Robustness of AI-Image Detectors: Fundamental Limits and Practical Attacks.
Mehrdad SaberiVinu Sankar SadasivanKeivan RezaeiAounon KumarAtoosa Malemir CheginiWenxiao WangSoheil FeiziPublished in: ICLR (2024)
Keyphrases
- single image
- image content
- image segmentation
- image data
- multiscale
- fundamental limits
- image classification
- image analysis
- input image
- image features
- low level
- geometric attacks
- image pixels
- image regions
- image retrieval
- image representation
- edge detection
- test images
- digital image watermarking
- artificial intelligence
- object recognition
- image collections
- image watermarking scheme
- natural images
- object detection
- high resolution
- image structure
- high quality
- watermarking scheme
- similarity measure
- image processing
- computer vision