Advanced statistical steganalysis:
Saved in:
| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Heidelberg [u.a.]
Springer
2010
|
| Series: | Information Security and Cryptography
|
| Subjects: | |
| Online Access: | DE-634 DE-M347 DE-473 DE-703 DE-20 DE-706 DE-739 DE-355 Volltext Inhaltsverzeichnis |
| Physical Description: | 1 Online-Ressource (XII, 285 S.) graph. Darst. 235 mm x 155 mm |
| ISBN: | 9783642143137 |
| DOI: | 10.1007/978-3-642-14313-7 |
Staff View
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Record in the Search Index
| _version_ | 1823676296835629056 |
|---|---|
| adam_text |
CONTENTS 1 INTRODUCTION 1 1.1 STEGANOGRAPHY AND STEGANALYSIS AS
EMPIRICAL SCIENCES 1 1.2 OBJECTIVE AND APPROACH 2 1.3 OUTLINE 4 PART I
BACKGROUND AND ADVANCES IN THEORY 2 PRINCIPLES OF MODERN STEGANOGRAPHY
AND STEGANALYSIS . 11 2.1 DIGITAL STEGANOGRAPHY AND STEGANALYSIS 11
2.1.1 STEGANOGRAPHIC SYSTEM 12 2.1.2 STEGANALYSIS 13 2.1.3 RELEVANCE IN
SOCIAL AND ACADEMIC CONTEXTS 13 2.2 CONVENTIONS 14 2.3 DESIGN GOALS AND
METRICS 17 2.3.1 CAPACITY 17 2.3.2 STEGANOGRAPHIC SECURITY 18 2.3.3
ROBUSTNESS 21 2.3.4 FURTHER METRICS 22 2.4 PARADIGMS FOR THE DESIGN OF
STEGANOGRAPHIC SYSTEMS 22 2.4.1 PARADIGM I: MODIFY WITH CAUTION 22 2.4.2
PARADIGM II: COVER GENERATION 23 2.4.3 DOMINANT PARADIGM 25 2.5
ADVERSARY MODELS 26 2.5.1 PASSIVE WARDEN 26 2.5.2 ACTIVE WARDEN 28 2.6
EMBEDDING DOMAINS 30 2.6.1 ARTIFICIAL CHANNELS 30 2.6.2 SPATIAL AND TIME
DOMAINS 31 2.6.3 TRANSFORMED DOMAIN 31 2.6.4 SELECTED COVER FORMATS:
JPEG AND MP3 35 2.6.5 EXOTIC COVERS 38 BIBLIOGRAFISCHE INFORMATIONEN
HTTP://D-NB.INFO/1003339522 DIGITALISIERT DURCH CONTENTS 2.7 EMBEDDING
OPERATIONS 39 2.7.1 LSB REPLACEMENT 40 2.7.2 LSB MATCHING (1) 41 2.7.3
MOD-K REPLACEMENT, MOD-A; MATCHING, AND GENERALISATIONS 45 2.7.4
MULTI-SAMPLE RULES 47 2.7.5 ADAPTIVE EMBEDDING 48 2.8 PROTOCOLS AND
MESSAGE CODING 49 2.8.1 PUBLIC-KEY STEGANOGRAPHY 50 2.8.2 MAXIMISING
EMBEDDING EFFICIENCY 53 2.9 SPECIFIC DETECTION TECHNIQUES 57 2.9.1
CALIBRATION OF JPEG HISTOGRAMS 57 2.9.2 UNIVERSAL DETECTORS 60 2.9.3
QUANTITATIVE STEGANALYSIS 63 2.10 SELECTED ESTIMATORS FOR LSB
REPLACEMENT IN SPATIAL DOMAIN IMAGES 64 2.10.1 RS ANALYSIS 64 2.10.2
SAMPLE PAIR ANALYSIS 67 2.10.3 HIGHER-ORDER STRUCTURAL STEGANALYSIS 69
2.10.4 WEIGHTED STEGO IMAGE STEGANALYSIS 73 2.11 SUMMARY AND FURTHER
STEPS 76 TOWARDS A THEORY OF COVER MODELS 79 3.1 STEGANALYST 'S PROBLEM
FORMALISED 79 3.1.1 THE PLAUSIBILITY HEURISTIC 79 3.1.2 APPLICATION TO
DIGITAL STEGANOGRAPHY 81 3.1.3 INCOGNISABILITY OF THE COVER DISTRIBUTION
83 3.2 COVER MODELS 84 3.2.1 DEFINING COVER MODELS 84 3.2.2 OPTIONS FOR
