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poloclub/jpeg-defense

SHIELD: Fast, Practical Defense and Vaccination for Deep Learning using JPEG Compression

adversarial-machine-learningattackcarlini-wagnerdeep-learningdeepfooldefensednnfgsmgeorgia-techi-fgsmimagenet-datasetinteljpeg-compressionpapersecurityshieldtensorflowvaccinationvideo-demo
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Python98.3%Shell1.7%

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NIPORSMAFRMA
MIT License
Created February 5, 2018
Updated November 19, 2025
poloclub/jpeg-defense | GitHunt