Privacy-preserving federating learning with differential privacy by Qi, Kehu

“…This paper focus on studying the effectiveness of implementing differential privacy in federated learning to safeguard data privacy.…”
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Online privacy and privacy policy of social network sites. by Woh, Cheu Sia.

“…This study investigated SNS users’ reactions on privacy and information sharing behaviors relating to three SNS’s Privacy Policies namely: Facebook Data Use Policy effectives from Sept 23, 2011; Google New Privacy Policy effectives from March 1, 2012, and Real Name Registration Regulation in Sina Weibo effectives from March 16, 2012. …”
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Privacy in Singapore by Jiang, Theresa Yitian, Tan, Peck Khim, Kuah, Hui Ting

“…The main objective of this report is to analyze the variations in the interpretation of privacy. In addition, relative importance of privacy, misuse, security and authentication will be explored.…”
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Online privacy policies : do they really protect consumers' privacy? by Damayanti Iman Abadi

“…To help consumers alleviate their privacy concerns, companies post online privacy policies on websites. …”
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Privacy enhanced matrix factorization for recommendation with local differential privacy by Shin, Hyejin, Kim, Sungwook, Shin, Junbum, Xiao, Xiaokui

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Private-internet privacy by Tan, Colin

“…However, this unprecedented level of productivity and connectedness comes at price: Our privacy. This project aims to bring this issue into the spot light.…”
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Privacy filters for smartphones by Lee, William Wei Chien

“…Indiscriminate collection of smartphone sensor data poses a risk on user privacy. This project aims to implement a filter for preserving privacy. …”
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Privacy-preserving analytics by Neo, Kian How

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Privacy and reporting : a study of the conception of privacy in a Chinese daily in Singapore. by Lim, Hui Ling., Lim, Hwee Hwee.

“…This study seeks to examine the changing conceptions of privacy in Lianhe Zaobao and its predecessor, Nanyang Siang Pau, from 1967-1996.…”
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K-means clustering with local dᵪ-privacy for privacy-preserving data analysis by Yang, Mengmeng, Tjuawinata, Ivan, Lam, Kwok-Yan

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Online privacy concerns in Singapore. by Lim, Juliet Mei Fen., Lim, Siew Hui., Ong, Woei Nee.

“…There has been an increasing interest in the area of Internet privacy. The objective of the research is to gain an understanding of online privacy concerns in Singapore and address them by matching them with technological tools available.…”
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Concerns for personal privacy in Singapore by Er, Hui Ching, Ongko, Listryarinie, Ong, Cheryl Wan Ting

“…The concern for personal privacy has been prevalent in Western societies. However there has been no study undertaken yet to establish the extent to which the public feels the need for privacy. …”
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Privacy-aware Kalman filtering by Song, Yang, Wang, Chong Xiao, Tay, Wee Peng

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Privacy-preserving deep learning by Yik, Jia Ler, Tan, Zhen Yuan, Zaw, Maw Htun

“…With this rising trend, there is growing attention on privacy by consumers and government bodies; this introduces the need for Federated Learning (FL) and Differential Privacy (DP) - an evolved form of ML, where models are trained while privacy is safeguarded - which forms the focus of our research. …”
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Differential privacy in machine learning by Tan, Nicole

“…When it comes to sharing data to train these machine learning models, there is a rising concern about privacy. Federated learning was introduced as a type of distributed machine learning. …”
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Privacy-preserving data analytics by Zhao, Yang

“…In order to preserve privacy while revealing useful information about datasets, differential privacy (DP) is proposed. …”
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Privacy sanitization for in-vehicle monitoring by Huang, Yixin

“…We prove that this framework can provide considerable privacy protection with an acceptable accuracy loss of 6.34%. …”
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On privacy risks of Android phones by Ng, Xin Yi

“…In fact, prevention methods are recommended to be taken instead to decrease the probability of facing the privacy risk.…”
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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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Information privacy in IoT network by Tan, Chong Beng

“…An algorithm for information privacy was provided in this project, and this project is to improvise a program which uses the Data collected by algorithm to perform privacy Image Detection. …”
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