DeDER: Detecting Deepfakes with EfficientNetB0 and ResNet50 on Celeb-DF: DeDER: Detecting Deepfakes with EfficientNetB0 and ResNet50 on Celeb-DF

The challenge of identifying the difference between genuine and altered images or videos is becoming increasingly more difficult due to advancements in deepfake technology. This research examines the application of two prominent deepfake detection models based on convolutional neural networks, Effic...

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Bibliographic Details
Published in:SN computer science 2025-08, Vol.6 (6), p.598, Article 598
Main Authors: Chouhan, Yashoda, Chudasama, Chetankumar, Verma, Deepak Kumar
Format: Article
Language:English
Subjects:
Artificial neural networks
Computer Imaging
Computer Science
Computer Systems Organization and Communication Networks
Cybersecurity
Data Structures and Information Theory
Datasets
Deception
Deepfake
Digital media
Information Systems and Communication Service
Lighting
Literature reviews
Methods
Neural networks
Original Research
Pattern Recognition and Graphics
Privacy
Resilient
Secure and Intelligent Systems using Soft Computing Techniques
Software Engineering/Programming and Operating Systems
Vision
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