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CS-523: Advanced topics on privacy enhancing technologies

Summary

This advanced course will provide students with the knowledge to tackle the design of privacy-preserving ICT systems. Students will learn about existing technologies to prect privacy, and how to evaluate the protection they provide.

Lectures

Instructors (2)

Carmela González Troncoso

Theresa Stadler

Official source

https://edu.epfl.ch/coursebook/en/advanced-topics-on-privacy-enhancing-technologies-CS-523

Moodle Page

http://go.epfl.ch/CS-523

About this result

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Summary

Lectures

Instructors (2)

Carmela González Troncoso

Theresa Stadler

Official source

https://edu.epfl.ch/coursebook/en/advanced-topics-on-privacy-enhancing-technologies-CS-523

Moodle Page

http://go.epfl.ch/CS-523

About this result

Lectures in this course (52)

Privacy Engineering: Projects & Ethics Log in to Mediaspace to watch this video

Covers the organization of the course, projects, assessments, and ethics in privacy engineering.

Privacy: Paradigms and Adversaries Log in to Mediaspace to watch this video

Covers privacy paradigms, data collection by companies, legal frameworks, trust in data providers, and the security vs. privacy debate.

Privacy-preserving Data Publishing: Differential Privacy Concepts Log in to Mediaspace to watch this video

Explores differential privacy concepts, mechanisms, and real-world applications for privacy-preserving data publishing.

Privacy-preserving Data Publishing: RAPPOR and Differential Privacy Log in to Mediaspace to watch this video

Explores RAPPOR, Differential Privacy, Apple's implementation, k-means clustering, and challenges in implementing differential privacy.

Homomorphic Encryption Log in to Mediaspace to watch this video

Explores homomorphic encryption, enabling computations on encrypted data without decryption, with practical applications in secure medical clouds.

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