"Certified"的相关文档

Scalable Certified Segmentation via Randomized Smoothing
ScalableCertiﬁedSegmentationviaRandomizedSmoothingMarcFischer1MaximilianBaader1MartinVechev1Abstract(a)Attackedimage(b)GroundtruthsegmentationWepresentanewcertiﬁcationmethodforimage(c)Attackedseg...
via Scalable Randomized Segmentation Certified
2023-11-16 19:41:415252.55 MB22
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Improved, Deterministic Smoothing for L_1 Certified Robustness
Improved,DeterministicSmoothingfor1CertiﬁedRobustnessAlexanderLevine1SoheilFeizi1Abstracthaviorofmachinelearningsystemsundersmallinputper-turbations(Szegedyetal.,2013;Goodfellowetal.,2014;Randomiz...
for Improved Robustness Certified Smoothing
2023-11-16 18:47:0210671.76 MB10
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Scalable Differential Privacy with Certified Robustness in Adversarial Learning
ScalableDifferentialPrivacywithCertiﬁedRobustnessinAdversarialLearningNhatHaiPhan1MyT.Thai2HanHu1RuomingJin3TongSun4DejingDou56Abstracttrainingdatatoconsistofbenignexamplesandadversar-ialexamplesc...
with in Differential Privacy Robustness
2023-11-14 21:46:171983614.28 KB3
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Certified Data Removal from Machine Learning Models
CertiﬁedDataRemovalfromMachineLearningModelsChuanGuo1TomGoldstein2AwniHannun2LaurensvanderMaaten2Abstractinferenceattacks(Yeometal.,2018;Carlinietal.,2019)areunsuccessfulondatathatwasremovedfromth...
Learning from Models Data Machine
2023-11-14 21:43:2511466.82 MB1
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Certified Robustness to Label-Flipping Attacks via Randomized Smoothing
CertiﬁedRobustnesstoLabel-FlippingAttacksviaRandomizedSmoothingElanRosenfeld1EzraWinston1PradeepRavikumar1J.ZicoKolter12Abstractuser-generateddatasets—e.g.emailspamﬁlters,productrecommendationen...
via to Robustness Randomized Attacks
2023-11-14 21:43:25651717.62 KB30
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Certified Adversarial Robustness via Randomized Smoothing
CertiﬁedAdversarialRobustnessviaRandomizedSmoothingJeremyCohen1ElanRosenfeld1J.ZicoKolter12AbstractpAWeshowhowtoturnanyclassiﬁerthatclassiﬁesxpBwellunderGaussiannoiseintoanewclassiﬁerthatiscert...
Adversarial via Robustness Randomized Certified
2023-11-13 14:46:3619875.93 MB20
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Towards Fast Computation of Certified Robustness for ReLU Networks
TowardsFastComputationofCertiﬁedRobustnessforReLUNetworksTsui-WeiWeng1HuanZhang2HonggeChen1ZhaoSong34Cho-JuiHsieh2DuaneBoning1InderjitS.Dhillon4LucaDaniel1Abstract1.IntroductionVerifyingtherobustn...
of for Fast Computation Robustness
2023-11-13 12:00:541632488.74 KB9
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