"against"的相关文档

标签“against”的相关文档，共19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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Robust Policy Gradient against Strong Data Corruption
RobustPolicyGradientagainstStrongDataCorruptionXuezhouZhang1YidingChen1JerryZhu1WenSun2Abstracthighlynoisydata,suchasautonomousdriving,quantitativetrading,ormedicaldiagnosis.Westudytheproblemofrobu...
Gradient Data Robust Policy Strong
2023-11-16 19:41:3711073.79 MB19
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Online Selection Problems against Constrained Adversary
OnlineSelectionProblemsagainstConstrainedAdversaryZhihaoJiang1PinyanLu2ZhihaoGavinTang2YuhaoZhang3Abstractlearnedadvicetoonlinealgorithmdesigns.Inparticular,thealgorithmisgivensomeextrainformationa...
Online Selection Constrained Problems against
2023-11-16 19:28:241713444.66 KB2
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Learning to Price against a Moving Target
LearningtoPriceagainstaMovingTargetRenatoPaesLeme1BalasubramanianSivan1YifengTeng2PratikWorah1Abstractparametricnoise(Shahetal.,2019;Krishnamurthyetal.,2020).Allthosemodelsarestationaryinthesenseth...
Learning to Moving Target Price
2023-11-16 19:05:04747264.7 KB12
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Knowledge Enhanced Machine Learning Pipeline against Diverse Adversarial Attacks
KnowledgeEnhancedMachineLearningPipelineagainstDiverseAdversarialAttacksNeziheMerveGu¨rel1XiangyuQi2LukaRimanic1CeZhang1BoLi3Abstract1.IntroductionDespitethegreatsuccessesachievedbydeepneu-Recents...
Learning Machine Knowledge Diverse against
2023-11-16 18:46:411436823.12 KB9
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Efficient Training of Robust Decision Trees against Adversarial Examples
EfﬁcientTrainingofRobustDecisionTreesagainstAdversarialExamplesDanie¨lVos1SiccoVerwer1Abstractetal.,2019),wecloselymimicthegreedyrecursivesplit-tingstrategythattraditionaldecisiontreesuseandwesco...
of Efficient Robust Trees Decision
2023-11-16 18:37:591638780.76 KB27
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Defense against backdoor attacks via robust covariance estimation
SPECTRE:DefendingagainstBackdoorAttacksUsingRobustStatisticsJonathanHayase1WeihaoKong1RaghavSomani1SewoongOh1AbstractaccuracyonpoisonedtestexamplesStartingwiththeseminalworkof(Guetal.,2017),thereha...
via Robust Covariance Attacks against
2023-11-16 18:31:0211261.77 MB13
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CRFL Certifiably Robust Federated Learning against Backdoor Attacks
CRFL:CertiﬁablyRobustFederatedLearningagainstBackdoorAttacksChulinXie1MinghaoChen2Pin-YuChen3BoLi1AbstractCRFLTrainingCRFLTestingFederatedLearning(FL)asadistributedlearn-ModelUpdatesParameteringpa...
Learning Robust against Federated Backdoor
2023-11-16 18:30:5310913.62 MB19
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Second-Order Provable Defenses against Adversarial Attacks
Second-OrderProvableDefensesagainstAdversarialAttacksSahilSingla1SoheilFeizi1Abstract1.IntroductionArobustnesscertiﬁcateagainstadversarialexam-Modernneuralnetworksachievehighaccuracyontasksplesist...
Adversarial Second-Order Provable Attacks Defenses
2023-11-14 21:46:201189452.98 KB24
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Randomization matters How to defend against strong adversarial attacks
RandomizationmattersHowtodefendagainststrongadversarialattacksRafaelPinot12RaphaelEttedgui1GeovaniRizk1YannChevaleyre1JamalAtif1Abstractand(Szegedyetal.,2014)itbecameincreasinglyimportanttoundersta...
to How Strong against Matters
2023-11-14 21:46:031881430.07 KB24
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Bisection-Based Pricing for Repeated Contextual Auctions against Strategic Buyer
Bisection-BasedPricingforRepeatedContextualAuctionsagainstStrategicBuyerAntonZhiyanov12AlexeyDrutsa12AbstractMunoz,2014;Drutsa,2018)),asecond-priceauctionwithreservepricesreducestoaposted-priceauct...
for Contextual Repeated against auctions
2023-11-14 21:43:161151390.37 KB5
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Adversarial Robustness against the Union of Multiple Threat Models
AdversarialRobustnessagainsttheUnionofMultiplePerturbationModelsPratyushMaini1EricWong2J.ZicoKolter34Abstracttheexistenceofdatapointswhichcanbeadversariallyper-turbedtobemisclassiﬁed,butare“close...
of Adversarial the Multiple Union
2023-11-14 21:43:021719389.7 KB26
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Adaptive Reward-Poisoning Attacks against Reinforcement Learning
AdaptiveReward-PoisoningAttacksagainstReinforcementLearningXuezhouZhang1YuzheMa1AdishSingla2XiaojinZhu1AbstractgroupofTwitteruserswhodeliberatelytaughtitmisogynis-ticandracistremarksshortlyafterits...
Adaptive Learning Reinforcement Attacks against
2023-11-14 21:42:59774703.1 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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On Certifying Non-Uniform Bounds against Adversarial Attacks
OnCertifyingNon-uniformBoundsagainstAdversarialAttacksChenLiu1RyotaTomioka2VolkanCevher1AbstractCWattack(Carlini&Wagner,2017).MostattackmethodssearchfortheadversarialexamplebyutilizingthegradientTh...
Adversarial on bounds Non-Uniform Attacks
2023-11-13 14:48:017733.67 MB5
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How does Disagreement Help Generalization against Label Corruption
HowdoesDisagreementHelpGeneralizationagainstLabelCorruption?XingruiYu1BoHan2JiangchaoYao3GangNiu2IvorW.Tsang1MasashiSugiyama24Abstractthesecomplexmodelscanfullymemorizenoisylabels(Zhangetal.,2017;A...
How generalization Does Label against
2023-11-13 14:47:26721893.87 KB28
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Defending against Saddle Point Attack in Byzantine-Robust Distributed Learning
DefendingagainstSaddlePointAttackinByzantine-RobustDistributedLearningDongYin1YudongChen2KannanRamchandran1PeterBartlett13Abstractarestoredandprocessedlocallyinendusers’cellphonesandpersonalcomput...
in Point Saddle Attack Byzantine-Robust
2023-11-13 14:46:51733367.38 KB21
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Competing against Nash Equilibria in Adversarially Changing Zero-Sum Games
CompetingagainstEquilibriainZero-SumGameswithEvolvingPayoffsAdrianRiveraCardoso1JacobAbernethy2HeWang1HuanXu1Abstractsumgames,wheretheunderlyingpayoffmatrixisoftenassumedtobeﬁxedori.i.d.Incontrast...
in Nash Adversarially against Competing
2023-11-13 14:46:40669277.28 KB25
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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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