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05/25/2023
IMBERT: Making BERT Immune to Insertion-based Backdoor Attacks
Backdoor attacks are an insidious security threat against machine learni...
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05/19/2023
Mitigating Backdoor Poisoning Attacks through the Lens of Spurious Correlation
Modern NLP models are often trained over large untrusted datasets, raisi...
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04/01/2021
TRS: Transferability Reduced Ensemble via Encouraging Gradient Diversity and Model Smoothness
Adversarial Transferability is an intriguing property of adversarial exa...
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06/27/2020
Improving Interpretability of CNN Models Using Non-Negative Concept Activation Vectors
Convolutional neural network (CNN) models for computer vision are powerf...
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12/22/2015
On the Differential Privacy of Bayesian Inference
We study how to communicate findings of Bayesian inference to third part...
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06/05/2013