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Toward the Creation and Obstruction of DeepFakes [chapter]

Yuezun Li, Pu Sun, Honggang Qi, Siwei Lyu
2022 Advances in Computer Vision and Pattern Recognition  
Then we introduce Landmark Breaker, the first dedicated method to disrupt facial landmark extraction, and apply it to the obstruction of the generation of DeepFake videos.  ...  We conduct a comprehensive evaluation of DeepFake detection methods and datasets to demonstrate the escalated level of challenges posed by Celeb-DF.  ...  Section 4.2 describes a new method, namely Landmark Breaker, to obstruct the DeepFake generation by breaking the prerequisite step-facial landmark extraction.  ... 
doi:10.1007/978-3-030-87664-7_4 fatcat:6yuopmliazevfcdps6jw5enhky