About: Towards Improved Steganalysis: When Cover Selection is Used in Steganography

Not logged in : Login

(Sponging disallowed)

Facets (new session)
Description
Metadata
Settings
- Rule:
- Inverse Functional Properties:
- "Same As":

About: Towards Improved Steganalysis: When Cover Selection is Used in Steganography Goto Sponge NotDistinct Permalink

An Entity of Type : bibo:AcademicArticle, within Data Space : linkeddata.uriburner.com:28898 associated with source document(s)

Attributes	Values
type	http://eprints.org/ontology/ArticleEPrint http://eprints.org/ontology/EPrint Article Academic Article
seeAlso	HTML Summary of #79178 Towards Improved Steganalysis: When Cover Selection is Used in Steganography
sameAs	Towards Improved Steganalysis: When Cover Selection is Used in Steganography
http://eprints.org/ontology/hasDocument	Towards Improved Steganalysis: When Cover Selection is Used in Steganography (PDF) Towards Improved Steganalysis: When Cover Selection is Used in Steganography (Other) Towards Improved Steganalysis: When Cover Selection is Used in Steganography (Other) Towards Improved Steganalysis: When Cover Selection is Used in Steganography (Other) Towards Improved Steganalysis: When Cover Selection is Used in Steganography (Other) Towards Improved Steganalysis: When Cover Selection is Used in Steganography (Other)
http://eprints.org/ontology/hasPublished	Towards Improved Steganalysis: When Cover Selection is Used in Steganography (PDF)
dc:hasVersion	Towards Improved Steganalysis: When Cover Selection is Used in Steganography (PDF)
Title	Towards Improved Steganalysis: When Cover Selection is Used in Steganography
described by	https://demo.openlinksw.com/about/id/entity/https/www.cs.kent.ac.uk/people/staff/akj22/materials/CO644/export_kar_RDFN3.n3 https://demo.openlinksw.com/about/id/entity/https/raw.githubusercontent.com/annajordanous/CO644Files/main/export_kar_RDFN3.n3
Date	2019-11-22
Creator	Shujun Li Zichi Wang Xinpeng Zhang
status	peer reviewed published
Publisher	IEEE
abstract	This paper proposes an improved steganalytic method when cover selection is used in steganography. We observed that the covers selected by existing cover selection methods normally have different characteristics from normal ones, and propose a steganalytic method to capture such differences. As a result, the detection accuracy of steganalysis is increased. In our method, we consider a number of images collected from one or more target (suspected but not known) users, and use an unsupervised learning algorithm such as $k$ -means to adapt the performance of a pre-trained classifier towards the cover selection operation of the target user(s). The adaptation is done via pseudo-labels from the suspected images themselves, thus allowing the re-trained classifier more aligned with the cover selection operation of the target user(s). We give experimental results to show that our method can indeed help increase the detection accuracy, especially when the percentage of stego images is between 0.3 and 0.7.
Is Part Of	IEEE Access https://kar.kent.ac.uk/id/repository
Subject	QA 75 Electronic computers. Computer science QA76.575 Multimedia systems TK5101 Telecommunications
list of authors	https://kar.kent.ac.uk/id/eprint/79178#authors
volume	7
is topic of	https://www.cs.kent.ac.uk/people/staff/akj22/materials/CO644/export_kar_RDFN3.n3 https://raw.githubusercontent.com/annajordanous/CO644Files/main/export_kar_RDFN3.n3
is primary topic of	HTML Summary of #79178 Towards Improved Steganalysis: When Cover Selection is Used in Steganography

Faceted Search & Find service v1.17_git144 as of Jul 26 2024

Alternative Linked Data Documents: iSPARQL | ODE Content Formats:

RDF

ODATA

Microdata

About

OpenLink Virtuoso version 08.03.3331 as of Aug 25 2024, on Linux (x86_64-ubuntu_noble-linux-glibc2.38-64), Single-Server Edition (378 GB total memory, 15 GB memory in use)
Data on this page belongs to its respective rights holders.
Virtuoso Faceted Browser Copyright © 2009-2024 OpenLink Software