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http://dx.doi.org/10.9717/kmms.2014.17.7.769

Selective Encryption Algorithm Based on DCT for GIS Vector Map  

Giao, Pham Ngoc (Dept. of IT Convergence and Applications Eng., Pukyong National University)
Kwon, Gi-Chang (Dept. of IT Cooperative System, Gyeongbuk Provincial College)
Lee, Suk-Hwan (Dept. of Information Security, Tongmyong University)
Kwon, Ki-Ryong (Dept. of IT Convergence and Applications Eng., Pukyong National University)
Publication Information
Abstract
With the rapid interest in Geographic Information System (GIS) contents, a large volume of valuable GIS dataset has been distributed illegally by pirates, hackers, or unauthorized users. Therefore the problem focus on how to protect the copyright of GIS vector map data for storage and transmission. At this point, GIS security techniques focusing on secure network and data encryption have been studied and developed to solve the copyright protection and illegal copy prevention for GIS digital map. But GIS vector map data is very large and current data encryption techniques often encrypt all components of data. That means we have encrypted large amount of data lead to the long encrypting time and high complexity computation. This paper presents a novel selective encryption scheme for GIS vector map data protection to store, transmit or distribute to authorized users using K-means algorithm. The proposed algorithm only encrypts a small part of data based on properties of polylines and polygons in GIS vector map but it can change whole data of GIS vector map. Experimental results verified the proposed algorithm effectively and error in decryption is approximately zero.
Keywords
GIS Vector Map; Selective Encryption; K-means Algorithm; Vector Map Security;
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Times Cited By KSCI : 1  (Citation Analysis)
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1 M.G Nazneen, S. Banu, Z. Tabassum, K. Fatima, and A. Shariff, "Selective Bitplane Encryption for Secure Transmission Of Image Data In Mobile Environment," International Journal of Scientific & Technology Research, Vol. 2, Issue 6, pp. 92-96, June 2013.
2 Mac Queen, Some Methods for Classification and Analysis of Multivariate Observations, University of California Press, Berkeley, Calif., Vol. 1, pp. 281-297, 1967.
3 G. Strang, "The Discrete Cosine Transform," Society for Industrial and Applied Mathematics, Vol. 41, No. 1, pp. 135-147, 1999.
4 K.E. Foote and M. Lynch, Geographic Information Systems as an Integrating Technology: Context, Concepts, and Definitions, June 2011.
5 M.F. Goodchild, "Twenty Years of Progress: GIS Science in 2010," Journal of Spatial Information Science, No. 1, pp. 3-20, July 2010.
6 Geographic Information System(2004), http://en.wikipedia.org/wiki/Geographic_information_ system. (accessed Nov. 2013)
7 GIS Vector Map(2006), http://en.wikipedia. org/wiki/Vector_map. (accessed Nov. 2013)
8 A. Massoudi, F. Lefebvre, C. De Vleeschouwer, B. Macq, and J.-J.Quisquater, "Overview on Selective Encryption of Image and Video: Challenges and Perspectives," Hindawi Publishing Corporation EURASIP J ournal on Information Security, Vol. 2008, No. 5, Article ID:179290, pp. 18, 2008.
9 M. Abomhara, Enhancing Selective Encryption for H.264/AVC Using Advanced Encryption Standard, University of Malaya, Kuala Lumpur, 2011.
10 M.Y. Hasan, F.A. Ahmed, and K. Abdelhamid, "Image Adaptive Selective Encryption of Vector Quantization Index Compression," Proceeding of IEEE International Conference on Image Processing, pp. 1277-1280, 2009.
11 W. Puech and J.M. Rodrigues, "Crypto- Compression of Medical Images By Selective Encryption of DCT," Proceeding of European Signal Processing Conference, Vol. 1, pp. 225-228, 2005.
12 S. Sharma and P. Pateriya, "A Study on Different Approaches of Selective Encryption Technique," International Journal of Computer Science & Communication Networks, Vol. 2, Issue 6, pp. 658-662, 2012.
13 B.J. Jang. K.S. Moon. S.H. Lee. and K.R. Kwon. "Effective Compression Technique for Secure Transmission and Storage of GIS Digital Map," Journal of Korea Multimedia Society Vol.14. No2. pp.210-218, Feb. 2011.   과학기술학회마을   DOI   ScienceOn