Top Tweets for #splitnn

Hina Dixit @hinadixit

about 4 years ago

#SplitNN performs better than #FL in the case of imbalanced data distributions but can worsen than FL in the case of extreme non-IID data distributions. Here is a cool read: https://t.co/R5zjYHQSzN #FederatedLearning #NeuralNetworks #DeepLearning #IoT #AI

hinadixit's tweet photo. #SplitNN performs better than #FL in the case of imbalanced data distributions but can worsen than FL in the case of extreme non-IID data distributions.
Here is a cool read: https://t.co/R5zjYHQSzN
#FederatedLearning #NeuralNetworks #DeepLearning #IoT #AI https://t.co/74cnAoNDpW

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David Valerio Gilmore

over 4 years ago

How reliably does #splitlearning safeguard private information? @gg159136 and @vectorinversion in our @LiveRamp privacy tech group published their paper on #splitnn attacks and thwarting them with #differentialprivacy in @RealAAAI Check it out: https://t.co/1HdhPFKfvV

davidvgilmore's tweet photo. How reliably does #splitlearning safeguard private information?

@gg159136 and @vectorinversion in our @LiveRamp privacy tech group published their paper on #splitnn attacks and thwarting them with #differentialprivacy in @RealAAAI

Check it out: https://t.co/1HdhPFKfvV https://t.co/TyxiPepRsJ

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David Valerio Gilmore

over 4 years ago

Split learning is a powerful approach for machine learning #datacollaboration @gg159136 and @vectorinversion on our privacy-enhancing tech team at @LiveRamp participated in a summer fellowship with @opendp_org to combine #differentialprivacy w/ #splitnn https://t.co/U5YzbADGey

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Michael Heinz @Michael4811

over 6 years ago

#splitNN, developed at @MIT in 2018, is a new architectural approach for #ML - opening new roads for innovation - in order to secure the #privacy of #data, Split #NeuralNetworks on #PySyft by Adam James Hall https://t.co/rcWSIYGNmB #federatedLearning

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