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Course

CS-523: Advanced topics on privacy enhancing technologies

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Lectures in this course (52)

Censorship Resistance Log in to Mediaspace to watch this video

Explores censorship resistance in privacy technologies, techniques to avoid Internet censorship, preventing communication, and censorship resistance systems like Tor.

Censorship Resistance: Tor Bridges & ScrambleSuit Log in to Mediaspace to watch this video

Explores Tor bridges enumeration, ScrambleSuit for censorship resistance, and mimicking whitelisted applications like Skype.

Censorship Resistance Log in to Mediaspace to watch this video

Explores techniques for censorship resistance in the Internet and discusses solutions like CloudTransport and CovertCast.

Secure Multiparty Computation: Danish Sugar Beets Auction Log in to Mediaspace to watch this video

Explores the Danish Sugar Beets Auction, Secure Multiparty Computation, and the design of secure protocols for privacy and correctness.

Online Tracking: Stateful vs Stateless Log in to Mediaspace to watch this video

Explores online tracking, cookies, cookie syncing, and the transition to a cookieless world.

Online tracking: FLOC and Privacy Concerns Log in to Mediaspace to watch this video

Explores FLOC for online tracking and privacy concerns, including browser fingerprinting and countermeasures against tracking.

Machine Learning and Privacy Log in to Mediaspace to watch this video

Delves into machine learning's impact on privacy, discussing attacks, vulnerabilities, and ethical considerations in data usage.

Machine Learning and Privacy Log in to Mediaspace to watch this video

Explores Federated Machine Learning and Differential Privacy in Machine Learning, discussing attacks, defenses, and challenges.

Machine Learning and Privacy Log in to Mediaspace to watch this video

Delves into Differential Privacy trade-offs, disparate impact, and machine learning-based privacy attacks.

Privacy Engineering: Design Principles and SwissCovid Case Study Log in to Mediaspace to watch this video

Explores Privacy by Design principles, data minimization, trust minimization, and the SwissCovid app case study.

Legal Aspects: Data Protection Law Log in to Mediaspace to watch this video

Explores the legal aspects of data protection law, covering history, international instruments, GDPR, enforcement, and key definitions.

Legal Aspects: Personal Data Processing and GDPR Compliance Log in to Mediaspace to watch this video

Explores legal aspects of personal data processing, GDPR compliance, web tracking history, app privacy challenges, and online advertising practices.

Real-Time Bidding: Legal Aspects Log in to Mediaspace to watch this video

Explores the legal implications of real-time bidding in online advertising, focusing on data protection and privacy concerns.

Secure Multiparty Computation: Oblivious Transfer Log in to Mediaspace to watch this video

Explores Oblivious Transfer in Secure Multiparty Computation, ensuring private input computation and secure function evaluation.

Privacy-Preserving Machine Learning Log in to Mediaspace to watch this video

Explores privacy-preserving techniques like secret sharing and homomorphic encryption for secure computations and data protection in machine learning.

Privacy-preserving data publishing: Challenges and Solutions Log in to Mediaspace to watch this video

Explores challenges in privacy-preserving data publishing, including failed de-identification examples and privacy threats, and presents a case study on Airbnb's efforts to address racist practices while protecting user privacy.

Privacy-preserving data publishing: K-anonymity and l-Diversity Log in to Mediaspace to watch this video

Explores K-anonymity, l-Diversity, and data de-identification challenges, using real-life examples and discussing Airbnb's privacy efforts.

Privacy-preserving data publishing: Synthetic Data Generation Log in to Mediaspace to watch this video

Explores synthetic data generation for privacy-preserving data publishing, evaluating its effectiveness against privacy threats in raw datasets.

Privacy-preserving data publishing: mechanisms and differential privacy Log in to Mediaspace to watch this video

Explores privacy-preserving data publishing mechanisms and introduces the concept of differential privacy to protect individual data while providing accurate statistics.

Privacy Enhancing Technologies Log in to Mediaspace to watch this video

Introduces a course on Privacy Enhancing Technologies covering various mechanisms and emphasizing privacy as a security property.

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