[HTML][HTML] Towards a machine learning based situational awareness framework for cybersecurity: an SDN implementation

Y Nikoloudakis, I Kefaloukos, S Klados, S Panagiotakis… - Sensors, 2021 - mdpi.com
The ever-increasing number of internet-connected devices, along with the continuous
evolution of cyber-attacks, in terms of volume and ingenuity, has led to a widened cyber …

[HTML][HTML] Network threat detection using machine/deep learning in sdn-based platforms: a comprehensive analysis of state-of-the-art solutions, discussion, challenges …

N Ahmed, A Ngadi, JM Sharif, S Hussain, M Uddin… - Sensors, 2022 - mdpi.com
A revolution in network technology has been ushered in by software defined networking
(SDN), which makes it possible to control the network from a central location and provides …

A survey on cyber situation-awareness systems: Framework, techniques, and insights

H Alavizadeh, J Jang-Jaccard, SY Enoch… - ACM Computing …, 2022 - dl.acm.org
Cyberspace is full of uncertainty in terms of advanced and sophisticated cyber threats that
are equipped with novel approaches to learn the system and propagate themselves, such as …

[HTML][HTML] Survey of technology in network security situation awareness

J Zhang, H Feng, B Liu, D Zhao - Sensors, 2023 - mdpi.com
Network security situation awareness (NSSA) is an integral part of cybersecurity defense,
and it is essential for cybersecurity managers to respond to increasingly sophisticated cyber …

Analysis and assessment of situational awareness models for national cyber security centers

T Pahi, M Leitner, F Skopik - International Conference on Information …, 2017 - scitepress.org
National cyber security centers (NCSCs) are gaining more and more importance to ensure
the security and proper operations of critical infrastructures (CIs). As a prerequisite, NCSCs …

SoK: Contemporary issues and challenges to enable cyber situational awareness for network security

M Husák, T Jirsík, SJ Yang - … of the 15th International Conference on …, 2020 - dl.acm.org
Cyber situational awareness is an essential part of cyber defense that allows the
cybersecurity operators to cope with the complexity of today's networks and threat …

[HTML][HTML] Cyber-physical-social awareness platform for comprehensive situation awareness

IB Mirza, D Georgakopoulos, A Yavari - Sensors, 2023 - mdpi.com
Cyber-physical-social computing system integrates the interactions between cyber, physical,
and social spaces by fusing information from these spaces. The result of this fusion can be …

[HTML][HTML] Introducing the CYSAS-S3 dataset for operationalizing a mission-oriented cyber situational awareness

RD Medenou Choumanof, S Llopis Sanchez… - Sensors, 2022 - mdpi.com
The digital transformation of the defence sector is not exempt from innovative requirements
and challenges, with the lack of availability of reliable, unbiased and consistent data for …

Wide-area situational awareness for critical infrastructure protection

C Alcaraz, J Lopez - Computer, 2013 - ieeexplore.ieee.org
Despite successive attempts to protect critical infrastructures against incidents and malicious
threats by using traditional situational awareness solutions, the complex and critical nature …

[HTML][HTML] The proposition and evaluation of the RoEduNet-SIMARGL2021 network intrusion detection dataset

ME Mihailescu, D Mihai, M Carabas, M Komisarek… - Sensors, 2021 - mdpi.com
Cybersecurity is an arms race, with both the security and the adversaries attempting to
outsmart one another, coming up with new attacks, new ways to defend against those …