PROJECT TITLE:

k-Nearest Neighbor Classification over Semantically Secure Encrypted Relational Data - 2015

ABSTRACT:

Knowledge Mining has wide applications in several areas like banking, medication, scientific research and among government agencies. Classification is one amongst the commonly used tasks in knowledge mining applications. For the past decade, thanks to the increase of various privacy problems, several theoretical and sensible solutions to the classification drawback are proposed below completely different security models. However, with the recent popularity of cloud computing, users currently have the chance to outsource their information, in encrypted type, plus the info mining tasks to the cloud. Since the information on the cloud is in encrypted type, existing privacy-preserving classification techniques aren't applicable. In this paper, we have a tendency to specialise in solving the classification problem over encrypted knowledge. In explicit, we tend to propose a secure k-NN classifier over encrypted knowledge within the cloud. The proposed protocol protects the confidentiality of data, privacy of user's input query, and hides the info access patterns. To the simplest of our information, our work is the primary to develop a secure k-NN classifier over encrypted knowledge below the semi-honest model. Also, we empirically analyze the efficiency of our proposed protocol employing a real-world dataset below totally different parameter settings.


Did you like this research project?

To get this research project Guidelines, Training and Code... Click Here


PROJECT TITLE :A k-Nearest Neighbor Multilabel Ranking Algorithm with Application to Content-based Image Retrieval - 2017ABSTRACT:Multilabel ranking is an important machine learning task with several applications, such as content-based
PROJECT TITLE :Improvement of Search Strategy With K-Nearest Neighbors Approach for Traffic State PredictionABSTRACT:Having access to the future traffic state information is crucial in maintaining successful intelligent transportation
PROJECT TITLE :Guest Editorial Special Issue on the 2015 IEEE International Instrumentation and Measurement Technology Conference Pisa, Italy, May 11–14, 2015ABSTRACT:The thirty second annual IEEE International Instrumentation
PROJECT TITLE :Building scalable, secure, multi-tenant cloud services on IBM BluemixABSTRACT:While an infrastructure-as-a-service cloud provides an economic alternative to managing info technology on premises, it will not give
PROJECT TITLE :Toward Building a Safe, Secure, and Easy-to-Use Internet of Things InfrastructureABSTRACT:Carnegie Mellon University is leading a multi-institutional effort to build an open infrastructure to support the Internet

Ready to Complete Your Academic MTech Project Work In Affordable Price ?

Project Enquiry