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Federated learning
Healthcare data
Financial data
Abstract
USC researchers have developed LightSecAgg, a novel approach for secure aggregation that guarantees privacy and dropout-resiliency while significantly cutting the overhead for resiliency against dropped users. Utilizing a “one-shot aggregate-mask reconstruction of the active users...
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Sodium-ion batteries
Flexible power sources
Wearable electronics
Abstract
Researchers at USC have developed a method to deposit red phosphorus nanodots densely and uniformly onto reduced graphene oxide sheets to minimize the sodium ion diffusion length and the sodiation/desodiation stresses, and the reduced graphene oxide network also serves as...
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