Training-Time Attacks against k-Nearest Neighbors

15 August 2022

Papers citing "Training-Time Attacks against k-Nearest Neighbors"

10 / 10 papers shown

Title
When are Non-Parametric Methods Robust? Robi Bhattacharjee Kamalika Chaudhuri AAML 68 27 0 13 Mar 2020
Data Poisoning Attacks on Neighborhood-based Recommender Systems Liang Chen Yangjun Xu Fenfang Xie Min Huang Zibin Zheng AAML 36 34 0 01 Dec 2019
Manipulating Machine Learning: Poisoning Attacks and Countermeasures for Regression Learning Matthew Jagielski Alina Oprea Battista Biggio Chang-rui Liu Cristina Nita-Rotaru Yue Liu AAML 85 759 0 01 Apr 2018
Wild Patterns: Ten Years After the Rise of Adversarial Machine Learning Battista Biggio Fabio Roli AAML 122 1,409 0 08 Dec 2017
Analyzing the Robustness of Nearest Neighbors to Adversarial Examples Yizhen Wang S. Jha Kamalika Chaudhuri AAML 181 155 0 13 Jun 2017
Understanding Black-box Predictions via Influence Functions Pang Wei Koh Percy Liang TDI 203 2,885 0 14 Mar 2017
Data Poisoning Attacks on Factorization-Based Collaborative Filtering Bo Li Yining Wang Aarti Singh Yevgeniy Vorobeychik AAML 72 344 0 29 Aug 2016
Poisoning Attacks against Support Vector Machines Battista Biggio B. Nelson Pavel Laskov AAML 109 1,589 0 27 Jun 2012
Survey of Nearest Neighbor Techniques null Vandana N. Bhatia 164 602 0 01 Jul 2010
A Tutorial on Spectral Clustering U. V. Luxburg 282 10,536 0 01 Nov 2007