BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain
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IEEE Access
Abstract
First demonstration of backdoor attacks on deep neural networks. Shows that small trigger patterns in training data cause models to misclassify any input containing the trigger (e.g., stop signs with stickers classified as speed limits).
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