Detecting Text Manipulation in Images using Vision Language Models
Recent works have shown the effectiveness of Large Vision Language Models (VLMs or LVLMs) in image manipulation detection. However, text manipulation detection is largely missing …
EdgeDoc: Hybrid CNN-Transformer Model for Accurate Forgery Detection and Localization in ID Documents
The widespread availability of tools for manipulating images and documents has made it increasingly easy to forge digital documents, posing a serious threat to Know Your Customer …
DeepID Challenge of Detecting Synthetic Manipulations in ID Documents
An increase in AI based manipulations of ID document images threatens KYC systems widely used in online banking and other digital authentication services. DeepID challenge aimed to …
