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Minimum-Norm Adversarial Examples on KNN and KNN-Based Models

Minimum-Norm Adversarial Examples on KNN and KNN-Based Models

14 March 2020
Chawin Sitawarin
David Wagner
    AAML
ArXiv (abs)PDFHTML

Papers citing "Minimum-Norm Adversarial Examples on KNN and KNN-Based Models"

4 / 4 papers shown
Title
$p$-DkNN: Out-of-Distribution Detection Through Statistical Testing of
  Deep Representations
ppp-DkNN: Out-of-Distribution Detection Through Statistical Testing of Deep Representations
Adam Dziedzic
Stephan Rabanser
Mohammad Yaghini
Armin Ale
Murat A. Erdogdu
Nicolas Papernot
AAML
68
3
0
25 Jul 2022
Benefit of Interpolation in Nearest Neighbor Algorithms
Benefit of Interpolation in Nearest Neighbor Algorithms
Yue Xing
Qifan Song
Guang Cheng
91
30
0
23 Feb 2022
Adversarial Examples for $k$-Nearest Neighbor Classifiers Based on
  Higher-Order Voronoi Diagrams
Adversarial Examples for kkk-Nearest Neighbor Classifiers Based on Higher-Order Voronoi Diagrams
Chawin Sitawarin
Evgenios M. Kornaropoulos
Basel Alomair
David Wagner
AAML
45
8
0
19 Nov 2020
A General Framework For Detecting Anomalous Inputs to DNN Classifiers
A General Framework For Detecting Anomalous Inputs to DNN Classifiers
Jayaram Raghuram
Varun Chandrasekaran
S. Jha
Suman Banerjee
AAML
106
35
0
29 Jul 2020
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