Privacy-Preserving Top-k Query Processing Algorithms Using Efficient Secure Protocols over Encrypted Database in Cloud Computing Environment
نویسندگان
چکیده
Recently, studies on secure database outsourcing have been highlighted for the cloud computing environment. A few Top-k query processing algorithms proposed in encrypted database. However, previous can support either security or efficiency. Therefore, we propose a new algorithm using homomorphic cryptosystem, which both and For security, efficient protocols based arithmetic operations. To obtain high level of efficiency, also parallel an random value pool. Through our performance analysis, present about 1.5∼7.1 times better with regard to time, compared existing algorithms.
منابع مشابه
Privacy-Preserving Complex Query Evaluation over Semantically Secure Encrypted Data
In the last decade, several techniques have been proposed to evaluate different types of queries (e.g., range and aggregate queries) over encrypted data in a privacy-preserving manner. However, solutions supporting the privacypreserving evaluation of complex queries over encrypted data have been developed only recently. Such recent techniques, however, are either insecure or not feasible for pr...
متن کاملPrivacy-Preserving Keyword Search Over Encrypted Data in Cloud Computing
Search over encrypted data is a technique of great interest in the cloud computing era, because many believe that sensitive data has to be encrypted before outsourcing to the cloud servers in order to ensure user data privacy. Devising an efficient and secure search scheme over encrypted data involves techniques from multiple domains – information retrieval for index representation, algorithms ...
متن کاملSecure Top-k Query Processing on Encrypted Databases
Privacy concerns in outsourced cloud databases have become more and more important recentlyand many efficient and scalable query processing methods over encrypted data have been proposed.However, there is very limited work on how to securely process top-k ranking queries over encrypteddatabases in the cloud. In this paper, we focus exactly on this problem: secure and efficient proce...
متن کاملA query privacy-enhanced and secure search scheme over encrypted data in cloud computing
Article history: Received 17 December 2015 Received in revised form 4 December 2016 Accepted 16 December 2016 Available online xxxx
متن کاملTop-k Query Processing Over Outsourced Encrypted Data
Nowadays, cloud data outsourcing provides users and companies with powerful capabilities to store and process their data in third-party data centers. However, the privacy of the outsourced data is not guaranteed by the cloud providers. One solution for protecting the user data against security attacks is to encrypt the data before being sent to the cloud servers. Then, the main problem is to ev...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Electronics
سال: 2022
ISSN: ['2079-9292']
DOI: https://doi.org/10.3390/electronics11182870