Privacy-preserving data publishing: K-anonymity and l-Diversity

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Related lectures (32)

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World of Data: Privacy Regulation

Discusses the importance of privacy, market mechanisms in smartphone apps, the privacy paradox, and the impact of GDPR.

Privacy: Paradigms and Adversaries

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

Abusive Data Collection: Risks and Protections

Explores risks of abusive data collection, protections like Differential Privacy, Hashing, and Encryption, and techniques for data protection.

Machine Learning and Privacy

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

Privacy: Protecting Personal Data and Ensuring Anonymity

Explores risks of data exposure and strategies for defending privacy.

Edward Snowden: Whistleblower and Data Privacy Advocate

Explores Edward Snowden's whistleblowing on NSA's data collection and the challenges of data security.

Data Privacy in eHealth Research

Explores data privacy challenges and perspectives in eHealth research, focusing on GDPR compliance, sensitive health data management, and decentralized agents.

Machine Learning and Privacy

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

Data Protection Laws in Switzerland

Covers Swiss data protection laws, including the Federal Data Protection Act and the roles defined in the legislation.

Introduction to Security and Privacy

Covers the basics of pedagogy, lesson structure, video capsules, and student evaluation.