Utilising AI for Deepfake Detection: Strategies, Issues and Future Opportunities

Suhas LK; Sudharsan

Utilising AI for Deepfake Detection: Strategies, Issues and Future Opportunities

October 2024

Vol-10, Issue-5

Paper ID: 25114

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Artificial intelligence

Keywords

Deepfake AI machine learning video manipulation deep learning Digital media

Abstract

This paper explores the use of Artificial Intelligence (AI) for detecting deepfake content, which involves synthetically generated or manipulated media such as videos, images, and audio. It reviews state-of-the-art techniques in deepfake detection, discusses their advantages and limitations, and outlines challenges faced by researchers in this domain. Additionally, the paper proposes directions for future research to improve detection methods.

License

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author Information

#	Name	Institute / Affiliation
1	Suhas LK	CMR UNIVERSITY
2	Sudharsan	CMR UNIVERSITY

How to Cite

Use the following formats to cite this article in your research.

APA Style

LK, Suhas & Sudharsan (2024). Utilising AI for Deepfake Detection: Strategies, Issues and Future Opportunities. International Journal of Advance Research and Innovative Ideas In Education, 10(5), 1570-1572.

MLA Style

LK, Suhas, and Sudharsan. "Utilising AI for Deepfake Detection: Strategies, Issues and Future Opportunities." International Journal of Advance Research and Innovative Ideas In Education, vol. 10, no. 5, 2024, pp. 1570-1572.

IEEE Style

Suhas LK and Sudharsan, "Utilising AI for Deepfake Detection: Strategies, Issues and Future Opportunities," International Journal of Advance Research and Innovative Ideas In Education, vol. 10, no. 5, pp. 1570-1572, 2024.

Vancouver Style

LK Suhas, Sudharsan. Utilising AI for Deepfake Detection: Strategies, Issues and Future Opportunities. International Journal of Advance Research and Innovative Ideas In Education. 2024;10(5):1570-1572.

Harvard Style

LK, Suhas & Sudharsan (2024) 'Utilising AI for Deepfake Detection: Strategies, Issues and Future Opportunities', International Journal of Advance Research and Innovative Ideas In Education, 10(5), pp. 1570-1572.

Chicago Style

LK, Suhas and Sudharsan. "Utilising AI for Deepfake Detection: Strategies, Issues and Future Opportunities." International Journal of Advance Research and Innovative Ideas In Education 10, no. 5 (2024): 1570-1572.

Turabian Style

LK, Suhas and Sudharsan. "Utilising AI for Deepfake Detection: Strategies, Issues and Future Opportunities." International Journal of Advance Research and Innovative Ideas In Education 10, no. 5 (2024): 1570-1572.