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标签“Adversarial”的相关文档，共138条

Adversarial Robustness Guarantees for Random Deep Neural Networks
AdversarialRobustnessGuaranteesforRandomDeepNeuralNetworksGiacomoDePalma123BobakT.Kiani34SethLloyd23Abstractanextremelysmallperturbationcanchangethelabelofacorrectlyclassifedimage.Thispropertyposes...
Neural for Adversarial Guarantees Deep
2023-11-16 18:00:281986952.7 KB19
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Adversarial Option-Aware Hierarchical Imitation Learning
AdversarialOption-AwareHierarchicalImitationLearningMingxuanJing1WenbingHuang1FuchunSun†12XiaojianMa3TaoKong4ChuangGan5LeiLi4AbstractlatedbyanOptionmodel(Suttonetal.,1999)orgoal-basedframework(Lee...
Learning Adversarial Hierarchical Imitation Option-Aware
2023-11-16 18:00:2712082.31 MB18
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Adversarial Policy Learning in Two-player Competitive Games
AdversarialPolicyLearninginTwo-playerCompetitiveGamesWenboGuo1XianWu1SuiHuang2XinyuXing1Abstract2020),wearguethatattacksdevelopedunderthisassump-tionarenotpractical.Forexample,givenamasteragentInat...
Learning Adversarial in Policy Games
2023-11-16 18:00:279071.68 MB7
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Adversarial Purification with Score-based Generative Models
AdversarialPuriﬁcationwithScore-basedGenerativeModelsJongminYoon1SungJuHwang12JuhoLee12Abstract2019),inwhichaclassiﬁeristrainedwithAdversarialexam-ples,isconsideredasastandarddefensemethodduetoit...
Adversarial Models Generative with Score-Based
2023-11-16 18:00:271037451.14 KB1
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Adversarial Multi Class Learning under Weak Supervision with Performance Guarantees
AdversarialMulticlassLearningunderWeakSupervisionwithPerformanceGuaranteesAlessioMazzetto1CyrusCousins1DylanSam1StephenH.Bach1EliUpfal1Abstractconﬂictwithoneanother.Weassumeaccesstoonlyasmallamoun...
Learning Adversarial under Weak class
2023-11-16 18:00:27589597.01 KB25
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Adversarial Dueling Bandits
AdversarialDuelingBanditsAadirupaSaha1TomerKoren2YishayMansour2Abstractregretwithrespecttothebestiteminhindsight,accordingtoacertainscorefunction.WeintroducetheproblemofregretminimizationinAdversar...
Adversarial Dueling Bandits
2023-11-16 18:00:261691819.14 KB19
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Adversarial Combinatorial Bandits with General Non-linear Reward Functions
AdversarialCombinatorialBanditswithGeneralNon-linearRewardFunctionsXiChen1YanjunHan2YiningWang3Abstractchoosesarewardvectorvt=(vt1,···,vtN)∈[0,1]Nnotrevealedtothealgorithm.Thealgorithmchoosesas...
Adversarial with Bandits General Non-Linear
2023-11-16 18:00:261263284.79 KB9
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Adapting to Delays and Data in Adversarial Multi-Armed Bandits
AdaptingtoDelaysandDatainAdversarialMulti-ArmedBanditsAndra´sGyo¨rgy1PooriaJoulani1Abstract1.IntroductionWeconsidertheAdversarialmulti-armedbanditThemulti-armedbanditproblemisacanonicalmodelforpr...
Adapting Adversarial and Data in
2023-11-16 18:00:241133332.62 KB28
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ACE Explaining cluster from an Adversarial perspective
ACE:ExplainingclusterfromanAdversarialperspectiveYangYoungLu1TimothyC.Yu2GiancarloBonora1WilliamStaffordNoble13Abstractcorrespondtofeaturesofthosecells(geneexpressionval-ues,methylationevents,etc.)...
from Adversarial An Perspective Explaining
2023-11-16 18:00:2219646.62 MB1
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A Unified Generative Adversarial Network Training via Self-Labeling and Self-Attention
AUniﬁedGenerativeAdversarialNetworkTrainingviaSelf-LabelingandSelf-AttentionTomokiWatanabe1PaoloFavaro2Abstractgeneratesamplesfromsomelatentrepresentation(typicallyasamplefromaGaussiandistribution...
