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Systematic literature review on cyber situational awareness visualizations
The dynamics of cyber threats are increasingly complex, making it more challenging than
ever for organizations to obtain in-depth insights into their cyber security status. Therefore …
ever for organizations to obtain in-depth insights into their cyber security status. Therefore …
[HTML][HTML] Data transformation schemes for cnn-based network traffic analysis: A survey
The enormous growth of services and data transmitted over the internet, the bloodstream of
modern civilization, has caused a remarkable increase in cyber attack threats. This fact has …
modern civilization, has caused a remarkable increase in cyber attack threats. This fact has …
SoK: Contemporary issues and challenges to enable cyber situational awareness for network security
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 …
cybersecurity operators to cope with the complexity of today's networks and threat …
[HTML][HTML] A survey on visual data representation for smart grids control and monitoring
MA Sanchez-Hidalgo, MD Cano - Sustainable Energy, Grids and Networks, 2018 - Elsevier
The legacy grid is evolving towards an intelligent-rooted grid system, whose architectural
components should be able to improve and adapt their performance according to learning …
components should be able to improve and adapt their performance according to learning …
The missing link in network intrusion detection: Taking AI/ML research efforts to users
K Dietz, M Mühlhauser, J Kögel, S Schwinger… - IEEE …, 2024 - ieeexplore.ieee.org
Intrusion Detection Systems (IDS) tackle the challenging task of detecting network attacks as
fast as possible. As this is getting more complex in modern enterprise networks, Artificial …
fast as possible. As this is getting more complex in modern enterprise networks, Artificial …
Vulnus: Visual vulnerability analysis for network security
Vulnerabilities represent one of the main weaknesses of IT systems and the availability of
consolidated official data, like CVE (Common Vulnerabilities and Exposures), allows for …
consolidated official data, like CVE (Common Vulnerabilities and Exposures), allows for …
Visualization of class activation maps to explain AI classification of network packet captures
The classification of internet traffic has become increasingly important due to the rapid
growth of today's networks and application variety. The number of connections and the …
growth of today's networks and application variety. The number of connections and the …
Cyber forensic analysis for operational technology using graph-based deep learning
The cyber attacks in Ukraine in 2015 and 2016 demonstrated the vulnerability of electrical
power grids to cyber threats. They highlighted the significance of Operational Technology …
power grids to cyber threats. They highlighted the significance of Operational Technology …
Netcapvis: Web-based progressive visual analytics for network packet captures
Network traffic log data is a key data source for forensic analysis of cybersecurity incidents.
Packet Captures (PCAPs) are the raw information directly gathered from the network device …
Packet Captures (PCAPs) are the raw information directly gathered from the network device …
Visual analytics for root dns data
E Krokos, A Rowden, K Whitley… - 2018 IEEE Symposium on …, 2018 - computer.org
The analysis of vast amounts of network data for monitoring and safeguarding a core pillar of
the internet, the root DNS, is an enormous challenge. Understanding the distribution of the …
the internet, the root DNS, is an enormous challenge. Understanding the distribution of the …