The DOI matches its Crossref record; 36 of the 70 references it cites were found in a registry or an index.
Secure spread spectrum watermarking for multimedia
Abstract
This paper presents a secure (tamper-resistant) algorithm for watermarking images, and a methodology for digital watermarking that may be generalized to audio, video, and multimedia data. We advocate that a watermark should be constructed as an independent and identically distributed (i.i.d.) Gaussian random vector that is imperceptibly inserted in a spread-spectrum-like fashion into the perceptually most significant spectral components of the data. We argue that insertion of a watermark under this regime makes the watermark robust to signal processing operations (such as lossy compression, filtering, digital-analog and analog-digital conversion, requantization, etc.), and common geometric transformations (such as cropping, scaling, translation, and rotation) provided that the original image is available and that it can be successfully registered against the transformed watermarked image. In these cases, the watermark detector unambiguously identifies the owner. Further, the use of Gaussian noise, ensures strong resilience to multiple-document, or collusional, attacks. Experimental results are provided to support these claims, along with an exposition of pending open problems.
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A method for obtaining digital signatures and public-key cryptosystems
Rivest, R. L., Shamir, A., & Adleman, L. (1983) · Communications of the ACM · doi:10.1145/357980.358017 · Cited by 13,012
Huber, P. J. (1981) · Wiley Series in Probability and Statistics · doi:10.1002/0471725250 · Cited by 7,066
Vector Quantization and Signal Compression
Gersho, A., & Gray, R. M. (1992) · Springer eBooks · doi:10.1007/978-1-4615-3626-0 · Cited by 7,055
Three-dimensional computer vision: a geometric viewpoint
(1994) · Choice Reviews Online · doi:10.5860/choice.32-0357 · Cited by 3,032
Theory of Spread-Spectrum Communications - A Tutorial
Pickholtz, R. L., Schilling, D. L., & Milstein, L. B. (1982) · IEEE Transactions on Communications · doi:10.1109/tcom.1982.1095533 · Cited by 1,376
van Schyndel, R. G., Tirkel, A. Z., & Osborne, C. F. (2002) · Proceedings - International Conference on Image Processing · doi:10.1109/icip.1994.413536 · Cited by 1,139
Jähne, B. (1993) · Springer eBooks · doi:10.1007/978-3-662-21817-4 · Cited by 1,139
Collusion-secure fingerprinting for digital data
Boneh, D., & Shaw, J. (1998) · IEEE Transactions on Information Theory · doi:10.1109/18.705568 · Cited by 980
Signal compression based on models of human perception
Jayant, N. S., Johnston, J. D., & Safranek, R. J. (1993) · Proceedings of the IEEE · doi:10.1109/5.241504 · Cited by 790
Spread-Spectrum Communications
Ellersick, F., Schilling, D. L., Cook, C. E., et al. (1983) · Encyclopedia of Wireless and Mobile Communications · doi:10.1081/e-ewmc2-120043935 · Cited by 679
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34 of the 70 references couldn’t be matched to a known paper.
Research works printed but not linked: 6
- kilian, 0, Resistance of watermarked documents to collusional attacks
- braudaway, 1996, Color correct digital watermarking of images
- adelson, 1990, Digital signal encoding and decoding apparatus
- schreiber, 1991, Receiver-compatible enhanced definition television system
- rhoads, 1995, Indentification/authentication coding method and apparatus
- turner, 1989, Digital data security system
Cited by
Sorted by citations
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Kim, H., Lee, J., Ryu, S., et al. (2013) · doi:10.2316/p.2013.798-084 · Cited by 2
Mixing-attack-proof Randomized Embedding Audio Watermarking System
Guo, Y., Yuan, Q., Zhao, X., et al. (2013) · Journal of Computers · doi:10.4304/jcp.8.12.3243-3250 · Cited by 2
Optical watermarking robust to object with low-reflectance
Uehira, K., Ishikawa, Y., & Yanaka, K. (2009) · IEEE International Conference on Multimedia and Expo (ICME) · doi:10.1109/icme.2009.5202861 · Cited by 2
MPEG-2 standard system: A new blind watermarking approach using spread spectrum method
Mahdipour, H., Salehinejad, H., & Talebi, S. (2008) · International Symposium on Telecommunications · doi:10.1109/istel.2008.4651394 · Cited by 2
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Huang, J., & Jiao, Q. (2008) · doi:10.1109/cisp.2008.306 · Cited by 2
