Deepfake Detection Using the Rate of Change between Frames Based on Computer Vision. [PDF]
Lee G, Kim M.
europepmc +1 more source
DeepForgeryNet: a hybrid CNN-LSTM and transfer learning framework for robust image forgery and deepfake detection. [PDF]
Sardhara A +3 more
europepmc +1 more source
A New Deep Learning-Based Methodology for Video Deepfake Detection Using XGBoost. [PDF]
Ismail A +3 more
europepmc +1 more source
Spatiotemporal deep learning for real-time video-based deepfake detection using 3DCNN, 3DResNet, TCN, and VAE. [PDF]
Agrawal P +4 more
europepmc +1 more source
A quantum resilient deepfake detection framework using enhanced resnext and post quantum cryptography defence. [PDF]
Shreeya KN +5 more
europepmc +1 more source
DeepLayer-ID: A Lightweight Multi-Domain Forensic Framework for Real-Time Deepfake Detection in Resource-Constrained UAV Sensor Platforms. [PDF]
Alshammari NH, Alshammari SA.
europepmc +1 more source
Hybrid deep feature integration model for robust deepfake detection using transfer-learned neural networks. [PDF]
Potluri S +5 more
europepmc +1 more source
Enhancing tumor deepfake detection in MRI scans using adversarial feature fusion ensembles. [PDF]
Ali A +5 more
europepmc +1 more source
Audio Deepfake Detection via a Fuzzy Dual-Path Time-Frequency Attention Network. [PDF]
Li J +6 more
europepmc +1 more source
Unmasking digital deceptions: An integrative review of deepfake detection, multimedia forensics, and cybersecurity challenges. [PDF]
Singh S, Dhumane A.
europepmc +1 more source

