Case Study $-$ A rapidly increasing concern in the digital age is the proliferation of deepfakes, highly realistic synthetic media that can be used to misrepresent individuals or disseminate false information. Given the potential societal and ethical implications, governments and organizations worldwide are grappling with the challenge of detecting, preventing, and mitigating the impact of deepfakes. $$

Answer the following:

Assume the role of a research consultant tasked with developing a comprehensive research strategy to address the deepfake phenomenon, frame a detailed answer for the following:

Problem Formulation: Clearly define the research problem

Literature Review: Conduct a thorough literature review on deepfake detection, prevention, and ethical considerations.$$

Based on the problem statement identified and thorough literature review, answer the following:

How can AI be effectively used to detect deepfakes with high accuracy and speed?

What are the most promising prevention strategies to mitigate the creation and spread of deepfakes?

How can policymakers and industry stakeholders collaborate to develop effective regulations and standards for addressing deepfakes?

What are the psychological and social impacts of deepfakes on individuals and society?

The Term Paper should include the following:

Problem Statement

Comprehensive literature review

Detailed answer to questions asked above