AnalogFed combines federated learning with a generative analog-topology model, adding dummy-token input perturbation and partial homomorphic encryption to resist membership inference and model inversion attacks.
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AnalogFed: Privacy-Preserving Discovery of Analog Circuits at Scale with Federated Generative AI
AnalogFed combines federated learning with a generative analog-topology model, adding dummy-token input perturbation and partial homomorphic encryption to resist membership inference and model inversion attacks.