Detection of the Information Hidden in Image by Convolutional Neural Networks
| Title | Detection of the Information Hidden in Image by Convolutional Neural Networks |
| Publication Type | Conference Paper |
| Year of Publication | 2019 |
| Authors | Zubov, Ilya G., Lysenko, Nikolai V., Labkov, Gleb M. |
| Conference Name | 2019 IEEE Conference of Russian Young Researchers in Electrical and Electronic Engineering (EIConRus) |
| ISBN Number | 978-1-7281-0339-6 |
| Keywords | basic data, Brightness, composability, Computer architecture, convolution, convolutional neural nets, convolutional neural network, convolutional neural networks, data mining, hidden communication, hidden information, high probability, image processing, information protection, Metrics, object detection, privacy, pubcrawl, steganalysis, steganography, steganography detection |
| Abstract | This article shows the possibility of detection of the hidden information in images. This is the approach to steganalysis than the basic data about the image and the information about the hiding method of the information are unknown. The architecture of the convolutional neural network makes it possible to detect small changes in the image with high probability. |
| URL | https://ieeexplore.ieee.org/document/8656886 |
| DOI | 10.1109/EIConRus.2019.8656886 |
| Citation Key | zubov_detection_2019 |
- hidden information
- steganography detection
- Steganography
- steganalysis
- pubcrawl
- privacy
- object detection
- Metrics
- information protection
- Image Processing
- high probability
- basic data
- hidden communication
- Data mining
- convolutional neural networks
- convolutional neural network
- convolutional neural nets
- convolution
- computer architecture
- composability
- Brightness