Signal watermarking in bi-dimensional representations using matrix factorizations
Chountasis, S., Pappas, D., & Katsikis, V. N. (2015) · Computational and Applied Mathematics · doi:10.1007/s40314-015-0230-7 · Cited by 2
(2007) · ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD) · doi:10.1109/snpd.2007.9 · Cited by 2
Single Spin Logic Realization of Robust Image Watermarking in Spatial Domain
Ghosh, A., Das, T. S., Mankar, V. H., et al. (2008) · doi:10.1109/iciinfs.2008.4798395 · Cited by 2
A proof of copyright ownership using moment-preserving
Chang, C., Hwang, K., & Lin, Y. B. (2002) · IEEE Annual International Computer Software and Applications Conference (COMPSAC) · doi:10.1109/cmpsac.2000.884718 · Cited by 2
Design and Development of BFO based Robust Watermarking Algorithm for Digital Image
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Chawla, K., & Singh, S. (2012) · Cited by 2
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Meenakshi, S., & Akila, C. (2011) · International Journal on Information Sciences and Computing · doi:10.18000/ijisac.50086 · Cited by 2
Study of Watermarking Techniques Used in Digital Image
Singh, O., Kumar, S., Mishra, G., et al. (2012) · Cited by 2
Robust Image Watermarking Method Using Discrete Cosine Decomposition and Just Noticeable Distortion
Seo, H.-U., Sohn, J.-S., Kim, B.-I., et al. (2008) · Cited by 2
Amplitude‐adaptive spread‐spectrum data embedding
Li, M., Liu, Q., Guo, Y., et al. (2015) · IET Image Processing · doi:10.1049/iet-ipr.2015.0128 · Cited by 2
A Novel Technique for Secure Information Transmission Using Framed Video Watermarking
Arya, K. V., Saxena, L., & Tewari, A. (2011) · Advances in intelligent and soft computing · doi:10.1007/978-3-642-23154-4_28 · Cited by 2
Authentication Method Using a Discrete Wavelet Transform for a Digital Moving Image
Fujii, R., Yoshitomi, Y., Asada, T., et al. (2016) · Journal of Information Security · doi:10.4236/jis.2016.71001 · Cited by 2
Liang, X., Chen, Y., Shi, Y., et al. (2015) · International Congress on Image and Signal Processing (CISP) · doi:10.1109/cisp.2015.7407991 · Cited by 2
Watermarking Signature for Still Images
Yun, W., Yang, J., & Jeon, G. (2014) · Advanced science and technology letters · doi:10.14257/astl.2014.63.04 · Cited by 2
Security Monitoring by Watermarking and Hashing for Multimedia Service on Internet Platform
Wang, Z., Liu, J., Wan, W., et al. (2014) · International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP) · doi:10.1109/iih-msp.2014.163 · Cited by 2
Digital Rights Management in a Multimedia Environment
Peinado, M. (2002) · SMPTE Journal · doi:10.5594/j11567 · Cited by 2
The Watermarking Algorithm against Shearing Based on Dopplerlet-radon Transformation
Minghui, D., Qingshuang, Z., & Sibo, L. (2012) · Information Technology Journal · doi:10.3923/itj.2012.349.353 · Cited by 2
Dhar, P. K., & Shimamura, T. (2014) · International Forum on Strategic Technology · doi:10.1109/ifost.2014.6991091 · Cited by 2
3D temperature field reconstruction using ultrasound sensing system
Liu, Y., Ma, T., Cao, C., et al. (2016) · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · doi:10.1117/12.2219232 · Cited by 2
Techniques of Digital Image Watermarking: A Review
Mehto, A., & Mehra, N. (2015) · International Journal of Computer Applications · doi:10.5120/ijca2015906629 · Cited by 2
Robust watermarking of audio with blind self-authentication
Farooq, O., Datta, S., & Blackledge, J. (2008) · International Conference on Electronics, Hardware, Wireless and Optical Communications · Cited by 2
Watermark-based secure communications in safety-related scenarios
Soderi, S., Mucchi, L., Hämäläinen, M., et al. (2016) · International Symposium on Medical Information and Communication Technology · doi:10.1109/ismict.2016.7498899 · Cited by 2
Improvement of DWT-SVD with Curve Fitting and Robust Regression: An Application to Astronomy Images
Karadeniz, T., & Α, E. E. (2016) · Elektronika ir Elektrotechnika · doi:10.5755/j01.eie.22.3.15319 · Cited by 2
Data Hiding Schemes Based on Singular Value Decomposition
Pomponiu, V., Cavagnino, D., Basso, A., et al. (2010) · Advances in multimedia and interactive technologies book series · doi:10.4018/978-1-61520-903-3.ch011 · Cited by 2
Intelligence-Based Adaptive Digital Watermarking for Images in Wavelet Transform Domain
