Robustness of AI-Image Detectors: Fundamental Limits and Practical Attacks.
Mehrdad SaberiVinu Sankar SadasivanKeivan RezaeiAounon KumarAtoosa Malemir CheginiWenxiao WangSoheil FeiziPublished in: CoRR (2023)
Keyphrases
- multiscale
- image data
- single image
- artificial intelligence
- image retrieval
- high resolution
- input image
- image classification
- image representation
- image features
- image content
- fundamental limits
- image analysis
- watermarking technique
- image watermarking scheme
- watermarked image
- test images
- edge detection
- spatial domain
- image matching
- image regions
- digital images
- image segmentation
- feature detectors
- watermarking scheme
- digital image watermarking scheme
- image pixels
- image collections
- region of interest
- keypoints
- segmentation method
- object detection
- expert systems
- high quality