Optical Network Security Management: Requirements, Architecture and Efficient Machine Learning Models for Detection of Evolving Threats [Invited]
Journal article, 2021
Efficiency
Economic and social effects
Learning systems
Dimensionality reduction
Fiber optic networks
Network architecture
Semi-supervised learning
Infrastructure as a service (IaaS)
Optical communication
Author
Marija Furdek Prekratic
Chalmers, Electrical Engineering, Communication, Antennas and Optical Networks
Carlos Natalino Da Silva
Chalmers, Electrical Engineering, Communication, Antennas and Optical Networks
Andrea Di Giglio
Telecom Italia S.P.A
Marco Schiano
Telecom Italia S.P.A
Journal of Optical Communications and Networking
1943-0620 (ISSN) 19430639 (eISSN)
Vol. 13 2 A144-A155 9308059Gender Initiative for Excellence (Genie)
The Chalmers University Foundation, 2019-01-01 -- 2028-12-31.
Safeguarding optical communication networks from cyber-security attacks
Swedish Research Council (VR) (2019-05008), 2020-01-01 -- 2023-12-31.
Areas of Advance
Information and Communication Technology
Subject Categories (SSIF 2025)
Security, Privacy and Cryptography
Subject Categories (SSIF 2011)
Communication Systems
Computer Science
Computer Systems
DOI
10.1364/JOCN.402884