Challenges in Deepfake Detection

This chapter examines the complexities and nuances of detecting deepfakes, emphasizing the importance of accuracy metrics and the implications of false positives in various applications. The discussion covers the evolution of detection technologies, the role of AI and machine learning, and the ongoing challenges posed by sophisticated deepfake creations. Ethical concerns and the potential impact on public trust, especially in political contexts, are also highlighted as crucial considerations in the fight against misinformation.