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Christian Krätzer

Christian Kraetzer

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affiliation: Otto von Guericke University of Magdeburg, Germany

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2020 – today

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2024
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Dennis Siegel, Christian Kraetzer, Stefan Seidlitz, Jana Dittmann:
Media Forensic Considerations of the Usage of Artificial Intelligence Using the Example of DeepFake Detection. J. Imaging 10(2): 46 (2024)
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Jana Dittmann, Christian Kraetzer, Jost Alemann, Bernhard Birnbaum:
Forensic Trace Analysis for MP3 based Stego-Malware: Exemplary Study for Stego-Algorithm and Capacity Attribution to derive YARA Rules for Malware Identification. IH&MMSec 2024: 101-112
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Meghana Rao Bangalore Narasimha Prasad, Andrey Makrushin, Matteo Ferrara, Christian Kraetzer, Jana Dittmann:
GAN-based Minutiae-driven Fingerprint Morphing. IH&MMSec 2024: 175-186
[c64]
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Jana Dittmann, Christian Krätzer, Stefan Kiltz, Robert Altschaffel, Claus Vielhauer, Steffen Wendzel, Sandro Wefel, Holger Nitsch:
Attribution von verdeckten (Informations-)Kanälen im Bereich kritischer Infrastrukturen und Potentiale für Prävention und Reaktion (ATTRIBUT). Sicherheit 2024: 265-269
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Christian Kraetzer, Mario Hildebrandt:
Explainability and Interpretability for Media Forensic Methods: Illustrated on the Example of the Steganalysis Tool Stegdetect. VISIGRAPP (4): VISAPP 2024: 585-592
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Fernando Pérez-González, Pedro Comesaña Alfaro, Christian Krätzer, Hong Vicky Zhao:
Proceedings of the ACM Workshop on Information Hiding and Multimedia Security, IH&MMSec 2024, Baiona, Spain, June 24-26, 2024. ACM 2024 [contents]
2023
[c62]
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Dennis Siegel, Stefan Seidlitz, Christian Krätzer, Jana Dittmann:
Pros and cons of comparing and combining hand-crafted and neural network based DeepFake detection based on eye blinking behavior. Media Watermarking, Security, and Forensics 2023: 1-6
[c61]
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Christian Krätzer, Dennis Siegel, Stefan Seidlitz, Jana Dittmann:
Human-in-control and quality assurance aspects for a benchmarking framework for DeepFake detection models. Media Watermarking, Security, and Forensics 2023: 379-1
2022
[j5]
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Christian Kraetzer, Dennis Siegel, Stefan Seidlitz, Jana Dittmann:
Process-Driven Modelling of Media Forensic Investigations-Considerations on the Example of DeepFake Detection. Sensors 22(9): 3137 (2022)
[c60]
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Dennis Siegel, Christian Krätzer, Stefan Seidlitz, Jana Dittmann:
Forensic data model for artificial intelligence based media forensics - Illustrated on the example of DeepFake detection. Media Watermarking, Security, and Forensics 2022: 1-6
2021
[j4]
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Christian Kraetzer, Andrey Makrushin, Jana Dittmann, Mario Hildebrandt:
Potential advantages and limitations of using information fusion in media forensics - a discussion on the example of detecting face morphing attacks. EURASIP J. Inf. Secur. 2021(1): 9 (2021)
[j3]
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Dennis Siegel, Christian Kraetzer, Stefan Seidlitz, Jana Dittmann:
Media Forensics Considerations on DeepFake Detection with Hand-Crafted Features. J. Imaging 7(7): 108 (2021)
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Salatiel Ezennaya-Gomez, Stefan Kiltz, Christian Kraetzer, Jana Dittmann:
A Semi-Automated HTTP Traffic Analysis for Online Payments for Empowering Security, Forensics and Privacy Analysis. ARES 2021: 61:1-61:8
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Steffen Wendzel, Luca Caviglione, Wojciech Mazurczyk, Aleksandra Mileva, Jana Dittmann, Christian Krätzer, Kevin Lamshöft, Claus Vielhauer, Laura Hartmann, Jörg Keller, Tom Neubert:
A Revised Taxonomy of Steganography Embedding Patterns. ARES 2021: 67:1-67:12
[c57]
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Jonas Hielscher, Kevin Lamshöft, Christian Krätzer, Jana Dittmann:
A Systematic Analysis of Covert Channels in the Network Time Protocol. ARES 2021: 69:1-69:11
[c56]
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Tom Neubert, Claus Vielhauer, Christian Kraetzer:
Artificial Steganographic Network Data Generation Concept and Evaluation of Detection Approaches to secure Industrial Control Systems against Steganographic Attacks. ARES 2021: 70:1-70:9
[c55]
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Andrey Makrushin, Christof Kauba, Simon Kirchgasser, Stefan Seidlitz, Christian Kraetzer, Andreas Uhl, Jana Dittmann:
General Requirements on Synthetic Fingerprint Images for Biometric Authentication and Forensic Investigations. IH&MMSec 2021: 93-104
[c54]
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Kevin Lamshöft, Tom Neubert, Christian Krätzer, Claus Vielhauer, Jana Dittmann:
Information Hiding in Cyber Physical Systems: Challenges for Embedding, Retrieval and Detection using Sensor Data of the SWAT Dataset. IH&MMSec 2021: 113-124
[c53]
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Mario Hildebrandt, Aamir Shakir, Alexander Ziemke, Mohamed Abdelrazek, Hannes Stuetzer, Dominik Blut, Kevin Lamshöft, Salatiel Ezennaya-Gomez, Christian Kraetzer, Jana Dittmann:
AiroIdent - User identification based on analyzing WPA2 encrypted traffic containing search engine interactions. Media Watermarking, Security, and Forensics 2021
[c52]
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Stefan Seidlitz, Kris Jürgens, Andrey Makrushin, Christian Kraetzer, Jana Dittmann:
Generation of Privacy-friendly Datasets of Latent Fingerprint Images using Generative Adversarial Networks. VISIGRAPP (4: VISAPP) 2021: 345-352
[i1]
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  - journals/corr/abs-2106-08654
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Steffen Wendzel, Luca Caviglione, Wojciech Mazurczyk, Aleksandra Mileva, Jana Dittmann, Christian Krätzer, Kevin Lamshöft, Claus Vielhauer, Laura Hartmann, Jörg Keller, Tom Neubert:
A Revised Taxonomy of Steganography Embedding Patterns. CoRR abs/2106.08654 (2021)