Adversarial Generative via Network Training
2023-11-16 17:52:0012378.11 MB6
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Towards Understanding the Regularization of Adversarial Robustness on Neural Networks
TowardsUnderstandingtheRegularizationofAdversarialRobustnessonNeuralNetworksYuxinWen12ShuaiLi1KuiJia12Abstract(Szegedyetal.,2014).Moreintriguingly,theseAdversarialexamplesaregeneratedbyaddingimperc...
of Adversarial the Robustness Regularization
2023-11-14 21:46:499111.65 MB13
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Stronger and Faster Wasserstein Adversarial Attacks
StrongerandFasterWassersteinAdversarialAttacksKaiwenWu12AllenHouzeWang12YaoliangYu12Abstract✏=0.05✏=0.10✏=0.20✏=0.40Deepmodels,whilebeingextremelyﬂexibleand`1accurate,aresurprisinglyvulnerable...
Adversarial and Faster Wasserstein Attacks
2023-11-14 21:46:359911.35 MB20
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SimGANs Simulator-Based Generative Adversarial Networks for ECG Synthesis to Improve Deep ECG Classification
SimGANs:Simulator-BasedGenerativeAdversarialNetworksforECGSynthesistoImproveDeepECGClassiﬁcationTomerGolany1DanielFreedman2KiraRadinsky1Abstractonvarioustasks(Gabrilovich&Markovitch,2009;Zhangetal...
for Networks Adversarial Generative ECG
2023-11-14 21:46:2411971.26 MB4
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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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Reliable evaluation of Adversarial robustness with an ensemble of diverse parameter-free attacks
ReliableEvaluationofAdversarialRobustnesswithanEnsembleofDiverseParameter-freeAttacksFrancescoCroce1MatthiasHein1Abstractvariationsareusingotherlosses(Zhangetal.,2019b)andboostrobustnessviagenerati...
of Adversarial An with Evaluation
2023-11-14 21:46:091427724.06 KB11
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Regularized Optimal Transport is Ground Cost Adversarial
RegularizedOptimalTransportisGroundCostAdversarialFrançois-PierrePaty1MarcoCuturi21Abstractandallowingforfastersolvers,butalsoaddsomestabilitywithrespecttotheinputmeasures,improvingnumericalRegula...
Adversarial Optimal Transport is Regularized
2023-11-14 21:46:0610062.36 MB25
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Proper Network Interpretability Helps Adversarial Robustness in Classification
ProperNetworkInterpretabilityHelpsAdversarialRobustnessinClassiﬁcationAkhilanBoopathy1SijiaLiu2GaoyuanZhang2CynthiaLiu1Pin-YuChen2ShiyuChang2LucaDaniel1Abstractdefensivedistillation(Papernotetal.,...
Adversarial in Network Robustness Interpretability
2023-11-14 21:45:588322.05 MB26
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Policy Teaching via Environment Poisoning Training-time Adversarial Attacks against Reinforcement Learning
PolicyTeachingviaEnvironmentPoisoning:Training-timeAdversarialAttacksagainstReinforcementLearningAminRakhsha1GoranRadanovic1RatiDevidze1XiaojinZhu2AdishSingla1Abstractcisions,poisoningattacksmanipu...
Adversarial via Policy Teaching Poisoning
2023-11-14 21:45:521742585.6 KB14
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On the Sample Complexity of Adversarial Multi-Source PAC Learning
OntheSampleComplexityofAdversarialMulti-SourcePACLearningNikolaKonstantinov1EliasFrantar12DanAlistarh1ChristophH.Lampert1Abstractetal.,2019).Robustnessattrainingtime,however,isrepre-sentedlesspromi...
of Adversarial Complexity on the
2023-11-14 21:45:351562273.56 KB23
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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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