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Shield: Fast, Practical Defense and Vaccination for Deep Learning using JPEG Compression.
Nilaksh Das
Madhuri Shanbhogue
Shang-Tse Chen
Fred Hohman
Siwei Li
Li Chen
Michael E. Kounavis
Duen Horng Chau
Published in:
CoRR (2018)
Keyphrases
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deep learning
jpeg compression
unsupervised learning
digital images
discrete wavelet transform
machine learning
watermarking algorithm
dct coefficients
watermarking scheme
gaussian noise
mental models
additive noise
weakly supervised
denoising
peak signal to noise ratio
wavelet coefficients
similarity measure