MAster assignment
Image forensics using steganography
TYPE : MASTER CS
Period: Start date: as soon as possible
Student: Unassigned
If you are interested please contact:
Description: The project aims to develop a steganalysis method to detect and analyze the presence of hidden information in images. The researcher applies statistical analysis, frequency domain analysis, and machine learning-based techniques to investigate the effect of a developed tool on image integrity. The outcome will further be evaluated by considering benchmark datasets and comparing the performance of the proposed methods with existing state-of-the-art methods for accuracy, robustness, and efficiency.
Requirements:
- Basic knowledge of image processing and machine learning
- Comfortable in programming languages like Python and familiar with machine learning frameworks.
- Understanding of Information Security and Steganography
References:
- https://www.sciencedirect.com/science/article/pii/S0165168422004479
- https://www.sciencedirect.com/science/article/pii/S1742287609000267
- https://www.sciencedirect.com/science/article/pii/S1474034605000479
- https://www.sciencedirect.com/science/article/pii/S0164121206001981
- https://www.sciencedirect.com/science/article/pii/S2214212617300777
- https://www.sciencedirect.com/science/article/pii/S0045790620305401