We offer a comprehensive suite of advanced privacy-preserving solutions for the real-world applications, by providing computational technologies to manage and preserve individual privacy while allowing maximum value and insight to be extracted from personal data; and methodologies and toolkits for data mining, analysis and sharing, in compliance with data protection regulation enacted in various jurisdictions.