2010 – 2019

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2019
[c51]
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Andrey Makrushin, Christian Kraetzer, Jana Dittmann, Clemens Seibold, Anna Hilsmann, Peter Eisert:
Dempster-Shafer Theory for Fusing Face Morphing Detectors. EUSIPCO 2019: 1-5
[c50]
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Tom Neubert, Christian Kraetzer, Jana Dittmann:
A Face Morphing Detection Concept with a Frequency and a Spatial Domain Feature Space for Images on eMRTD. IH&MMSec 2019: 95-100
[c49]
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Clemens Seibold, Anna Hilsmann, Andrey Makrushin, Christian Kraetzer, Tom Neubert, Jana Dittmann, Peter Eisert:
Visual Feature Space Analyses of Face Morphing Detectors. WIFS 2019: 1-6
2018
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Tom Neubert, Andrey Makrushin, Mario Hildebrandt, Christian Kraetzer, Jana Dittmann:
Extended StirTrace benchmarking of biometric and forensic qualities of morphed face images. IET Biom. 7(4): 325-332 (2018)
[c48]
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Christian Kraetzer, Jana Dittmann:
Steganography by synthesis: Can commonplace image manipulations like face morphing create plausible steganographic channels? ARES 2018: 11:1-11:8
[c47]
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Tom Neubert, Christian Kraetzer, Jana Dittmann:
Reducing the False Alarm Rate for Face Morph Detection by a Morph Pipeline Footprint Detector. EUSIPCO 2018: 1002-1006
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Andrey Makrushin, Christian Kraetzer, Tom Neubert, Jana Dittmann:
Generalized Benford's Law for Blind Detection of Morphed Face Images. IH&MMSec 2018: 49-54
2017
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Christian Kraetzer, Andrey Makrushin, Tom Neubert, Mario Hildebrandt, Jana Dittmann:
Modeling Attacks on Photo-ID Documents and Applying Media Forensics for the Detection of Facial Morphing. IH&MMSec 2017: 21-32
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Christian Kraetzer, Yun-Qing Shi, Jana Dittmann, Hyoung Joong Kim:
Digital Forensics and Watermarking - 16th International Workshop, IWDW 2017, Magdeburg, Germany, August 23-25, 2017, Proceedings. Lecture Notes in Computer Science 10431, Springer 2017, ISBN 978-3-319-64184-3 [contents]
2016
[c44]
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Ronny Merkel, Christian Kraetzer, Mario Hildebrandt, Stefan Kiltz, Sven Kuhlmann, Jana Dittmann:
A semantic framework for a better understanding, investigation and prevention of organized financial crime. Sicherheit 2016: 55-66
2015
[c43]
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Maik Schott, Claus Vielhauer, Christian Krätzer:
Using different encryption schemes for secure deletion while supporting queries. BTW Workshops 2015: 37-45
[c42]
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Christian Kraetzer, Jana Dittmann:
Considerations on the benchmarking of media forensics. EUSIPCO 2015: 61-65
2014
[c41]
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Robert Altschaffel, Jana Dittmann, Christian Krätzer, Stefan Kiltz:
A Hierarchical Model for the Description of Internet-Based Communication. IMF 2014: 85-94
2013
[b1]
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Christian Krätzer:
Statistical pattern recognition for audio-forensics : empirical investigations on the application scenarios audio steganalysis and microphone forensics. Otto von Guericke University Magdeburg, 2013
[c40]
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Andreas Hasselberg, René Zimmermann, Christian Kraetzer, Tobias Scheidat, Claus Vielhauer, Karl Kümmel:
Security of Features Describing the Visual Appearance of Handwriting Samples Using the Bio-hash Algorithm of Vielhauer against an Evolutionary Algorithm Attack. Communications and Multimedia Security 2013: 85-94
