A Privacy-Preserving Framework for Advertising Personalization Incorporating Federated Learning and Differential Privacy

To mitigate privacy leakage and performance issues in personalized advertising, this paper proposes a framework that integrates federated learning and differential privacy. The system combines distributed feature extraction, dynamic privacy budget allocation, and robust model aggregation to balan...

Will Google’s Privacy Sandbox take the bite out of tracking cookies?

Third-party cookies have been the lynchpin of online advertising for many years. Plans to phase cookies out forever continue to run at a steady pace, with Google in the driving seat. In 2019, it announced its vision for a “Privacy Sandbox”. The building blocks for this were essentially: 1. Most...

How To Stop Instagram From Tracking Everything You Do

Though the Facebook-owned app doesn't give users complete control, there are ways to limit the data it collects and the types of ads you see...

Google Fined $57M in Largest GDPR Slap Yet

France’s National Data Protection Commission CNIL has fined Google $57 million €50 million for violations of the General Data Protection Regulation GDPR – the largest fine yet issued under the EU’s new data privacy law. In investigating group complaints from privacy advocacy groups None Of Your...