Abstract
In this paper, a cipher based-on chaotic neural network is proposed, which is used to encrypt JPEG2000 encoded images. During the image encoding process, some sensitive bitstreams are selected from different subbands, bit-planes or encoding-passes, and then are completely encrypted. The algorithm has high security with low cost; it can keep the original file format and compression ratio unchanged, and can support direct operations such as image browsing and bit-rate control. These properties make the cipher very suitable for such real-time encryption applications as image transmission, web imaging, mobile and wireless multimedia communication.
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References
Karras, D.A., Zorkadis, V.: On Neural Network Techniques in the Secure Management of Communication Systems through Improving and Quality Assessing Pseudorandom Stream Generators. Neural Networks 16(5-6), 899–905 (2003)
Chan, C.-K., Cheng, L.M.: Pseudorandom Generator Based on Clipped Hopfield Neural Network. In: Proceedings of the 1998 IEEE International Symposium on Circuits and Systems, Monterey, CA, vol. 3, pp. 183–186 (1998)
Mislovaty, R., Klein, E., Kanter, I., Kinzel, W.: Public Channel Cryptography by Synchronization of Neural Networks and Chaotic Maps. Physical Review Letters 91(11), 118701/1-118701/4 (2003)
Yen, J.-C., Guo, J.-I.: A Chaotic Neural Network for Signal Encryption/Decryption and Its VLSI Architecture. In: Proc. 10th (Taiwan) VLSI Design/CAD Symposium, Taiwan, pp. 319–322 (1999)
Rabbani, M., Joshi, R.: An Overview of the JPEG2000 Still Image Compression Standard. Signal Processing: Image Communication 17(1), 3–48 (2002)
ISO/IEC 15444-1: Information Technology-JPEG 2000 Image Coding System-Part 1: Core Coding System (2000)
Buchmann, J.A.: Introduction to Cryptography. Springer-, New York (2001)
Taubman, D.: High Performance Scalable Image Compression with EBCOT. IEEE Trans. on Image Processing 9(7), 1158–1170 (2000)
Witten, I.H., Neal, R.M., Cleary, J.G.: Arithmetic Coding for Data Compression. Communications of the ACM 30(6), 520–540 (1987)
Podesser, M., Schmidt, H.P., Uhl, A.: Selective Bitplane Encryption for Secure Transmission of Image Data in Mobile Environments. In: CD-ROM Proceedings of the 5th IEEE Nordic Signal Processing Symposium (NORSIG 2002), Tromso-Trondheim, Norway (2002)
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© 2004 Springer-Verlag Berlin Heidelberg
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Lian, S., Chen, G., Cheung, A., Wang, Z. (2004). A Chaotic-Neural-Network-Based Encryption Algorithm for JPEG2000 Encoded Images. In: Yin, FL., Wang, J., Guo, C. (eds) Advances in Neural Networks - ISNN 2004. ISNN 2004. Lecture Notes in Computer Science, vol 3174. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-28648-6_100
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DOI: https://doi.org/10.1007/978-3-540-28648-6_100
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-22843-1
Online ISBN: 978-3-540-28648-6
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