65 citations · 114 across the 7 of their papers we have counts for
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cs.LG2023★ 3 cited
Large Language Models Are Better Adversaries: Exploring Generative Clean-Label Backdoor Attacks Against Text Classifiers
Wencong You, Zayd Hammoudeh, Daniel Lowd
Backdoor attacks manipulate model predictions by inserting innocuous triggers into training and test data. We focus on more realistic and more challenging clean-label attacks where…
cs.LG2023★ 5 cited
Provable Robustness Against a Union of Adversarial Attacks
Zayd Hammoudeh, Daniel Lowd
Sparse or adversarial attacks arbitrarily perturb an unknown subset of the features. robustness analysis is particularly well-suited for heterogeneous (tabular) d…