Results 141 to 150 of about 6,282 (220)

EIS-OBEA: Enhanced Image Steganalysis via Opposition-Based Evolutionary Algorithm

IEEE Transactions on Information Forensics and Security
Recent years have witnessed a spurt progress in steganography, which poses challenges for steganalysis. However, previous steganalysis methods attach equal attention to various feature information, while key feature information in detection is ...
Yuanyuan Ma   +2 more
exaly   +2 more sources

Deep learning for steganalysis of diverse data types: A review of methods, taxonomy, challenges and future directions

Neurocomputing, 2023
Steganography and steganalysis are two interrelated aspects of the field of information security. Steganography seeks to conceal communications, whereas steganalysis is aimed to either find them or even, if possible, recover the data they contain ...
H. Kheddar   +4 more
semanticscholar   +1 more source

Steganalysis of MP3Stego

2009 International Joint Conference on Neural Networks, 2009
In this article, we propose a scheme for detecting hidden messages in compressed audio files produced by MP3Stego, as our literature search has found no previous work on successful steganalysis of MP3Stego. We extract moment statistical features on the second derivatives, as well as Markov transition features and neighboring joint density of the MDCT ...
Mengyu Qiao   +2 more
openaire   +2 more sources

A Siamese CNN for Image Steganalysis

IEEE Transactions on Information Forensics and Security, 2021
Image steganalysis is a technique for detecting data hidden in images. Recent research has shown the powerful capabilities of using convolutional neural networks (CNN) for image steganalysis.
Weike You, Hong Zhang, Xianfeng Zhao
semanticscholar   +1 more source

Channel Steganalysis

Proceedings of the 13th International Conference on Availability, Reliability and Security, 2018
The rise of social networks during the last 10 years has created a situation in which up to 100 million new images and photographs are uploaded and shared by users every day. This environment poses an ideal background for those who wish to communicate covertly by the use of steganography.
Martin Steinebach   +2 more
openaire   +1 more source

A Universal Audio Steganalysis Scheme Based on Multiscale Spectrograms and DeepResNet

IEEE Transactions on Dependable and Secure Computing, 2023
Given the popularity of audio and video applications, compressed audio has become an important carrier of covert communication on the Internet. Many novel compressed audio steganography schemes have emerged that offer good hiding capability and aural ...
Yanzhen Ren   +5 more
semanticscholar   +1 more source

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