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It's Your Data, Master It.
Privacy-Preserving Analytics with Apache Teaclave
Overview
Skills Needed
Learn to perform privacy-preserving analytics with Apache Teaclave. Explore differential privacy, secure aggregation, and more. Enroll now!
Intermediate knowledge of Apache Teaclave fundamentals
Understanding of privacy-preserving techniques
Outline
Introduction to Privacy-Preserving Analytics
Differential Privacy Concepts and Techniques
Secure Multi-Party Computation (SMPC)
Secure Aggregation and Summation
Secure Counting and Frequency Estimation
Privacy-Preserving Data Mining Algorithms
Secure Collaborative Filtering
Federated Analytics with Privacy Guarantees
Cryptographic Protocols for Privacy-Preserving Analytics
Case Studies in Privacy-Preserving Analytics with Apache Teaclave
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