FORMULATING COVER MODELS 86 3.2.3 COVER MODELS AND DETECTION PERFORMANCE
88 3.2.4 SUMMARY AND MOTIVATIONS FOR STUDYING COVER MODELS 92 3.3
DEALING WITH HETEROGENEOUS COVER SOURCES 93 3.3.1 MIXTURE DISTRIBUTIONS
95 3.3.2 THE MIXTURE COVER MODEL 95 3. CONTENTS XIII PART II SPECIFIC
ADVANCES IN STEGANALYSIS 4 DETECTION OF MODEL-BASED STEGANOGRAPHY WITH
FIRST-ORDER STATISTICS ILL 4.1 FUNDAMENTALS OF MODEL-BASED STEGANOGRAPHY
ILL 4.2 MB1: AN EMBEDDING FUNCTION FOR JPEG COVERS 114 4.3 DETECTION
METHOD 117 4.4 EXPERIMENTAL VALIDATION 120 4.5 SUMMARY AND OUTLOOK 123
4.5.1 LIMITATIONS AND FUTURE DIRECTIONS 124 4.5.2 POSSIBLE (SHORT-TERM)
COUNTERMEASURES 125 4.5.3 IMPLICATIONS FOR MORE SECURE STEGANOGRAPHY 126
5 MODELS OF HETEROGENEOUS COVERS FOR QUANTITATIVE STEGANALYSIS 127 5.1
METRICS FOR QUANTITATIVE STEGANALYSIS 128 5.1.1 CONVENTIONAL METRICS 128
5.1.2 IMPROVED METRICS BASED ON A DISTRIBUTION MODEL 130 5.1.3
DECOMPOSITION OF ESTIMATION ERRORS 135 5.2 MEASUREMENT OF SENSITIVITY TO
COVER PROPERTIES 141 5.2.1 METHOD 142 5.2.2 MODELLING THE SHAPE OF THE
BETWEEN-IMAGE DISTRIBUTION 144 5.2.3 MODELLING THE SHAPE OF THE
WITHIN-IMAGE DISTRIBUTION 148 5.3 SUMMARY AND CONCLUSION 151 6 IMPROVED
WEIGHTED STEGO IMAGE STEGANALYSIS 155 6.1 ENHANCED WS FOR
NEVER-COMPRESSED COVERS 155 6.1.1 ENHANCED PREDICTOR 156 6.1.2 ENHANCED
CALCULATION OF WEIGHTS 161 6.1.3 ENHANCED BIAS CORRECTION 166 6.1.4
EXPERIMENTAL RESULTS 166 6.2 ADAPTATION OF WS TO JPEG PRE-COMPRESSED
COVERS 172 6.2.1 IMPROVED PREDICTOR 173 6.2.2 ESTIMATION OF THE COVER'S
JPEG COMPRESSION QUALITY 176 6.2. XIV CONTENTS 7.2 DESCRIPTION OF
FEATURES 189 7.2.1 FEATURES BASED ON THE COMPRESSION SIZE CONTROL
MECHANISM 190 7.2.2 FEATURES BASED ON MODEL DECISIONS 192 7.2.3 FEATURES
BASED ON CAPABILITY USAGE 194 7.2.4 FEATURE BASED ON STREAM FORMATTING
195 7.3 EXPERIMENTAL RESULTS FOR ENCODER DETECTION 196 7.3.1
SINGLE-COMPRESSED AUDIO FILES 196 7.3.2 IMPORTANCE OF INDIVIDUAL
FEATURES 199 7.3.3 INFLUENCE OF DOUBLE-COMPRESSION 199 7.4 EXPERIMENTAL
RESULTS FOR IMPROVED STEGANALYSIS 201 7.5 EXPLORATIVE ANALYSIS OF
ENCODER SIMILARITIES 202 7.6 SUMMARY AND DISCUSSION 204 7.6.1
LIMITATIONS AND FUTURE DIRECTIONS 204 7.6.2 TRANSFERABILITY TO OTHER
FORMATS 205 7.6.3 RELATED APPLICATIONS 206 PART III SYNTHESIS 8 GENERAL
DISCUSSION 209 8.1 SUMMARY OF RESULTS 209 8.1.1 RESULTS BASED ON
INFORMAL ARGUMENTS 209 8.1.2 RESULTS BASED ON MATHEMATICAL PROOFS 210
8.1.3 RESULTS BASED ON EMPIRICAL EVIDENCE 211 8.2 LIMITATIONS 212 8.3
DIRECTIONS FOR FUTURE RESEARCH 213 8.3.1 THEORETICAL CHALLENGES 214
8.3.2 EMPIRICAL CHALLENGES 214 8.3.3 PRACTICAL CHALLENGES 215 8.4
