PrivSynth: Alternating and Control-Based Optimization for Privacy and Utility in Synthetic Data
Xinyuan Zhao, Hanlin Gu, Guibao Song et al.
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AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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This article proposes a novel adaptive obfuscation mechanism, coined FedAdOb, to protect private data without yielding original model performances, and utilizes passport-based adaptive obfuscation to ensure data privacy in both horizontal and vertical federated learning settings.
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