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Robert Altschaffel, Robert Clausing, Christian Kraetzer, Tobias Hoppe, Stefan Kiltz, Jana Dittmann:
Statistical Pattern Recognition Based Content Analysis on Encrypted Network: Traffic for the TeamViewer Application. IMF 2013: 113-121
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Bart De Decker, Jana Dittmann, Christian Kraetzer, Claus Vielhauer:
Communications and Multimedia Security - 14th IFIP TC 6/TC 11 International Conference, CMS 2013, Magdeburg, Germany, September 25-26, 2013. Proceedings. Lecture Notes in Computer Science 8099, Springer 2013, ISBN 978-3-642-40778-9 [contents]
2012
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Christian Kraetzer, Jana Dittmann:
Plausibility Considerations on Steganalysis as a Security Mechanism - Discussions on the Example of Audio Steganalysis. Trans. Data Hiding Multim. Secur. 8: 80-101 (2012)
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Wiebke Menzel, Sven Tuchscheerer, Jana Fruth, Christian Kraetzer, Jana Dittmann:
Design and evaluation of security multimedia warnings for children's smartphones. Multimedia on Mobile Devices / Multimedia Content Access: Algorithms and Systems 2012: 83040B
[c37]
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Christian Kraetzer, Kun Qian, Jana Dittmann:
Extending a context model for microphone forensics. Media Watermarking, Security, and Forensics 2012: 83030S
[c36]
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  - conf/mmsec/ClausingKDV12
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Eric Clausing, Christian Kraetzer, Jana Dittmann, Claus Vielhauer:
A first approach for the contactless acquisition and automated detection of toolmarks on pins of locking cylinders using 3D confocal microscopy. MM&Sec 2012: 47-56
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Christian Arndt, Christian Kraetzer, Claus Vielhauer:
First approach for a computer-aided textile fiber type determination based on template matching using a 3D laser scanning microscope. MM&Sec 2012: 57-66
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Wiebke Menzel, Sven Tuchscheerer, Jana Fruth, Christian Krätzer, Jana Dittmann:
Designansatz und Evaluation von Kindgerechten Securitywarnungen für Smartphones. Sicherheit 2012: 211-221
2011
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Marcus Leich, Stefan Kiltz, Christian Krätzer, Jana Dittmann, Claus Vielhauer:
Preliminary study of statistical pattern recognition-based coin counterfeit detection by means of high resolution 3D scanners. Three-Dimensional Imaging, Interaction, and Measurement 2011: 786412
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Sven Tuchscheerer, Christian Krätzer, Jana Dittmann, Tobias Hoppe:
Statistical effects of selected noise characteristics on speaker recognition in automotive environments: a first ANOVA-based investigation. AutomotiveUI 2011: 63-70
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Jana Fruth, Christian Kraetzer, Jana Dittmann:
Design and evaluation of multimedia security warnings for the interaction between humans and industrial robots. Intelligent Robots and Computer Vision: Algorithms and Techniques 2011: 78780K
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Sven Tuchscheerer, Tobias Hoppe, Christian Krätzer, Jana Dittmann:
FirstAidAssistanceSystem (FAAS): improvement of first aid measures using Car2Car-communication technology. Intelligent Robots and Computer Vision: Algorithms and Techniques 2011: 78780D
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Tobias Scheidat, Juliane Heinze, Claus Vielhauer, Jana Dittmann, Christian Kraetzer:
Comparative review of studies on aging effects in context of biometric authentication. Multimedia on Mobile Devices / Multimedia Content Access: Algorithms and Systems 2011: 788110
[c28]
