• 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)
  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)
• 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; 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)