Deep Fake Image Generation, Detection Techniques - Overcoming Challenges of Deep Fake, Ethical Implications Regulation: A Risk-Based Approach

The aim of this research is to identify and asses ethical risks of deepfake technology, as well as providing appropriate risk prevention, mitigation, redressal and monitoring measures. Authors then provide a design and implementation for a framework as an ethics compliance checker tool. A procedure for conducting conformity assessment of Ethical development and deployment of Deep fake Technology in line with the Saudi Data and AI Authority (SDAIA) Deep fake Guidelines. Measuring the process before and after prove the improvements in decision making, increased accountability and enhanced governance.