Deepfakes, a form of synthetic media generated using artificial intelligence (AI) and deep learning algorithms, have raised significant concerns due to their potential for misuse in political, social, and personal contexts. This paper explores the technological underpinnings of deepfakes, their applications, and the risks they pose to society. It further delves into current techniques for detecting and preventing deepfakes, including both traditional and AI-based approaches, while assessing their effectiveness and challenges. The paper concludes by proposing a multidimensional approach to combating deepfake-related threats, emphasizing the need for collaboration across disciplines, from policy-making to technology development.
Deepfake, AI, machine learning, detection techniques, prevention, cybersecurity, misinformation
International Journal of Trend in Scientific Research and Development - IJTSRD having
online ISSN 2456-6470. IJTSRD is a leading Open Access, Peer-Reviewed International
Journal which provides rapid publication of your research articles and aims to promote
the theory and practice along with knowledge sharing between researchers, developers,
engineers, students, and practitioners working in and around the world in many areas
like Sciences, Technology, Innovation, Engineering, Agriculture, Management and
many more and it is recommended by all Universities, review articles and short communications
in all subjects. IJTSRD running an International Journal who are proving quality
publication of peer reviewed and refereed international journals from diverse fields
that emphasizes new research, development and their applications. IJTSRD provides
an online access to exchange your research work, technical notes & surveying results
among professionals throughout the world in e-journals. IJTSRD is a fastest growing
and dynamic professional organization. The aim of this organization is to provide
access not only to world class research resources, but through its professionals
aim to bring in a significant transformation in the real of open access journals
and online publishing.