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Kun Qian, Maik Schott, Christian Kraetzer, Matthias L. Hemmje, Holger Brocks, Jana Dittmann:
A Security Contextualisation Framework for Digital Long-Term Preservation. SDA 2011: 131-142
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  - conf/icdsp/MerkelKDV11
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Ronny Merkel, Christian Kraetzer, Jana Dittmann, Claus Vielhauer:
Reversible watermarking with digital signature chaining for privacy protection of optical contactless captured biometric fingerprints - a capacity study for forensic approaches. DSP 2011: 1-6
[c26]
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Stefan Kiltz, Mario Hildebrandt, Jana Dittmann, Claus Vielhauer, Christian Kraetzer:
Printed fingerprints: a framework and first results towards detection of artificially printed latent fingerprints for forensics. IQSP 2011: 78670U
[c25]
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Ronny Merkel, Christian Kraetzer, Robert Altschaffel, Eric Clausing, Maik Schott, Jana Dittmann:
Fingerprint Forensics Application Protocol: Semi-automated Modeling and Verification of Watermark-Based Communication Using CASPER and FDR. IWDW 2011: 321-335
[c24]
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Christian Kraetzer, Kun Qian, Maik Schott, Jana Dittmann:
A context model for microphone forensics and its application in evaluations. Media Forensics and Security 2011: 78800P
[c23]
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Ronny Merkel, Anja Bräutigam, Christian Kraetzer, Jana Dittmann, Claus Vielhauer:
Evaluation of binary pixel aging curves of latent fingerprint traces for different surfaces using a chromatic white light (CWL) sensor. MM&Sec 2011: 41-50
[c22]
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Christian Kraetzer, Ronny Merkel, Robert Altschaffel, Eric Clausing, Jana Dittmann:
Semi-automated communication protocol security verification for watermarking - pros and cons illustrated on a complex application scenario. MM&Sec 2011: 93-102
[c21]
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  - conf/mmsec/0001SKH11
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Kun Qian, Maik Schott, Christian Kraetzer, Matthias L. Hemmje:
Contextualizing security for digital long-term preservation. MM&Sec 2011: 115-120
2010
[c20]
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Ronny Merkel, Tobias Hoppe, Christian Krätzer, Jana Dittmann:
Statistical Detection of Malicious PE-Executables for Fast Offline Analysis. Communications and Multimedia Security 2010: 93-105
[c19]
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  - conf/ipas/HerrmannMDVLK10
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Enrico Herrmann, Andrey Makrushin, Jana Dittmann, Claus Vielhauer, Mirko Langnickel, Christian Krätzer:
Hand-movement-based in-vehicle driver/front-seat passenger discrimination for centre console controls. Image Processing: Algorithms and Systems 2010: 75320
[c18]
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Andrey Makrushin, Jana Dittmann, Claus Vielhauer, Mirko Langnickel, Christian Krätzer:
The feasibility test of state-of-the-art face detection algorithms for vehicle occupant detection. Image Processing: Algorithms and Systems 2010: 75320
[c17]
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  - conf/mediaforensics/QianKBD10
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Kun Qian, Christian Krätzer, Michael Biermann, Jana Dittmann:
Audio annotation watermarking with robustness against DA/AD conversion. Media Forensics and Security 2010: 75410W
[c16]
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  - conf/mmsec/KraetzerMACSD10
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Christian Kraetzer, Ronny Merkel, Robert Altschaffel, Eric Clausing, Maik Schott, Jana Dittmann:
Modelling watermark communication protocols using the CASPER modelling language. MM&Sec 2010: 107-116

