# Video deepfake detection using a hybrid CNN-LSTM-Transformer model for identity verification

> Research article (Multimedia Tools and Applications, 2025) · cited 31× · AI/ML

**Wikidata**: [openalex:W4408901929](https://www.wikidata.org/wiki/openalex:W4408901929)  
**Source**: https://4ort.xyz/entity/video-deepfake-detection-using-a-hybrid-cnn-lstm-transformer-model-for-identity-verification