Exploring the Adversarial Robustness of CLIP for AI-generated Image Detection.
Vincenzo De RosaFabrizio GuillaroGiovanni PoggiDavide CozzolinoLuisa VerdolivaPublished in: CoRR (2024)
Keyphrases
- multiscale
- input image
- image data
- image content
- single image
- image features
- low level
- image segmentation
- image analysis
- image retrieval
- image classification
- test images
- edge detection
- high resolution
- partial occlusion
- artificial intelligence
- segmentation method
- image collections
- template matching
- contour extraction
- spatial information
- image regions
- image representation
- similarity measure
- image matching
- detection algorithm
- segmentation algorithm
- region of interest
- image set
- object detection
- expert systems
- video clips
- image pixels
- complex background
- image transformations
- intensity variations