Covert channel detection: machine learning approaches
MA Elsadig, A Gafar - IEEE Access, 2022 - ieeexplore.ieee.org
The advanced development of computer networks and communication technologies has
made covert communications easier to construct, faster, undetectable and more secure than …
made covert communications easier to construct, faster, undetectable and more secure than …
Covert timing channel detection method based on time interval and payload length analysis
J Han, C Huang, F Shi, J Liu - Computers & Security, 2020 - Elsevier
Abstract Information leakage is becoming increasingly serious in today's network
environment. Faced with increasingly forceful network defence strategies, attackers are also …
environment. Faced with increasingly forceful network defence strategies, attackers are also …
SnapCatch: automatic detection of covert timing channels using image processing and machine learning
With the rapid growth of data exfiltration carried out by cyber attacks, Covert Timing
Channels (CTC) have become an imminent network security risk that continues to grow in …
Channels (CTC) have become an imminent network security risk that continues to grow in …
Using hierarchical statistical analysis and deep neural networks to detect covert timing channels
Covert timing channels provide a mechanism to leak data across different entities.
Manipulating the timing between packet arrivals is a well-known example of such approach …
Manipulating the timing between packet arrivals is a well-known example of such approach …
Countering adaptive network covert communication with dynamic wardens
Network covert channels are hidden communication channels in computer networks. They
influence several factors of the cybersecurity economy. For instance, by improving the …
influence several factors of the cybersecurity economy. For instance, by improving the …
Generic and sensitive anomaly detection of network covert timing channels
Network covert timing channels can be maliciously used to exfiltrate secrets, coordinate
attacks and propagate malwares, posing serious threats to cybersecurity. Current covert …
attacks and propagate malwares, posing serious threats to cybersecurity. Current covert …
A deep learning approach for detecting covert timing channel attacks using sequential data
The advanced development of communication technologies has made covert
communications quite challenging to be recognized. By altering an entity's timing behavior …
communications quite challenging to be recognized. By altering an entity's timing behavior …
Detection of covert timing channel based on time series symbolization
S Wu, Y Chen, H Tian, C Sun - IEEE Open Journal of the …, 2021 - ieeexplore.ieee.org
Covert Timing Channels (CTCs) is a technique to leak information. CTCs only modify inter-
arrival time sequence (IATs) between packets, consequently, traditional network security …
arrival time sequence (IATs) between packets, consequently, traditional network security …
[HTML][HTML] Determining the minimum data size for the development of artificial neural network-based prediction models for rice pests in Korea
W Jeong, KH Kim - Computers and Electronics in Agriculture, 2024 - Elsevier
Sudden outbreaks of crop pests (insect pests and diseases) are increasing in Korea due to
climate change and globalization. To prevent such outbreaks, it is necessary to predict and …
climate change and globalization. To prevent such outbreaks, it is necessary to predict and …
Covert channel detection and generation techniques: A survey
NA AL-Khulaidi, AT Zahary… - 2023 3rd International …, 2023 - ieeexplore.ieee.org
The use of covert communications has become more widespread recently as a solution to
the information security issue. Information security can be partially solved by the discovery …
the information security issue. Information security can be partially solved by the discovery …