SHIELD: Fast, Practical Defense and Vaccination for Deep Learning using JPEG Compression.
Nilaksh DasMadhuri ShanbhogueShang-Tse ChenFred HohmanSiwei LiLi ChenMichael E. KounavisDuen Horng ChauPublished in: KDD (2018)
Keyphrases
- deep learning
- jpeg compression
- watermarking algorithm
- unsupervised learning
- discrete wavelet transform
- digital images
- watermarking scheme
- machine learning
- gaussian noise
- dct coefficients
- additive noise
- mental models
- weakly supervised
- natural images
- signal processing
- higher order
- peak signal to noise ratio
- co occurrence
- wavelet transform