selected publications

• academic article

  • The Promise of Applying Machine Learning Techniques to Network Function Virtualization.  International Journal of Network Dynamics and Intelligence.  100020-100020. 2024
  • On the Formal Evaluation of the Robustness of Neural Networks and Its Pivotal Relevance for AI-Based Safety-Critical Domains.  International Journal of Network Dynamics and Intelligence.  100018-100018. 2023
  • Explainable artificial intelligence for cybersecurity: a literature survey.  Annals of Telecommunications.  77:789-812. 2022
  • Adversarial machine learning for network intrusion detection: A comparative study.  Computer Networks.  214:109073-109073. 2022
  • Towards security-Aware 5G slice embedding.  Computers & Security.  100:102075-102075. 2020
  • Solving security constraints for 5G slice embedding: A proof-of-concept.  Computers & Security.  89:101662-101662. 2019

• chapter

  • Data-Driven Evaluation of Intrusion Detectors: A Methodological Framework.  Lecture notes in computer science. 142-157. 2023
  • Siamese Network Based Feature Learning for Improved Intrusion Detection.  Lecture notes in computer science. 377-389. 2019

• conference paper

  • Survey on intrusion detection systems in 5G.  . 2023
  • Fusion of Interest Point/Image based descriptors for efficient person re-identification.  2022 International Joint Conference on Neural Networks (IJCNN). 1-7. 2018
  • A self-stabilizing framework for dynamic bandwidth allocation in virtual networks.  NOMS 2022-2022 IEEE/IFIP Network Operations and Management Symposium. 69-77. 2016
  • An adaptive load balancing scheme for evolving virtual networks.  . 492-498. 2015
  • RSforEVN: Node reallocation algorithm for virtual networks adaptation.  2022 IEEE Symposium on Computers and Communications (ISCC). 1-7. 2014