Aletheia: an open-source toolbox for steganalysis
Authors/Creators
- 1. Internet Interdisciplinary Institute (IN3)
- 2. Universitat Oberta de Catalunya (UOC)
- 3. CYBERCAT-Center for Cybersecurity Research of Catalonia
Description
Aletheia addresses two main needs. Firstly, it aims to provide specialized analysts with a tool that implements modern steganalysis algorithms, leveraging deep learning techniques. These algorithms are designed to effectively handle even the most advanced steganography techniques. Secondly, Aletheia serves as a valuable tool for researchers by simplifying the process of conducting experiments and comparing methods. It includes simulators for common algorithms (LSBm, Outguess, Steghide, F5, ...) as well as state-of-the-art steganography methods (UED, nsF5, HILL, UNIWARD, ...), enabling researchers to prepare and evaluate their work efficiently.
Technical info
To the best of the authors' knowledge, Aletheia stands out as the sole steganalysis tool currently available that incorporates the latest detection techniques specifically designed to address the challenges posed by Cover Source Mismatch (CSM) in real-world steganalysis scenarios. This capability is particularly significant for conducting effective steganalysis in practical applications.
Files
daniellerch/aletheia-v0.3.zip
Additional details
Related works
- Is supplement to
- Software: https://github.com/daniellerch/aletheia/tree/v0.3 (URL)