Federated Learning Archives

CPPA to Target Ad-Tracking

November 13, 2021
Shaswata Kapat
Cookies, CPRA, Cybersecurity, Dark Patterns, Data Protection, Data Protection Agency, Federated Learning

California is gearing up to write rules to enforce its California’s Privacy Rights Act (CPRA). Regulators, led by California Privacy Protection Agency Director Ashkan Soltani, are preparing to write rules to guide that enforcement and those rules could address the new forms of identity technologies that advertisers and publishers are currently testing. Soltani criticized email-based…

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2020 News in Review

Week Ending December 28 ICO Warns SolarWinds Victims to Report Breaches The United Kingdom’s Information Commissioner’s Office (ICO) has issued a warning to organizations compromised by the SolarWinds breach. The breach, which was carried out by Russian hackers, affected more than 18000 organizations worldwide. ICO requires UK data controllers subject to NIS regulations to report…

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Why Data Trusts Are a Win-Win for Companies and Consumers

November 17, 2020
Amy Willcox
Artificial Intelligence, Compliance, Data Mapping and Inventory, Data Privacy, Data Protection, Data Rights Management (DRM), data trusts, differential privacy, Federated Learning, Financial Services, GDPR, Machine Learning, Uncategorized, US Regulatory

Data is imperative to many crucial business processes, like marketing, product development, fraud protection, and AI. But complying with proliferating and conflicting data privacy regulations is far from easy. And asking consumers to be responsible for making decisions about their own data privacy isn’t a solid solution. One AI expert has proposed a solution: data…

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How to Anonymize Data

With the California Consumer Privacy Act (CCPA) enforcement date right around the corner, lawsuits citing CCPA have already begun to emerge, and data deletion requests are piling up. Financial institutions–and other organizations–must now act immediately to comply with data privacy laws. Of the many methods companies can use to safeguard the data in their possession,…

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What is Federated Learning? And How Can Differential Privacy Make it Better?

June 3, 2020
Tim Crino
Artificial Intelligence, Breach prevention, Data Mapping and Inventory, Data Privacy, Data Protection, Federated Learning, Machine Learning, Members Only, Uncategorized

Machine learning is a constantly growing technology. But some recent developments are particularly noteworthy for business leaders because they are paving the way for fairer, safer, more private, and more affordable machine learning algorithms. In 2017, Google announced that machine learning models trained with user interaction from mobile devices would adopt federated learning while, in…

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