Search Results for author: Melinda Sun

Found 2 papers, 1 papers with code

Defending Against Backdoor Attacks Using Ensembles of Weak Learners

no code implementations29 Sep 2021 Charles Jin, Melinda Sun, Martin Rinard

We propose an iterative training procedure for removing poisoned data from the training set.

Backdoor Attack Data Poisoning

Incompatibility Clustering as a Defense Against Backdoor Poisoning Attacks

1 code implementation8 May 2021 Charles Jin, Melinda Sun, Martin Rinard

We propose a novel clustering mechanism based on an incompatibility property between subsets of data that emerges during model training.

Clustering Data Poisoning +1

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