Deepfakes: Analysis and Detection

Contents

• INtroduction to deepfakes
• example of deepfake
• deep learning methods
• facial recognition in Df
• detailed working
• how to detect
• future research and implications
• conclusion

introduction to deepfake videos

introduction to deepfakes

• Deepfake stems from “deep learning” and “fake”
• superimpose face images of a target person to a video of a source person to create a video of the target person doing or saying things the source person does
• Originated in 2017 by a reddit user named "deepfake", these videos are in mainstream now.
• uses different deep learning algorithms making it a significant research topic

example of a deepfake video

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