Sab - iomha: An Automated Image Forgery Detection Technique Using Alpha Channel Steganography

被引:1
|
作者
Bhatti, Muhammad Shahid [1 ]
Hussain, Syed Asad [1 ]
Qayyum, Abdul [1 ]
Latif, Imran [1 ]
Hasnain, Muhammad [1 ]
Hashmi, Sajid Ibrahim [1 ]
机构
[1] COMSATS Inst Informat Technol, Dept Comp Sci, Lahore, Pakistan
来源
RECENT ADVANCES IN INFORMATION SYSTEMS AND TECHNOLOGIES, VOL 2 | 2017年 / 570卷
关键词
Digital images; Tamper; Steganography; Metadata; Forgery detection; Cipher;
D O I
10.1007/978-3-319-56538-5_74
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Digital images nowadays have become a very popular way to transfer media. However, their security remains very challenging for at least two reasons; first, images can be easily tampered with the help of software tools; second, originality of the tampered images cannot be verified through a naked-eye. The existing techniques to forgery detection are not very easy to use and are applicable to very specific settings. In this research paper, we propose a lightweight technique named Sab - iomha to detect image forgery. The approach uses invisible watermarking and entails with inserting a hidden cipher to certain bits of an image file. Any attempts to tamper with the image distort the sequence of the bits signed by the author in the first place. A software tool is also developed to automate the proposed technique and to demonstrate its usefulness.
引用
收藏
页码:736 / 744
页数:9
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