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Internet Advertising Giants: Google & Facebook
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Privacy Engineering: Mechanisms and Principles
Covers privacy mechanisms, their pros and cons, and their application in various scenarios, emphasizing privacy as a security property and its significance in society.
Désanonymisation: Risks and Techniques
Explores risks and techniques in de-anonymizing data, including flaws in methods and real-world examples of failed attempts.
Privacy-Preserving Federated Analytics for Personalized Medicine
Delves into privacy-preserving federated analytics for personalized medicine, discussing challenges, solutions, and real-world applications.
Social Media: User-Generated Content and Business Models
Delves into social media, user-generated content, business models, targeted advertising, and misinformation challenges.
Model Compression Techniques: Enhancing Neural Networks
Covers model compression techniques to enhance the efficiency of large language models in production settings.
Deanonymizing Databases: IMDB vs Netflix
Explores deanonymizing IMDB and Netflix databases, revealing user identities and analyzing movie evaluations.
Machine Learning and Privacy
Delves into Differential Privacy trade-offs, disparate impact, and machine learning-based privacy attacks.
Influence: Social Interaction and Online Metrics
Discusses social influence, online metrics, Page Rank, and the impact of money.
Machine Learning and Privacy
Explores Federated Machine Learning and Differential Privacy in Machine Learning, discussing attacks, defenses, and challenges.
Genomic Data Privacy: Challenges and Solutions
Explores the evolution of personal genomics, from consumer testing to data sharing.