Optimized Reversible Data Hiding Technique for Secured Data Transmission Guide:- Submitted by: Himanshu bal Department of Information Technolog 2015-2016 TE(IT)seminar 14/3/2016 pgno.1 slideno. 1
Optimized Reversible Data Hiding Technique for Secured Data Transmission
Guide:-Submitted by:
Himanshu bal
Department of Information Technology2015-2016
TE(IT)seminar 14/3/2016 pgno.1 slideno. 1
PROBLEM DEFINITION
Discussing a solution for reversible data hiding by optimizing the techniques presently available for secured data transmission.
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Optimized Reversible Data Hiding Technique for Secured Data Transmission
OBJECTIVE:
1. Generate an optimized reversible data hiding technique to overcome the issues in current RHD trends like:
1. Low embedding capacity
2. High distortion rate etc.
3. Low utilization of 2D histogram
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Optimized Reversible Data Hiding Technique for Secured Data Transmission
INTRODUCTION1. Steganography is the art or practice of concealing a message, image, or file
within another message, image, or file.
2. The word steganography combines the Ancient Greek words steganos, meaning "covered, concealed, or protected”.
3. One of its application is Reversible data hiding (RHD).
4. Reversible data hiding (RDH) is used to embed secret message into a cover image by slightly modifying its pixel values.
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WHY STEGANOGRAPHY OVER CRYPTOGRAPHY????
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Optimized Reversible Data Hiding Technique for Secured Data Transmission
LITERATURE SURVEY
DIFFERENT RDH METHODS:
1. Tian's method of LSB (2003). J. Tian, Reversible data embedding using a difference expansion, IEEE Trans. Circuits Syst. Video Technol., vol. 13, no. 8, pp. 890–896,Aug.2003
2. Ni et al’s method of histogram shifting (2006). Reversible image watermarking on prediction errors by efficient histogram modification, Signal Process., vol. 92,no. 12, pp. 3000–3009, Dec. 2006.
3. Thodi and Rodriguez hybrid method (2012). , “A Novel Reversible Data Hiding Scheme Based on Two-Dimensional Difference-Histogram Modification”, IEEE Transactions on Information Forensics and Security, July 2012.
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RELATED WORKS
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NE ET AL’S METHOD OF HISTOGRAM SHIFTING1. The method modifies the pixel-pairs with differences 1 or -1 to carry data.
2. For data embedding, the difference image is first computed for a gray-scale cover image using formula :
D(i,j) = I(i, 2j + 1) – I(i, 2j)
3. Then marked image is obtained as
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Optimized Reversible Data Hiding Technique for Secured Data Transmission
NE ET AL’S METHOD OF HISTOGRAM SHIFTING contd.
1.Then the information bits can be extracted as
2.And finally the original picture can be recovered
3.Here the difference Dm(i,j) = Im(i,2j+1) – Im(i, 2j) is the difference value computed from the marked image.
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b= 0, if Dm(i,j)=-11, if Dm(i,j)=+1
NOW LETS’S COME TO OUR NEW ENHANCED METHOD
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ARCHITECTURE FOR EMBEDDING AND EXTRACTION
ARCHITECTURE FOR EMBEDDING ARCHITECTURE FOR EXTRACTION
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WORKING OF HISTOGRAM SHIFTING BASED RDH METHODTHE HISTOGRAM SHIFTING BASED RHD METHOD REQUIRE FOUR STEPS TO COMPLETE THE PROCESS:
1. Histogram shifting
2. Encoding process
3. Embedding process
4. Extraction process
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Optimized Reversible Data Hiding Technique for Secured Data Transmission
HISTOGRAM SHIFTING CONSISTS OF FOLLOWING STEPS1. Computing difference image for gray scale
2. Using histogram bins for expansion embedding
3. Modification of pixels
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ENCODING PROCESS
1. Data compression.
2. Using run length encoding.
3. Counting the runs.
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EMBEDDING PROCESS1. Dividing the host image into non overlapping blocks.
2. Using LSB replacement to embed the location mapping.
3. embed the LSB sequence Into using shifting and embedding functions
Illustration of the data embedding
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Optimized Reversible Data Hiding Technique for Secured Data Transmission
WORKING PRINCIPLE FOR EMBEDDING ANY TYPE OF MESSAGE
INFO HIDDENINFO
HIDDEN INFO
STEGO KEY
COVER MEDIUM
STEGO OUTPUT
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EXTRACTION PROCESS
1. Dividing the marked image blocks.
2. determining the location map.
3. Extraction the embedded data.
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RESULTS OF HISTOGRAM METHOD
ORIGINAL IMAGE IMAGE AFTER EMBEDDING
HISTOGRAM BASED ON ORIGINAL IMAGE
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PSNR VS EMBEDDING RATE
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PERFORMANCE ANALYSIS Optimized Reversible Data Hiding Technique for Secured Data Transmission
MOTIVATION
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ADVANTAGES
1. The embedding capacity has been enhanced.
2. The distortion ration is reduced.
3. Better utilization of 2D histogram.
4. Better recovery of image.
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CONCLUSION
This algorithm can achieve a better performance compared with the state-of-the-art works. So the proposed framework has a potential to provide excellent RDH algorithms.
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