[HTML][HTML] Machine learning-based anomaly detection in NFV: A comprehensive survey

S Zehra, U Faseeha, HJ Syed, F Samad, AO Ibrahim… - Sensors, 2023 - mdpi.com
Network function virtualization (NFV) is a rapidly growing technology that enables the
virtualization of traditional network hardware components, offering benefits such as cost …

Matrix differential decomposition-based anomaly detection and localization in NFV networks

J Chen, M Chen, X Wei, B Chen - IEEE Access, 2019 - ieeexplore.ieee.org
Network function virtualization (NFV) is a promising network paradigm that enables the
design and implementation of novel network services with lower cost, increased agility, and …

Intelligent VNF placement to mitigate DDoS attacks on industrial IoT

GW De Oliveira, M Nogueira… - … on Network and …, 2023 - ieeexplore.ieee.org
The Internet of Things (IoT) has undergone rapid popularization, reaching a wide range of
application domains, such as manufactures. Hence, more and more heterogeneous IoT …

Machine learning based SLA-aware VNF anomaly detection for virtual network management

J Hong, S Park, JH Yoo… - 2020 16th International …, 2020 - ieeexplore.ieee.org
Since the concept of Software-Defined Networking (SDN) and Network Function
Virtualization (NFV) has been proposed, telcos and service providers have leveraged these …

Nfv anomaly detection: Case study through a security module

L Bondan, T Wauter, B Volckaert… - IEEE …, 2022 - ieeexplore.ieee.org
Network function virtualization (NFV) is a key networking concept whose benefits include
scalability, flexibility, and cost-effective service provisioning. In NFV, service function chains …

Modeling NFV deployment to identify the cross-level inconsistency vulnerabilities

SL Thirunavukkarasu, M Zhang… - … on Cloud Computing …, 2019 - ieeexplore.ieee.org
By providing network functions through software running on standard hardware, Network
Functions Virtualization (NFV) brings many benefits, such as increased agility and flexibility …

Machine learning empowered security management and quality of service provision in SDN-NFV environment

S Shahzadi, F Ahmad, A Basharat… - Computer …, 2020 - researchportal.port.ac.uk
With the rising demand for data access, network service providers face the challenge of
growing their capital and operating costs while at the same time enhancing network capacity …

Statistical-based anomaly detection for NFV services

MA Kourtis, G Xilouris, G Gardikis… - 2016 IEEE Conference …, 2016 - ieeexplore.ieee.org
Large-scale, carrier-grade Network Functions Virtualisation (NFV) services are expected to
involve a significant number of Virtual Network Functions, deployed across multiple Points-of …

Anomaly detection framework for SFC integrity in NFV environments

L Bondan, T Wauters, B Volckaert… - … IEEE Conference on …, 2017 - ieeexplore.ieee.org
With the increasing deployments of Network Functions Virtualization (NFV) in both industry
and academia, it becomes necessary to design mechanisms for keeping the integrity of …

[HTML][HTML] Towards a security reference architecture for NFV

AK Alnaim, AM Alwakeel, EB Fernandez - Sensors, 2022 - mdpi.com
Network function virtualization (NFV) is an emerging technology that is becoming
increasingly important due to its many advantages. NFV transforms legacy hardware-based …