Data Leverage References

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BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain

2019 article gu2017badnets Not yet verified
Authors
Tianyu Gu, Brendan Dolan-Gavitt, Siddharth Garg
Venue
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).