Challenges Related to Deepfakes
Explore the challenges related to deepfakes, focusing on the ethical implications and technical issues such as data requirements, occlusions, and frame coherence. Learn about current research efforts and popular open-source tools that address these challenges to better understand deepfake technology and its impact.
We'll cover the following...
Let’s discuss some of the common challenges associated with deepfake architectures, beginning with a brief discussion of the ethical issues associated with this technology.
Ethical issues
Even though ...
Soon, interest picked up within the academic community, which not only helped to improve the technology but also insisted on its ethical use. While malicious and objectionable content creators are using these techniques, a number of industry and research projects are underway to detect such fake content, such as Microsoft’s deepfake detection ...