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Beyond Illusions: Contribution of Artificial Intelligence in Unveiling and Mitigating Deep Fake Impact on Social Networks

Year: 2024

Type: article

Abstract: This article investigates the effects of deepfake technology on social networks and evaluates AI-based mitigating strategies. Deepfakes, or synthetic media created by AI, present concerns such as misrepresentation and privacy breaches. Deepfake detection, Face Manipulation Detection Networks (FMDNs) and multimodal analysis are the important AI techniques. Real-world implementations demonstrate less deepfake diffusion. Future research will focus on model interpretability, multidisciplinary cooperation, and media literacy in order to effectively mitigate deepfakes. Ethical issues are critical in addressing emerging challenges.

Source: International Journal of Intelligent Systems and Applications in Engineering

Author: Dhiman, Virender

Language: English

Topic: Digital Media Forensic Detection

Subfield: Computer Vision and Pattern Recognition

Field: Computer Science

Domain: Physical Sciences

Open Access status: diamond

OpenAlex ID: W7217487654

FWCI:

Cites: 1

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Related to: 10