Adversarial Preprocessing: Understanding and Preventing Image-Scaling Attacks in Machine Learning.
Erwin QuiringDavid KleinDaniel ArpMartin JohnsKonrad RieckPublished in: USENIX Security Symposium (2020)
Keyphrases
- machine learning
- preprocessing
- image data
- input image
- single image
- image content
- image features
- preprocessing stage
- multiscale
- image representation
- template matching
- image collections
- image analysis
- image classification
- edge detection
- post processing
- high resolution
- image retrieval
- segmentation method
- computer vision
- keypoints
- image regions
- test images
- region of interest
- image structure
- robust watermarking scheme
- watermarking scheme
- digital watermark
- text classification
- similarity measure
- image segmentation
- image processing
- feature selection