"Examples"的相关文档

标签“Examples”的相关文档，共15条

Towards Defending against Adversarial Examples via Attack-Invariant Features
TowardsDefendingagainstAdversarialExamplesviaAttack-InvariantFeatures455DaweiZhou12Ton8g9li1angLiu2BoHan3Nanna5nWang1†5ChunleiPeng4XinboGao55AbstractTruckAutomobilePGD??ShipAADeepneuralnetworks(...
Adversarial via Examples Towards against
2023-11-16 19:42:10800826.07 KB19
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Mixed Nash Equilibria in the Adversarial Examples Game
MixedNashEquilibriaintheAdversarialExamplesGameLaurentMeunier12MeyerScetbon3RafaelPinot4JamalAtif1YannChevaleyre1AbstractAlongthisline,(Pinotetal.,2020)demonstrated,usinggametheory,thatrandomizedcl...
Adversarial the in Nash Mixed
2023-11-16 19:04:5610251.21 MB9
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Minimally distorted Adversarial Examples with a Fast Adaptive Boundary Attack
MinimallyDistortedAdversarialExampleswithaFastAdaptiveBoundaryAttackFrancescoCroce1MatthiasHein1Abstracttherobustnessisevaluatedapproximatingthesolutionoftheminimaladversarialperturbationproblemthr...
Adaptive Adversarial with Fast Examples
2023-11-14 21:45:1010981.47 MB13
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Detecting Out-of-Distribution Examples with Gram Matrices
DetectingOut-of-DistributionExampleswithGramMatricesChandramouliS.Sastry1SageevOore1Abstracttion.SuchExamplesareoftenreferredtoasbeingout-of-distribution(OOD),andwhiletheirexistencehasbeenwell-When...
with Examples Detecting Matrices Out-of-Distribution
2023-11-14 21:43:471017724.34 KB7
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Robust Decision Trees Against Adversarial Examples
RobustDecisionTreesAgainstAdversarialExamplesHonggeChen1HuanZhang2DuaneBoning1Cho-JuiHsieh2Abstracttherobustnessoftree-basedmodelsarequitelimited(Paper-notetal.,2016a).AlthoughadversarialExamplesan...
Adversarial Robust Trees Decision Examples
2023-11-13 14:48:257701.05 MB24
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NATTACK Learning the Distributions of Adversarial Examples for an Improved Black-Box Attack on Deep Neural Networks
NATTACK:LearningtheDistributionsofAdversarialExamplesforanImprovedBlack-BoxAttackonDeepNeuralNetworksYandongLi1LijunLi1LiqiangWang1TongZhang2BoqingGong3Abstracttacklingdifferentdefenses.Hence,itmay...
Learning of Adversarial the Examples
2023-11-13 14:47:561544597.23 KB14
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Imperceptible, Robust, and Targeted Adversarial Examples for Automatic Speech Recognition
Imperceptible,Robust,andTargetedAdversarialExamplesforAutomaticSpeechRecognitionYaoQin1NicholasCarlini2IanGoodfellow2GarrisonCottrell1ColinRaffel2Abstractareknowntoexistondomainsrangingfromreinforc...
for Adversarial and Robust Examples
2023-11-13 14:47:271367348.97 KB8
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Adversarial Examples Are a Natural Consequence of Test Error in Noise
AdversarialExamplesAreaNaturalConsequenceofTestErrorinNoiseNicolasFord12JustinGilmer1NicholasCarlini1EkinD.Cubuk1Abstract(Rosenfeldetal.,2018).Atthesametime,theyarealsosensitivetosmall,worst-casepe...
of Adversarial Test Natural Are
2023-11-13 14:46:2112021.03 MB7
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Adversarial Examples from computational constraints
AdversarialExamplesfromComputationalConstraintsSe´bastienBubeck1YinTatLee12EricPrice3IlyaRazenshteyn1AbstractfromsomedistributionD,onewishestoapproximatelyminimizePX∼D(h(X)=f(X)).Amorechallenging...
from Adversarial Constraints Examples Computational
2023-11-13 14:46:211801225.48 KB27
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Wasserstein Adversarial Examples via Projected Sinkhorn Iterations
WassersteinAdversarialExamplesviaProjectedSinkhornIterationsEricWong1FrankR.Schmidt2J.ZicoKolter34Abstract+∆W=Arapidlygrowingareaofworkhasstudiedtheex-+∆∞=istenceofadversarialExamples,datapoints...
Adversarial via Wasserstein Examples Projected
2023-11-13 14:46:0820041.4 MB3
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Synthesizing Robust Adversarial Examples
SynthesizingRobustAdversarialExamplesAnishAthalye12LoganEngstrom12AndrewIlyas12KevinKwok2AbstractclassiﬁedasturtleclassiﬁedasriﬂeStandardmethodsforgeneratingadversarialex-classiﬁedasotheramples...
Adversarial Robust Examples Synthesizing
2023-11-13 12:00:485081.41 MB26
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Selecting Representative Examples for Program Synthesis
SelectingRepresentativeExamplesforProgramSynthesisYewenPu1ZacheryMiranda1ArmandoSolar-Lezama1LesliePackKaelbling1Abstractdataset,suchthatitissufﬁcienttospecifyacorrectprogram,yetsmallenoughtoencod...
for Synthesis Examples Program Selecting
2023-11-13 12:00:361454677.13 KB18
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Provable Defenses against Adversarial Examples via the Convex Outer Adversarial Polytope
ProvableDefensesagainstAdversarialExamplesviatheConvexOuterAdversarialPolytopeEricWong1J.ZicoKolter2Abstract1.IntroductionWeproposeamethodtolearndeepReLU-basedRecentworkindeeplearninghasdemonstrate...
Adversarial the via Examples Provable
2023-11-13 12:00:2911521.09 MB2
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Learning to Reweight Examples for Robust Deep Learning
LearningtoReweightExamplesforRobustDeepLearningMengyeRen12WenyuanZeng12BinYang12RaquelUrtasun12Abstractdifferentforms.Classimbalanceinthetrainingsetisaverycommonexample.Inapplicationssuchasobjectde...
Learning for Deep Robust to
2023-11-13 12:00:5912892.79 MB24
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Parseval Networks Improving Robustness to Adversarial Examples
ParsevalNetworks:ImprovingRobustnesstoAdversarialExamplesMoustaphaCisse1PiotrBojanowski1EdouardGrave1YannDauphin1NicolasUsunier1Abstractpernotetal.,2016a).Inpractice,forasigniﬁcantportionofinputs,...
Networks Adversarial to Improving Parseval
2023-11-12 20:45:001280450.47 KB5
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