Unmasking Deepfake Faces from Videos Using An Explainable Cost-Sensitive Deep Learning Approach.
Faysal MahmudYusha AbdullahMinhajul IslamTahsin AzizPublished in: CoRR (2023)
Keyphrases
- cost sensitive
- deep learning
- misclassification costs
- multi class
- cost sensitive learning
- cost sensitive classification
- unsupervised learning
- class distribution
- naive bayes
- video sequences
- face recognition
- machine learning
- mental models
- active learning
- weakly supervised
- support vector machine
- object recognition
- feature extraction
- face images
- higher order
- knowledge discovery
- relation extraction
- data sets