Trustworthiness and explainability of a watermarking and machine learning-based system for image modification detection to combat disinformation.
Andrea RosalesAgnieszka MalanowskaTanya Koohpayeh AraghiMinoru KuribayashiMarcin KowalczykDaniel Blanche-TarragóWojciech MazurczykDavid MegíasPublished in: ARES (2024)
Keyphrases
- machine learning
- image data
- multiscale
- fragile watermarking
- input image
- image content
- image processing operations
- image retrieval
- image features
- image analysis
- watermark detection
- image authentication
- image classification
- image watermarking
- image segmentation
- image representation
- segmentation method
- spread spectrum
- partial occlusion
- region of interest
- single image
- feature points
- edge detection
- computer vision
- keypoints
- segmentation algorithm
- pixel values
- bounding box
- watermarking scheme
- geometric distortions
- digital images
- road signs
- high resolution
- image processing