CONCLUSION AND OUTLOOK 215 A DESCRIPTION OF COVERS USED IN THE
EXPERIMENTS 219 B SPURIOUS STEGANALYSIS RESULTS USING THE 'VAN HATEREN'
IMAGE DATABASE 223 C PROOF OF WEIGHTED STEGO IMAGE (WS) ESTIMATOR 22
CONTENTS XV REFERENCES 245 LIST OF TABLES 263 LIST OF FIGURES 266 LIST
OF ACRONYMS 269 LIST OF SYMBOLS 272 LIST OF FUNCTIONS 278 INDEX 280 |
| any_adam_object | 1 |
| author | Böhme, Rainer 1978- |
| author_GND | (DE-588)137231164 |
| author_facet | Böhme, Rainer 1978- |
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| dewey-full | 005.82 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 005 - Computer programming, programs, data, security |
| dewey-raw | 005.82 |
| dewey-search | 005.82 |
| dewey-sort | 15.82 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| doi_str_mv | 10.1007/978-3-642-14313-7 |
| format | Electronic eBook |
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| indexdate | 2025-02-10T13:14:04Z |
| institution | BVB |
| isbn | 9783642143137 |
| language | English |
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| series2 | Information Security and Cryptography |
| spelling | Böhme, Rainer 1978- Verfasser (DE-588)137231164 aut Advanced statistical steganalysis Rainer Böhme Heidelberg [u.a.] Springer 2010 1 Online-Ressource (XII, 285 S.) graph. Darst. 235 mm x 155 mm txt rdacontent c rdamedia cr rdacarrier Information Security and Cryptography Steganographie (DE-588)4617648-2 gnd rswk-swf Steganographie (DE-588)4617648-2 s DE-604 Erscheint auch als Druck-Ausgabe, Hardcover 978-3-642-14312-0 https://doi.org/10.1007/978-3-642-14313-7 Verlag Volltext DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=020598502&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Böhme, Rainer 1978- Advanced statistical steganalysis Steganographie (DE-588)4617648-2 gnd |
| subject_GND | (DE-588)4617648-2 |
| title | Advanced statistical steganalysis |
| title_auth | Advanced statistical steganalysis |
| title_exact_search | Advanced statistical steganalysis |
| title_full | Advanced statistical steganalysis Rainer Böhme |
| title_fullStr | Advanced statistical steganalysis Rainer Böhme |
| title_full_unstemmed | Advanced statistical steganalysis Rainer Böhme |
| title_short | Advanced statistical steganalysis |
| title_sort | advanced statistical steganalysis |
| topic | Steganographie (DE-588)4617648-2 gnd |
| topic_facet | Steganographie |
| url | https://doi.org/10.1007/978-3-642-14313-7 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=020598502&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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