Santhi, V., & Acharjya, D. P. (2016) · Biometrics · doi:10.4018/978-1-5225-0983-7.ch061 · Cited by 2
Quantization based watermarking methods against valumetric distortions
Wang, Z.-R., Dong, J., & Wang, W. (2016) · Machine Intelligence Research · doi:10.1007/s11633-016-1010-6 · Cited by 2
Improve Watermark Security Via Wavelet Transfrom And Cdma Techniques
Kuraz, Y. R., & Modar, A. H. (2008) · Maǧallaẗ al-handasaẗ al-rāfidayn · doi:10.33899/rengj.2008.44625 · Cited by 2
Ali, M., Ahn, C. W., & Pant, M. (2016) · Gate to Computer Science and Research · doi:10.15579/gcsr.vol5.ch1 · Cited by 2
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Shih, F. Y., & Wu, Y. (2009) · IGI Global eBooks · doi:10.4018/978-1-60566-262-6.ch023 · Cited by 2
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Cao, J., Li, H., Luo, W., et al. (2016) · Proceedings - International Conference on Image Processing · doi:10.1109/icip.2016.7532854 · Cited by 2
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Arivazhagan, S., Sylvia Lilly Jebarani, W., & Bagavath, S. (2011) · ICTACT Journal on Image and Video Processing · doi:10.21917/ijivp.2011.0036 · Cited by 2
DIGICOP: A Copyright protection algorithm for Digital Images
Obimbo, C., & Salami, B. (2009) · IEEE Toronto International Conference Science and Technology for Humanity · doi:10.1109/tic-sth.2009.5444366 · Cited by 2
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Khalil, M. I., & Wahdan, A.-M. (2005) · doi:10.1109/iceec.2004.1374383 · Cited by 2
Validating the existence of watermarks on digital images using a mobile phone
Delgado-Guillen, L. A., García-Hernández, J. J., & Torres-Huitzil, C. (2012) · International Conference for Internet Technology and Secured Transactions · Cited by 2
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Natsuki, K., Kang, H., Iwamura, K., et al. (2016) · IEEE Global Conference on Consumer Electronics (GCCE) · doi:10.1109/gcce.2016.7800389 · Cited by 2
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Shin, D., Hong, Y., Kim, J., et al. (2016) · International Conference on Signal Processing Systems (ICSPS) · doi:10.1145/3015166.3015189 · Cited by 2
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Huff Stanley, M., & Gogoi, M. (2017) · International Journal of Computer Applications · doi:10.5120/ijca2017913725 · Cited by 2
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Wang, Q., Ma, J., Wang, X., et al. (2017) · doi:10.1109/gsis.2017.8077676 · Cited by 2
Bose, A., & Maity, S. P. (2017) · Multimedia Tools and Applications · doi:10.1007/s11042-017-5462-7 · Cited by 2
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Yu, P.-T., Tsai, H.-H., & Lin, J.-S. (2001) · Cited by 2
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Hu, Y., Sheng, X. Y., Mao, J., et al. (2019) · EURASIP Journal on Information Security · doi:10.1186/s13635-019-0086-2 · Cited by 2
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Metadata
- Authors
- Cox, I. J., Kilian, J., Leighton, F. T., & Shamoon, T.
- Affiliations
- NEC (Japan) (JP)
- Massachusetts Institute of Technology (US)
- ORCID
- Cox, I.J.
- Venue
- IEEE Transactions on Image Processing
- Published
- 1997-12
- Volume
- 6
- Issue
- 12
- Pages
- 1673-1687
- ISSN
- 1057-7149 (ISSN-L)
- 1941-0042
- OpenAlex
- W2116467012
- Semantic Scholar
- a5eaa0b77d774745409499be2a2f16c506156161
- Cited by
- 5,299
- References
- 70
- Citations by year
- 2026: 65 · 2025: 60 · 2024: 48 · 2023: 69 · 2022: 74 · 2021: 85 · 2020: 84 · 2019: 112 · 2018: 132 · 2017: 160 · 2016: 168 · 2015: 201 · 2014: 211 · 2013: 240 · 2012: 289
- FWCI
- 98.40
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- IEEE Transactions on Image Processing (publishedVersion)
- PubMed (publishedVersion)
- UCL Discovery (University College London) (submittedVersion)
- Topics
- Physical Sciences › Computer Science › Computer Vision and Pattern Recognition › Advanced Steganography and Watermarking Techniques
- Physical Sciences › Computer Science › Computer Vision and Pattern Recognition › Digital Media Forensic Detection
- Physical Sciences › Computer Science › Computer Vision and Pattern Recognition › Advanced Data Compression Techniques
- Keywords
- digital watermarking, spread spectrum watermarking, tamper resistance, Gaussian random vectors, image watermarking, watermark robustness, lossy compression, geometric transformations, image registration
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