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Open Set Synthetic Image Source Attribution
To address this new threat, researchers have developed multiple algorithms to detect synthetic images and identify their source generators.
Comprehensive Dataset of Synthetic and Manipulated Overhead Imagery for Development and Evaluation of Forensic Tools
We present a first of its kind dataset of overhead imagery for development and evaluation of forensic tools.
VideoFACT: Detecting Video Forgeries Using Attention, Scene Context, and Forensic Traces
While existing forensic networks have demonstrated strong performance on image forgeries, recent results reported on the Adobe VideoSham dataset show that these networks fail to identify fake content in videos.
Attacking Image Splicing Detection and Localization Algorithms Using Synthetic Traces
Through a series of experiments, we demonstrate that our attack is capable of fooling forensic splicing detection and localization algorithms without introducing visually detectable artifacts into an attacked image.