2000 – 2009

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What is the meaning of the colors in the publication lists?

2009
[c15]
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  - conf/gi/KratzerD09
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Christian Krätzer, Jana Dittmann:
Der Einfluss gleichgewichteter Fusion in der Mikrofonforensik unter beispielhafter Nutzung von zwei Klassifikatoren. GI Jahrestagung 2009: 1604-1618
[c14]
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  - conf/ih/BuchholzKD09
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Robert Buchholz, Christian Krätzer, Jana Dittmann:
Microphone Classification Using Fourier Coefficients. Information Hiding 2009: 235-246
[c13]
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Christian Krätzer, Jana Dittmann:
The impact of information fusion in steganalysis on the example of audio steganalysis. Media Forensics and Security 2009: 725409
[c12]
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Christian Kraetzer, Maik Schott, Jana Dittmann:
Unweighted fusion in microphone forensics using a decision tree and linear logistic regression models. MM&Sec 2009: 49-56
2008
[c11]
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Christian Krätzer, Jana Dittmann:
Impact of feature selection in classification for hidden channel detection on the example of audio data hiding. MM&Sec 2008: 159-166
[c10]
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Christian Kraetzer, Jana Dittmann:
Cover signal specific steganalysis: the impact of training on the example of two selected audio steganalysis approaches. Security, Forensics, Steganography, and Watermarking of Multimedia Contents 2008: 68190Y
[c9]
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  - conf/sswmc/KraetzerDM08
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Christian Kraetzer, Jana Dittmann, Ronny Merkel:
WLAN steganography revisited. Security, Forensics, Steganography, and Watermarking of Multimedia Contents 2008: 681903
[c8]
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  - conf/sswmc/VielhauerSKD08
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Claus Vielhauer, Maik Schott, Christian Krätzer, Jana Dittmann:
Nested object watermarking: transparency and capacity evaluation. Security, Forensics, Steganography, and Watermarking of Multimedia Contents 2008: 681918
2007
[c7]
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  - conf/ih/KratzerD07
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Christian Krätzer, Jana Dittmann:
Pros and Cons of Mel-cepstrum Based Audio Steganalysis Using SVM Classification. Information Hiding 2007: 359-377
[c6]
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  - conf/mmsec/KratzerODL07
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Christian Krätzer, Andrea Oermann, Jana Dittmann, Andreas Lang:
Digital audio forensics: a first practical evaluation on microphone and environment classification. MM&Sec 2007: 63-74
[c5]
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Christian Kraetzer, Jana Dittmann:
Mel-cepstrum-based steganalysis for VoIP steganography. Security, Steganography, and Watermarking of Multimedia Contents 2007: 650505
2006
[c4]
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  - conf/iscas/KratzerDVH06
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Christian Krätzer, Jana Dittmann, Thomas Vogel, Reyk Hillert:
Design and evaluation of steganography for voice-over-IP. ISCAS 2006
[c3]
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  - conf/mmsec/KratzerDLK06
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Christian Krätzer, Jana Dittmann, Andreas Lang, Tobias Kühne:
WLAN steganography: a first practical review. MM&Sec 2006: 17-22
[c2]
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  - conf/sicherheit/VogelDHK06
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Thomas Vogel, Jana Dittmann, Reyk Hillert, Christian Krätzer:
Design und Evaluierung von Steganographie für Voice-over-IP. Sicherheit 2006: 131-142
[c1]
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Christian Kraetzer, Jana Dittmann, Andreas Lang:
Transparency benchmarking on audio watermarks and steganography. Security, Steganography, and Watermarking of Multimedia Contents 2006: 60721L

Coauthor Index

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