Add to ORKGData privacy is a fundamental ethical goal. We must aim for innovating without exploiting. In order to provide formal privacy guarantees, differential privacy has been the central method of implementing database privacy. However, there are many barriers to widespread adoption. General methods lack accuracy and more innovative methods lack applicability beyond a specific kind of data or query. This project aims to create an effective differentially private system that provides an identical user experience to using raw data and redefines utility in database privacy to focus on the user experience.M.Eng
Recent growth in the size and scope of databases has resulted in more research into making productiv...
The emphasis in database privacy should fall on a balance between confidentiality, integrity and ava...
Differential privacy provides a way to get useful information about sensitive data without revealing...
Organizations are increasingly collecting sensitive information about individuals. Extracting value ...
Organizations are increasingly collecting sensitive information about individuals. Extracting value ...
This book focuses on differential privacy and its application with an emphasis on technical and appl...
Abstract-Managing a data set with sensitive but useful information, such as medical records, require...
Differential privacy provides a way to get useful information about sensitive data without revealing...
With recent privacy failures in the release of personal data, differential privacy received consider...
In 1977 Dalenius articulated a desideratum for statistical databases: nothing about an individual sh...
Data privacy has been an important research topic in the security, theory and database communities i...
With recent privacy failures in the release of personal data, differential privacy received consider...
Differential privacy provides a way to get useful information about sensitive data without revealing...
Recent growth in the size and scope of databases has resulted in more research into making productiv...
Recent growth in the size and scope of databases has resulted in more research into making productiv...
Recent growth in the size and scope of databases has resulted in more research into making productiv...
The emphasis in database privacy should fall on a balance between confidentiality, integrity and ava...
Differential privacy provides a way to get useful information about sensitive data without revealing...
Organizations are increasingly collecting sensitive information about individuals. Extracting value ...
Organizations are increasingly collecting sensitive information about individuals. Extracting value ...
This book focuses on differential privacy and its application with an emphasis on technical and appl...
Abstract-Managing a data set with sensitive but useful information, such as medical records, require...
Differential privacy provides a way to get useful information about sensitive data without revealing...
With recent privacy failures in the release of personal data, differential privacy received consider...
In 1977 Dalenius articulated a desideratum for statistical databases: nothing about an individual sh...
Data privacy has been an important research topic in the security, theory and database communities i...
With recent privacy failures in the release of personal data, differential privacy received consider...
Differential privacy provides a way to get useful information about sensitive data without revealing...
Recent growth in the size and scope of databases has resulted in more research into making productiv...
Recent growth in the size and scope of databases has resulted in more research into making productiv...
Recent growth in the size and scope of databases has resulted in more research into making productiv...
The emphasis in database privacy should fall on a balance between confidentiality, integrity and ava...
Differential privacy provides a way to get useful information about sensitive data without revealing...