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 …
Separable convolution network with dual-stream pyramid enhanced strategy for speech steganalysis
Steganography based on fixed codebook has become one of the most important branches
of speech steganography due to its high imperceptibility and having the largest available …
of speech steganography due to its high imperceptibility and having the largest available …
A Walk-through towards network steganography techniques
2D and 3D digital multimedia files offer numerous benefits like excellent quality,
compression, editing, reliable copying, etc. These qualities of the multimedia files, on the …
compression, editing, reliable copying, etc. These qualities of the multimedia files, on the …
STFF-SM: Steganalysis model based on spatial and temporal feature fusion for speech streams
The real-time detection of speech steganography in Voice-over-Internet-Protocol (VoIP)
scenarios remains an open problem, as it requires steganalysis methods to perform for low …
scenarios remains an open problem, as it requires steganalysis methods to perform for low …
MFPD-LSTM: A steganalysis method based on multiple features of pitch delay using RNN-LSTM
Z Wu, J Guo - Journal of Information Security and Applications, 2023 - Elsevier
In recent years, adaptive multi-rate (AMR) steganalysis based on pitch delay has become a
hot research area for researchers. The main reason is that the steganalysis algorithm based …
hot research area for researchers. The main reason is that the steganalysis algorithm based …
General frame-wise steganalysis of compressed speech based on dual-domain representation and intra-frame correlation leaching
S Li, J Wang, P Liu - IEEE/ACM Transactions on Audio, Speech …, 2022 - ieeexplore.ieee.org
Frame-wise steganalysis is of significance for active steganography defense. By frame-wise
detection, we can accurately find the embedding position of secret information and destroy …
detection, we can accurately find the embedding position of secret information and destroy …
Steganalysis of compressed speech based on global and local correlation mining
J Wang, J Yang, F Gao, P Xu - IEEE Access, 2022 - ieeexplore.ieee.org
Most of the existing steganalysis methods are designed for specific steganography methods
in low-bit-rate compressed speech stream and lack of generalization ability. In practical …
in low-bit-rate compressed speech stream and lack of generalization ability. In practical …
Detecting VoIP data streams: approaches using hidden representation learning
The use of voice-over-IP technology has rapidly expanded over the past several years, and
has thus become a significant portion of traffic in the real, complex network environment …
has thus become a significant portion of traffic in the real, complex network environment …
AMR Steganalysis based on Adversarial Bi-GRU and Data Distillation
Z Wu, J Guo - Proceedings of the 2022 ACM Workshop on …, 2022 - dl.acm.org
Existing AMR (Adaptive Multi-Rate) steganalysis algorithms based on pitch delay have low
detection accuracy on samples with short time or low embedding rate, and the model shows …
detection accuracy on samples with short time or low embedding rate, and the model shows …
Covert voip communication based on audio steganography
Voice over Internet Protocol (VoIP) is a popular and important internet protocol for real-time
voice calling. It is used in several software applications such as Skype, WhatsApp, and …
voice calling. It is used in several software applications such as Skype, WhatsApp, and …