Combining OpenFlow and sFlow for an effective and scalable anomaly detection and mitigation mechanism on SDN environments

K Giotis, C Argyropoulos, G Androulidakis… - Computer Networks, 2014 - Elsevier
Abstract Software Defined Networks (SDNs) based on the OpenFlow (OF) protocol export
control-plane programmability of switched substrates. As a result, rich functionality in traffic …

ATLANTIC: A framework for anomaly traffic detection, classification, and mitigation in SDN

AS Da Silva, JA Wickboldt, LZ Granville… - NOMS 2016-2016 …, 2016 - ieeexplore.ieee.org
Anomaly traffic detection and classification mechanisms need to be flexible and easy to
manage in order to detect the ever growing spectrum of anomalies. Detection and …

An ecosystem for anomaly detection and mitigation in software-defined networking

LF Carvalho, T Abrao, L de Souza Mendes… - Expert Systems with …, 2018 - Elsevier
Along with the rapid growth of computer networks comes the need for automating
management functions to prevent errors in decision-making and reduce the cost of ordinary …

Flowmon: Detecting malicious switches in software-defined networks

A Kamisiński, C Fung - Proceedings of the 2015 Workshop on Automated …, 2015 - dl.acm.org
Software-Defined Networking (SDN) introduces a new communication network management
paradigm and has gained much attention recently. In SDN, a network controller overlooks …

Software-defined-networking-enabled traffic anomaly detection and mitigation

D He, S Chan, X Ni, M Guizani - IEEE Internet of Things Journal, 2017 - ieeexplore.ieee.org
Traffic anomaly detection has been a principal direction in the network security field, which
aims to identify attacks based on significant deviations from the established normal usage …

Avant-guard: Scalable and vigilant switch flow management in software-defined networks

S Shin, V Yegneswaran, P Porras, G Gu - Proceedings of the 2013 ACM …, 2013 - dl.acm.org
Among the leading reference implementations of the Software Defined Networking (SDN)
paradigm is the OpenFlow framework, which decouples the control plane into a centralized …

[PDF][PDF] Enabling Practical Software-defined Networking Security Applications with OFX.

J Sonchack, JM Smith, AJ Aviv, E Keller - NDSS, 2016 - courses.cs.duke.edu
Software Defined Networks (SDNs) are an appealing platform for network security
applications. However, existing approaches to building security applications on SDNs are …

DeepGuard: Efficient anomaly detection in SDN with fine-grained traffic flow monitoring

TV Phan, TG Nguyen, NN Dao… - … on Network and …, 2020 - ieeexplore.ieee.org
Software-Defined Networking (SDN) leverages the implementation of reliable, flexible and
efficient network security mechanisms which make use of novel techniques such as artificial …

[PDF][PDF] Sphinx: detecting security attacks in software-defined networks.

M Dhawan, R Poddar, K Mahajan, V Mann - Ndss, 2015 - academia.edu
Software-defined networks (SDNs) allow greater control over network entities by centralizing
the control plane, but place great burden on the administrator to manually ensure security …

Network anomaly detection and classification via opportunistic sampling

G Androulidakis, V Chatzigiannakis… - IEEE …, 2009 - ieeexplore.ieee.org
In this article the emphasis is placed on the evaluation of the impact of intelligent flow
sampling techniques on the detection and classification of network anomalies. Based on the …