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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. Understanding Federated Learning Key Points Federated learning enables machine learning model updates without sharing raw data.

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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. Federated learning thus represents a shift towards more sustainable and privacy-conscious advertising strategies.

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Homomorphic Encryption in Federated Learning

The Ad Tech Blog

Federated learning trains models across multiple decentralized devices. Combining these technologies enhances privacy in machine learning. HE is particularly useful in scenarios where data privacy is paramount, such as in healthcare and finance. Companies collect vast amounts of user data to deliver personalized ads.

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2024 Trends for Financial Services Marketers

Basis

FIs can be more involved in their customers’ personal finances at a smaller level like checking and savings accounts, up to major decisions like home and auto loans, financial advice, and retirement planning. People want to know how their data is being used and trust that their data, like their money, is safe.

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The WIR: Roku Patents New Pause Ad Tech, Paramount Enters Exclusive Talks with Skydance, and Reach Describes Meta as ‘Potent Threat to Society

VideoWeek

Higgerston added that the amount of time people spend on Meta’s platforms is concerning given that – he claims – “reliable, accurate information is, at best, being given only equal billing to conspiracy theories and misinformation” on Facebook.

Ad Tech 59
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Data Clean Rooms: Q&A With Juan Baron from Decentriq [VIDEO]

Clearcode

We have a company in Asia using our data clean rooms in the trade finance sector to collaborate with logistics data for tracking and monitoring cargo shipping data. So they’re running machine learning models, in order to better predict data without ever leaking individual profile information.

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Digiday+ Research: How marketers are using AI to target ads, recommend products and provide customer service

Digiday

With e-commerce sales soaring in recent years, thanks in part to pandemic shutdowns, and the impending death of the third-party cookie driving a need for new data collection capabilities, more marketers are turning to natural language processing (NLP) and data-driven personalization to automate customer service and gather data for ad targeting.