Privacy-preserving analytics by Neo, Kian How

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Security and privacy in social network by Mohammad Izzat Mohammad Noor

“…With this design, users are able to protect the privacy and integrity of their data from potential attackers, while also preserving the availability, reliability and usability benefits of a current social network. …”
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Privacy preserving association rule mining by Suruchi Sharma.

“…Through this report, I intend to understand privacy preserving mining of association rules and to compare and contrast two randomization approaches to privacy preservation, namely cut‐andpaste randomization and MASK. …”
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Privacy preserving online social network by Do, Hoang Giang

“…Users' lack of full control over their own data has raised an emerging threat about privacy invasion. Our project aims to help users to overcome these privacy issues. …”
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Embedded caching framework for privacy preserving data mining by Zhai, Ke

“…Most existing work on Privacy-Preserving Data Mining (PPDM) focus on enabling conventional data mining algorithms with the ability to run in a secure manner in a multi-party setting. …”
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Fault tolerant privacy preseving decision tree induction by Herianto, Andre Ricardo.

“…Privacy-Preserving Data Mining (PPDM) is an emerging technology that allows many parties to gain a special knowledge of their combined information. …”
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Privacy preserving in online social networks (Facebook system) by Lin, Peizhen

“…Therefore, the project (e-Facebook) aims to build a privacy preserving social network using secured cryptographic framework. …”
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Privacy-preserving OLTP database systems with OLAP support by Sidorov, Vasily

“…Thus, finding a way for a cloud-hosted database system to operate the data it stores in a privacy-preserving manner is a demanded research direction. …”
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Speeding up privacy preserving data mining techniques by Tran, Huy Duc

“…Privacy-Preserving Data Mining (PPDM) allows one to discover hidden patterns from many sources of databases while maintaining the privacy of data. …”
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Privacy-preserving data mining via secure multiparty computation by Han, Shu Guo

“…New algorithms are required to mine the data sets distributed among parties while preserving the privacy of each party. Privacy-preserving data mining (PPDM) [9, 74] was proposed to address this issue. …”
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A cloud-based data storage system with privacy and security by Nguyen Thanh, Hung.

“…It is mainly due to data privacy concern. Users fear that their sensitive data may be exposed when stored on the cloud server, where they have no control over. …”
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A commercial chatting application with privacy, security and monetization features by Lin, Huan

“…There are several existing chatting services out in the market with large user bases, however, many focus excessively on monetization while rarely on privacy and security issues, which I believe should have been protected long time ago. …”
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Privacy preserving query processing on outsourced data via secure multiparty computation by Do, Hoang Giang

“…This thesis aims at investigating privacy–preserving solutions for various important data query classes in different ubiquitous scenarios. …”
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WCF based communication bridge between privacy preserving online social network and a client side standalone application by Singh, Sabharwal Shahbaaz Deep

“…Do Hoang Giang and Nguyen Vu Tuan’s previous project outlined an implementation of a privacy preserving online social network that employed an embedded Java applet to communicate with a client-side standalone application. …”
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Secure data mining of outsourced data by Liu, Fang

“…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. …”
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Tensor computing for big data analytic by Ong, Jenn Bing

“…The tensor distributed computing is implemented in the multi-party computation setting, this enhances the privacy of big data computation by randomized tensor information dispersal. …”
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Security as a service in social network by Pham Quang, Vu.

“…The aim of this project is to create a social network which preserves the privacy of the users while maintaining the benefits of a social network. …”
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Fault tolerant secure K-means clustering data mining on semi-honest parties by Qian, Xiaofeng

“…The algorithm will protect all parties’ privacy while using caching and checkpointing to tolerate unexpected fault exceptions, such as party dies during processing. …”
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Web3 and blockchain applications for real world problems by Soh, Nathan

“…However, in most social media platforms such as LinkedIn, privacy of user data is almost non-existent as the companies behind the platforms own all this data on their servers and sells the data to data brokers to give users more advertised advertisements. …”
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Security in FTP file storage system by Lu, ZuoZhong.

“…However, one of the major concerns with cloud is privacy and security of data. Recently, there are increasing amount of malicious attacks done to major companies such as Sony PlayStation Network, Citibank and Facebook. …”
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