Second-OrderProvableDefensesagainstAdversarialAttacksSahilSingla1SoheilFeizi1Abstract1.IntroductionArobustnesscertificateagainstadversarialexam-Modernneuralnetworksachievehighaccuracyontasksplesist...
OnBreakingDeepGenerativeModel-basedDefensesandBeyondYanzhiChen1RenjieXie2ZhanxingZhu3Abstract2018),featuredenoising(Liaoetal.,2018;Xieetal.,2019),randomizedsmoothing(Salmanetal.,2019;Cohenetal.,Dee...
ProvableDefensesagainstAdversarialExamplesviatheConvexOuterAdversarialPolytopeEricWong1J.ZicoKolter2Abstract1.IntroductionWeproposeamethodtolearndeepReLU-basedRecentworkindeeplearninghasdemonstrate...