Authors:
Battula Thirumaleshwari Devi, Rajasekaran. R

Addresses:
1,2, School of Computer Science and Engineering, Vellore Institute of Technology, Vellore, Tamil Nadu, India. Malashwari.devi@vit.ac.in1, vitrajkumar@gmail.com2 

Abstract:

Deepfake technology has become a growing concern for society in recent years, as it allows for manipulating text, images, video, and audio. Deepfake technology, which leverages deep learning and artificial intelligence to create realistic yet entirely synthetic media, has garnered significant attention and raised both promises and concerns. The use of deepfakes has been a cause for concern due to their potential to be used for malicious purposes, such as spreading false information, committing fraud, or impersonating individuals. Artificial intelligence plays a crucial role in the development of deepfake technology. Detecting deepfakes is urgently necessary to protect individuals, organizations, and society. Deepfake technology is a double-edged sword. While it offers significant potential benefits, its malicious use poses substantial social risks. Striking a balance between innovation and regulation while emphasizing responsible use and ethical considerations is essential to harness the positive aspects of deepfake technology while mitigating its potential harm.

Keywords: Deepfake; Audio Image; Video Text; Artificial Intelligence (AI); Deepfake Technology; Impersonating Individuals; Deep Learning-Based Facial Recognition; Generalization of The Model.

Received on: 19/10/2022, Revised on: 07/12/2022, Accepted on: 11/01/2023, Published on: 17/02/2023

FMDB Transactions on Sustainable Computing Systems, 2023 Vol. 1 No. 1, Pages: 11-20

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