Distributed AI for dependable cyberSecuritY

Marco Zambianco

Marco Zambianco Researcher

Publications

2025

  • Marco Zambianco, Claudio Facchinetti, Domenico Siracusa
    A Proactive Decoy Selection Scheme for Cyber Deception using MITRE ATT&CK
    In: Computers & Security (DOI)

2024

  • Marco Zambianco, Silvio Cretti, Domenico Siracusa
    Cost Minimization in Multi-cloud Systems with Runtime Microservice Re-orchestration
    In: Proceedings of 27th Conference on Innovation in Clouds, Internet and Networks (DOI)
  • Daniele Santoro, Marco Zambianco, Claudio Facchinetti, Domenico Siracusa
    Demo: Cloud-native Cyber Deception with Decepto
    In: Proceedings of 2024 IEEE Symposium on Computers and Communications (ISCC) (DOI)
  • Silvio Cretti, Marco Zambianco, Domenico Siracusa
    Demonstrating Runtime Microservice Rescheduling in Hybrid Clouds for Cost Minimization
    In: Proceedings of 27th Conference on Innovation in Clouds, Internet and Networks (DOI)
  • Marco Zambianco, Claudio Facchinetti, Roberto Doriguzzi Corin, Domenico Siracusa
    Resource-aware Cyber Deception for Microservice-based Applications
    In: IEEE Transactions on Services Computing (DOI)

2022

  • Marco Zambianco, Alessandro Lieto, Ilaria Malanchini, Giacomo Verticale
    A Learning Approach for Production-Aware 5G Slicing in Private Industrial Networks
    In: Icc 2022 - IEEE International Conference on Communications (DOI)
  • Marco Zambianco, Giacomo Verticale
    A reinforcement learning agent for mixed-numerology interference-aware slice spectrum allocation with non-deterministic and deterministic traffic
    In: Computer Communications (DOI)

2021

  • Marco Zambianco, Giacomo Verticale
    Intelligent multi-branch allocation of spectrum slices for inter-numerology interference minimization
    In: Computer Networks (DOI)
  • Marco Zambianco, Giacomo Verticale
    Mixed-Numerology Interference-Aware Spectrum Allocation for eMBB and URLLC Network Slices
    In: 2021 19th Mediterranean Communication and Computer Networking Conference (MedComNet) (DOI)

2020

  • Marco Zambianco, Giacomo Verticale
    Interference Minimization in 5G Physical-Layer Network Slicing
    In: IEEE Transactions on Communications (DOI)
  • Marco Zambianco, Giacomo Verticale
    Spectrum Allocation for Network Slices with Inter-Numerology Interference using Deep Reinforcement Learning
    In: 2020 IEEE 31st Annual International Symposium on Personal, Indoor and Mobile Radio Communications (DOI)

Supervised Theses

2022

  • Claudio Facchinetti (Master's Thesis, University of Trento, 2022)
    A Resource-Aware Decoy Allocation Strategy for Cyber Deception in the Cloud
    Supervisors: Domenico Siracusa | Co-supervisors: Marco Zambianco