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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Azeem ud din Siddiqi

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#federated learning Open access Sep 2026

Privacy-Preserving Artificial Intelligence in Enterprise Applications: The Role of Federated Learning and Differential Privacy in Organizational Data Protection

Enterprise AI systems increasingly run on personal, financial, and clinical records, which leaves organizations balancing analytical value against privacy exposure and regulatory liability. This paper reviews the two privacy-enhancing technologies (PETs) that dominate that balance in practice, federated learning (FL) a...

Azeem ud din Siddiqi · 0 citations
#federated learning Open access Sep 2026

Privacy-Preserving Artificial Intelligence in Enterprise Applications: The Role of Federated Learning and Differential Privacy in Organizational Data Protection

Enterprise AI systems increasingly run on personal, financial, and clinical records, which leaves organizations balancing analytical value against privacy exposure and regulatory liability. This paper reviews the two privacy-enhancing technologies (PETs) that dominate that balance in practice, federated learning (FL) a...

Azeem ud din Siddiqi · 0 citations

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