Title
Feature Extraction Optimization of JPEG Steganalysis Based on Residual Images
Abstract
•Two new methods optimizing feature extraction of JPEG steganalysis are proposed.•The adaptive scale adjustment algorithm takes JPEG quality factor into account.•It can reduce detection error rate and feature dimension of JPEG steganalysis.•The weighted histogram method can be widely used in histogram-based steganalysis.
Year
DOI
Venue
2020
10.1016/j.sigpro.2020.107455
Signal Processing
Keywords
Field
DocType
Steganalysis,Residual images,Multimedia security,Quality factor,Weighted histogram
Histogram,Residual,Mathematical optimization,Pattern recognition,Feature extraction,Rounding,JPEG,Artificial intelligence,Steganalysis,Mathematics
Journal
Volume
ISSN
Citations 
170
0165-1684
1
PageRank 
References 
Authors
0.34
0
4
Name
Order
Citations
PageRank
Zhiyang Jin110.34
Guorui Feng2125.24
Yanli Ren324724.83
Xinpeng Zhang42541174.68