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Individuals and companies, taking advantage of cloud computing which affords both resource and compute scalability, are willing to outsource their exploding data to save the storage and managing cost, however, users often do not fully trust the cloud and therefore outsource their private data after encryption to protect the data privacy. Here, as the data are both encrypted and outsourced in the cloud,...
Organizations and individuals nowadays are more and more willing to outsource their data to save storage and management costs, especially with the push of cloud computing which offers both storage and computation scalability. However, the data, once being released to a server, is no longer under its owner's control, and its privacy and security herein become a primary concern. To this end, users usually...
Rule mining, for discovering valuable relations between items in large databases, has been a popular and well researched method for years. However, such old but important technique faces huge challenges and difficulties in the era of cloud computing although which affords both storage and computing scalability: 1) data are outsourced to a cloud due to data explosion and high storage and management...
With the push of cloud computing which has both resource and compute scalability, data, which has been exploding in the past years, are often outsourced to a server. To this end, secure and efficient data processing and mining on outsourced private database becomes a primary concern for users. Among different secure data mining and machine learning algorithms, gradient descent method, as a widely...
Organizations and individuals nowadays face increasing daily operations closely rely on a huge amount of private data which is outsourced to a centralized server. Secure and efficient data processing and mining on such outsourced private data becomes a primary concern for users, especially with the push of cloud computing which has both resource and compute scalability. Among the building blocks of...
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