The introduction of BadUnlearn highlights a previously unaddressed security risk, demonstrating that FU alone is not a ...

Abstract: Federated learning (FL) has emerged as a popular distributed machine-learning paradigm. It involves many rounds of iterative communication between nodes to exchange model parameters. With ...

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For example, Mukul Sood, Chief Architect at Slalom, says that “the federated model distributes a team of data governance resources among the business functional teams, and a centralized data ...

APPFL, Advanced Privacy-Preserving Federated Learning, is an open-source and highly extensible software framework that allows research communities to implement, test ...

Advances in large language and multimodal speech-text models have laid a foundation for seamless, real-time, natural, and human-like voice interactions. Achieving this requires systems to process ...

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These days businesses are facing more change than ever. And the strongest predictor of whether a company can transform in the face of change is its ability to hire, develop, and retain the ...