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cs.LG2021★ 3 cited
A General Framework for Defending Against Backdoor Attacks via Influence Graph
Xiaofei Sun, Jiwei Li, Xiaoya Li +5
In this work, we propose a new and general framework to defend against backdoor attacks, inspired by the fact that attack triggers usually follow a \textsc{specific} type of attack…
cs.LG2020
Learning from Incomplete Features by Simultaneous Training of Neural Networks and Sparse Coding
Cesar F. Caiafa, Ziyao Wang, Jordi Solé-Casals +1
In this paper, the problem of training a classifier on a dataset with incomplete features is addressed. We assume that different subsets of features (random or structured) are avai…