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Published byBarnaby Dickerson Modified over 6 years ago
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Information Steganography Using Magic Matrix
Chair Professor Chin-Chen Chang (張真誠) National Tsing Hua University National Chung Cheng University Feng Chia University
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Introduction Information Hiding Hiding system Stego image Cover image
Secret message
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Introduction (Cont.) Cover Carriers Image Video Sound Text
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A Simple Steganography Scheme
(120,155,…,80) 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 (90,135,…,120) (100,125,…,150) … Index table Original Image (49,117,…,25) (50,42,…,98) (20,65,…,110) Codebook
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Previous Work of Steganography on VQ
To find the closest pairs
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d(CW0, CW8) > TH d(CW13, CW14) > TH Unused CW0, CW8, CW13, CW14
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Encode Index Table CW0, CW8, CW13, CW14 Unused Index Table
Original Image Index Table Unused CW0, CW8, CW13, CW14
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A secret message: 1 1 1 1 1 1 1 1 Index Table Secret bits CW1, CW2, CW4, CW5 CW6, CW7 CW11, CW3 CW15, CW10 CW12, CW9 1
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A secret message: 1 1 1 1 1 1 1 1 Index Table Secret bits CW1, CW2, CW4, CW5 CW6, CW7 CW11, CW3 CW15, CW10 CW12, CW9 1
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A secret message: 1 1 1 1 1 1 1 1 Index Table Secret bits
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Kim et al.’s Method : 9 1 2 3 4 5 6 7 8 …
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Kim et al.’s Method (Embedding)
5 8 3 4 7 6 1 2 : 9 1 2 3 4 5 6 7 8 Cover Image Cover Image 6 9 7 3 8 1 2 5 4 … Stego Image Stego Image
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Kim et al.’s Method (Embedding)
6 9 7 3 8 1 2 5 4 : 9 1 2 3 4 5 6 7 8 Stego Image Stego Image …
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Zhang and Wang’s Method (Embedding)
Extracting function: 8 7 9 4 79 54 55 11 20 21 12 24 10 Secret data: … p2 255 1 2 3 4 1 2 3 4 1 : : : : : : : : : : : : : 10002 1 35 … 11 2 3 4 1 2 3 4 1 2 3 2 … 10 1 2 3 4 1 2 3 4 1 Cover image … 9 3 4 1 2 3 4 1 2 3 4 3 … 8 1 2 3 4 1 2 3 4 1 2 1 … 7 4 1 2 3 4 1 2 3 4 4 … 6 2 3 4 1 2 3 4 1 2 3 2 … 5 1 2 3 4 1 2 3 4 1 7 10 4 … 4 3 4 1 2 3 4 1 2 3 4 3 … 3 1 2 3 4 1 2 3 4 1 2 1 … 2 4 1 2 3 4 1 2 3 4 4 … 1 2 3 4 1 2 3 4 1 2 3 2 … 1 2 3 4 1 2 3 4 1 Stego image 1 2 3 4 5 6 7 8 9 10 11 … 255 p1 Magic Matrix
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Zhang and Wang’s Method (Extracting)
p2 7 10 4 255 1 2 3 4 1 2 3 4 1 : : : : : : : : : : : : : … 11 2 3 4 1 2 3 4 1 2 3 2 … 10 1 2 3 4 1 2 3 4 1 … 9 3 4 1 2 3 4 1 2 3 4 3 … 8 1 2 3 4 1 2 3 4 1 2 1 Stego image … 7 4 1 2 3 4 1 2 3 4 4 … 6 2 3 4 1 2 3 4 1 2 3 2 … 5 1 2 3 4 1 2 3 4 1 … 4 3 4 1 2 3 4 1 2 3 4 3 … 3 1 2 3 4 1 2 3 4 1 2 1 … 2 4 1 2 3 4 1 2 3 4 4 1 35 … 1 2 3 4 1 2 3 4 1 2 3 2 … 1 2 3 4 1 2 3 4 1 p1 1 2 3 4 5 6 7 8 9 10 11 … 255 Extracted secret data: 10002 Magic Matrix
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Sudoku A logic-based number placement puzzle
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Sudoku (Cont.) Property
A Sudoku grid contains nine 3 × 3 matrices, each contains different digits from 1 to 9. Each row and each column of a Sudoku grid also contain different digits from 1 to 9. Possible solutions: 6,670,903,752,021,072,936,960 (i.e. ≈ 6.671×1021)
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The Proposed Method - 1 Reference Matrix M 6 5 1 7 4 8 2 3 9 5 4 6 3 7
6 3 7 1 2 8 Reference Matrix M
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The Proposed Method (Embedding) (Cont.)
8 7 11 12 79 54 55 20 21 24 10 9 Secret data: … 279 Cover Image 9 7 Stego Image d( , ) = d((8,4) , (8,7)) = d( , ) = d((9,7) , (8,7)) = d( , ) = d((6,8) , (8,7)) = min.
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The Proposed Method (Embedding) (Cont.)
8 7 11 12 79 54 55 20 21 24 10 9 Secret data: … 279 Cover Image d( , ) = 9 7 14 min. Stego Image
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The Proposed Method (Extracting) (Cont.)
9 7 11 15 Stego Image Extracted data: 279 =
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Conclusions Based on the property of magic matrix, the embedding and the extracting are very simple. Higher embedding capacity always result in lower stego image quality.
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