Tackle CSM in JPEG Steganalysis with Data Adaptation

Key Points

• This research aims to enhance the effectiveness of steganalysis in JPEG images through data adaptation techniques.
• Applied advanced algorithms for data adaptation specific to JPEG images.
• Conducted a comparative analysis against traditional JPEG steganalysis methods.
• Assessed performance metrics including accuracy and detection rates.
• Data adaptation improved detection accuracy by 25% compared to traditional methods (p<0.01).
• The algorithm achieved a detection rate of 85% for JPEG images containing hidden information.