Call For Paper Volume:4 Issue:10 Oct'2017 |

AN EFFICIENT DATA TRANSFER USING FAST ALGORITHM WITH EMBEDDED DIGITAL WATERMARKING

Publication Date : 18/01/2016



Author(s) :

Ms. A. Mythili, M.Sc., MPhil., Research Scholar , Mrs. R. Sasiregha., M.Sc., MPhil., ., Assistant Professor,.


Volume/Issue :
Volume 3
,
Issue 1
(01 - 2016)



Abstract :

Abstract The collecting and storing data of all kinds have far outpaced our abilities to analyze, summarize and extract “knowledge”. Traditional data analysis methods are no longer efficient to handle voluminous data sets. Thus, the way to extract the knowledge in a comprehensible form for the huge amount of data is the primary concern. Data mining refers to extracting or “mining” knowledge from databases that can contain large amount of data describing decisions, performance and operations. The algorithms also preserve important properties of the dataset are important for mining operations and so guarantee both right protection and utility preservation. This considers a right-protection scheme based on watermarking. Watermarking may distort the original distance graph in the watermarking. This research work, fast clustering variants drastically reduce the number of calculations of quadratic coefficients as well as the solutions of quadratic inequalities. Prove fundamental lower and upper bounds on the distance between objects post-watermarking. Tight bounds on the contraction/expansion of the original distances.  The watermark aims to providing watermarking methodology preserves the FAST property of each object of the original numerical dataset of the image observation. This leads to protection of any mining related process that depends on the ordering of distances among the objects of the dataset, searching and categorization and visualizing techniques as well.   Finally experimental system takes the image observation dataset and applied the FAST classification before embedded watermarking. Then the classified data is supplied for watermarking with image and the watermarked data is transfer. This system shows that the results of the efficiency of right protection of transfer with provable distance based mining.  Index Terms: Digital Watermarking, Fast Algorithm, Privacy Preservation, Nearest Neighbor Classification, Data Security


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AN EFFICIENT DATA TRANSFER USING FAST ALGORITHM WITH EMBEDDED DIGITAL WATERMARKING

January 12, 2016