DEEPFAKE TECHNOLOGY: CHALLENGES, DETECTION, AND FUTURE DIRECTIONS

Abstract: Deepfake technology, powered by artificial intelligence (AI) and deep learning, enables the creation of highly realistic synthetic media, including images, videos, and audio. While it offers advancements in entertainment, education, and accessibility, it also introduces severe risks, such as misinformation, identity fraud, and cybersecurity threats. The rapid development of deepfake generation techniques necessitates robust detection mechanisms and regulatory frameworks. This paper provides an overview of deepfake technology, its working principles, associated risks, detection methodologies, and potential future solutions to ensure ethical and responsible use.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-05-15
DOI
https://doi.org/10.5281/zenodo.15424033
Primary Topic
Caribbean history, culture, and politics
Type
article
Field-Weighted Citation Impact
0.00
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article

DEEPFAKE TECHNOLOGY: CHALLENGES, DETECTION, AND FUTURE DIRECTIONS

Zenodo (CERN European Organization for Nuclear Research)
Caribbean history, culture, and politics
article

DEEPFAKE TECHNOLOGY: CHALLENGES, DETECTION, AND FUTURE DIRECTIONS

article en

Abstract

Abstract: Deepfake technology, powered by artificial intelligence (AI) and deep learning, enables the creation of highly realistic synthetic media, including images, videos, and audio. While it offers advancements in entertainment, education, and accessibility, it also introduces severe risks, such as misinformation, identity fraud, and cybersecurity threats. The rapid development of deepfake generation techniques necessitates robust detection mechanisms and regulatory frameworks. This paper provides an overview of deepfake technology, its working principles, associated risks, detection methodologies, and potential future solutions to ensure ethical and responsible use.

Zenodo (CERN European Organization for Nuclear Research)
Tashkent University of Information Technology (UZ)
Peace, Justice and strong institutions
Openalex Percentile: Top 46%
Caribbean history, culture, and politics
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