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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 technique is particularly useful in environments where data privacy is paramount, such as in personalized advertising and healthcare.

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Homomorphic Encryption in Federated Learning

The Ad Tech Blog

HE is particularly useful in scenarios where data privacy is paramount, such as in healthcare and finance. FL is particularly useful in industries where data privacy is critical, such as healthcare, finance, and advertising. Companies collect vast amounts of user data to deliver personalized ads.

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Simulmedia Announces Partnership with M3 MI’s MARS Consumer Health Study to Enable Pharma Marketers to Reach Target Patient Audiences Through Consent-Based Data

Ad Tech Daily

Leveraging M3 MI’s (formerly Kantar Media Healthcare Research) self-reported, survey-based healthcare data, Simulmedia’s enhanced offering provides pharma marketers with future-proof, privacy-compliant targeting across streaming TV.

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The WIR: Vice to Shutter Website, Google Expands GenAI in Performance Max, and FuboTV Sues Sports Streaming JV

VideoWeek

The Week in Tech RTL and ProSieben Combine Ad Tech Stacks in Latest Push for European Collaboration RTL Deutschland and ProSiebenSat.1 1 this week announced they will combine their ad tech offerings in efforts to bolster the German ad market. Read more on VideoWeek. Read more on VideoWeek.

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The WIR: Warner Bros. Discovery Launches a Unified Data Offering, YouTube Q1 Ad Revenues Top $8 Billion, and Study Shows TV is Doing More with Less

VideoWeek

First-party data is also attached to these profiles to enable audience targeting, while WBD says clean room solutions provided by Snowflake will enable advertisers to fold in their own data. Olli also streamlines WBD’s ad tech processes, according to the company, for unified planning across its portfolio.