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This Special Issue aims to present recent advances in tools, methods, techniques, prototypes, case studies, and technologies to improve privacy and security by leveraging traditional and AI technologies in the big data era. Topics of interest include, but are not limited to privacy protection, digital economy, COVID-19, electronic commerce, digital health, privacy laws and regulations, law and technology, policy making, and data analytics.