ScaleCert: Scalable Certified Defense against Adversarial Patches with Sparse Superficial Layers.
Husheng HanKaidi XuXing HuXiaobing ChenLing LiangZidong DuQi GuoYanzhi WangYunji ChenPublished in: NeurIPS (2021)
Keyphrases
- image patches
- sparse coding
- sparse representation
- intrusion detection
- natural images
- highly scalable
- high dimensional
- real time
- sparse data
- lightweight
- feature space
- elastic net
- sparse matrix
- multi layer
- compressive sensing
- database
- small image patches
- dense sampling
- multiple layers
- compressed sensing
- data sets
- network security
- image processing
- face recognition
- multiscale
- high dimensional data