Hybrid CKKS and SSE Framework for Privacy-Preserving Cloud Data Analytics

Key Points

• The central aim is to evaluate the effectiveness of a hybrid framework for privacy-preserving data analytics in waste management education.
• Implemented a hybrid CKKS and SSE framework for data analysis.
• Conducted a comparative evaluation based on knowledge improvement in women.
• Measured effectiveness through educational programs focused on waste management.
• The hybrid framework significantly improved the privacy and efficiency of data analytics.
• Participants showed enhanced knowledge in waste management post-education programs.
• The results suggest effective integration of privacy-preserving methods in educational settings for women.