Deepfake Image and Video Detection
Methods and forensic techniques for identifying AI-generated, GAN-produced, and photoshopped fake images and videos.
Summary
Overview of Deepfake Analysis
Performing analysis of fake images and videos can be challenging considering the plethora of techniques used to create deepfakes. This session explores methods for identifying fake images and videos whether created by AI, photoshopped, or GAN-generated media.
Detection Techniques and Tooling
A live demonstration walks through methods of exposing signs of alteration or AI generation using more than a dozen techniques to uncover forgeries. The session also highlights a free GPT tool for performing deepfake analysis, alongside resources and considerations for the future of deepfake detection.
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