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Federated Learning for Privacy-Preserving Ad Targeting

The Ad Tech Blog

In the evolving landscape of digital advertising, federated learning offers a promising solution for privacy-preserving ad targeting. Ad tech companies can use it to create effective ad-targeting models. It enhances privacy by keeping user data on local devices.

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Integration of Federated Learning for Privacy-Preserving Ad Targeting

The Ad Tech Blog

Understanding Federated Learning in Ad Tech Key Points Federated learning allows multiple devices to contribute to machine learning models without sharing the data itself, enhancing privacy. This includes understanding the data types involved, the privacy requirements, and the desired outcomes of your ad campaigns.

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Irish Data Regulator Fines LinkedIn €310 Million Over Ad Targeting

VideoWeek

Ireland’s Data Protection Commission has handed professional social network LinkedIn a €310 million fine today, stating that LinkedIn has violated Europe’s General Data Protection Regulation (GDPR) in its processing of personal data for behavioural analysis and ad targeting. The former is particularly interesting.

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The Magic Cookie, Longtime Enabler Of Ad Tech, Dies At 30

AdExchanger

It was best-known for something it wasn’t actually designed to do: targeting ads. The cookie – originally named “magic cookie” – which single-handedly enabled a generation of ad targeting, measurement and some mayhem, died this year.

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User Consent and Privacy in Mobile Ads

The Ad Tech Blog

Regulatory frameworks like the General Data Protection Regulation (GDPR) in the European Union and the California Consumer Privacy Act (CCPA) in the United States mandate that businesses obtain explicit consent from users before collecting their data.

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Black History Month Spotlight: 8 Industry Shapers in Ad Tech & Digital Media

Ad Monsters

Our Black History Month Listicle celebrates a host of Black ad tech and digital media professionals who are impacting the industry and the larger community of diverse professionals who are following them. After realizing Ad Tech’s potential, he joined data startups like PlaceIQ and Tapad in Product and Marketing roles.

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What are common pitfalls for advertisers in data privacy?

The Ad Tech Blog

This can lead to consumer mistrust and legal challenges, especially under strict regulations like GDPR and CCPA, which emphasize user consent. Over-reliance on automated systems without human oversight can lead to inappropriate ad targeting and personalization errors. What risks come with inadequate data protection?