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 …
Beyond Word-Based Model Embeddings: Contextualized Representations for Enhanced Social Media Spam Detection
As social media platforms continue their exponential growth, so do the threats targeting their
security. Detecting disguised spam messages poses an immense challenge owing to the …
security. Detecting disguised spam messages poses an immense challenge owing to the …
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 …
A novel convolutional adversarial framework for multivariate time series anomaly detection and explanation in cloud environment
P Wen, Z Yang, L Wu, S Qi, J Chen, P Chen - Applied Sciences, 2022 - mdpi.com
Anomaly detection is critical to ensure cloud infrastructures' quality of service. However, due
to the complexity of inconspicuous (indistinct) anomalies, high dynamicity, and the lack of …
to the complexity of inconspicuous (indistinct) anomalies, high dynamicity, and the lack of …
Robust authentication for automotive control networks through covert channels
S Vanderhallen, J Van Bulck, F Piessens… - Computer Networks, 2021 - Elsevier
Automotive control networks offer little resistance against security threats that come with the
long-range connectivity in modern cars. Remote attacks that undermine the safety of …
long-range connectivity in modern cars. Remote attacks that undermine the safety of …
[HTML][HTML] Network Covert Channels
M Elsadig - 2024 - intechopen.com
With the rapid advancement of communication and computer network technologies, covert
channels are now more secure, quicker to set up, harder to detect, and easier to design than …
channels are now more secure, quicker to set up, harder to detect, and easier to design than …
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 …
HTTP cookie covert channel detection based on session flow interaction features
W Yuan, X Chen, Y Zhu, X Zeng… - Security and …, 2023 - Wiley Online Library
HTTP cookie covert channel is a covert communication method that encodes malicious
information in cookie fields to escape regulatory audits. It is difficult to detect this kind of …
information in cookie fields to escape regulatory audits. It is difficult to detect this kind of …
A Survey on Drone Cybersecurity and the Application of Machine Learning on Threat Emergence
J Walatkiewicz, O Darwish - International Conference on Advances in …, 2023 - Springer
Recreational and commercial drones are becoming more common in the United States and
globally. As of 2020, recreational drones registered with the Federal Aviation Association …
globally. As of 2020, recreational drones registered with the Federal Aviation Association …
Convolutional neural network structure to detect and localize ctc using image processing
Many cybersecurity attacks utilize Covert Timing Channels as a method to secretly transmit
(steal) sensitive information from target networks such as untrusted Internet of Things (IoT) …
(steal) sensitive information from target networks such as untrusted Internet of Things (IoT) …