QueryComplexityofAdversarialAttacksGrzegorzGłuch1Ru¨digerUrbanke1Abstract2018;Hayes&Danezis,2017)canonlyobservetheinput-outputbehaviorofthemodel.ManydefenseshavebeenTherearetwomainattackmodelscon...
LeveragingPublicDataforPracticalPrivateQueryReleaseTerranceLiu1GiuseppeVietri2ThomasSteinke3JonathanUllman4ZhiweiStevenWu1AbstractInpractice,generatingaccuratedifferentiallyprivatesyn-theticdataset...
DifferentiallyPrivateQueryReleaseThroughAdaptiveProjectionSergulAydore1WilliamBrown12MichaelKearns13KrishnaramKenthapadi1LucaMelis1AaronRoth13AnkitSiva1AbstractGaussiannoise.Foradatasetofsizen,this...
PrivateQueryReleaseAssistedbyPublicDataRaefBassily1AlbertCheu2ShayMoran3AleksandarNikolov4JonathanUllman2ZhiweiStevenWu5Abstracterrorα.Acentralquestioninthisproblemisconcernedwithcharacterizingthe...
TightKernelQueryComplexityofKernelRidgeRegressionandKernelk-meansClusteringManuelFerna´ndez1DavidP.Woodruff1TaisukeYasuda2Abstractbetweentwodatapointswiththeirinnerproductafterap-plyingakernelmap,...