Deepfake Detection Analyzing Hybrid Dataset Utilizing CNN and SVM.
Jacob MalletLaura PryorRushit DaveMounika VanamalaPublished in: CoRR (2023)
Keyphrases
- object detectors
- support vector
- cellular neural networks
- knn
- detection rate
- detection method
- object detection
- support vector machine
- support vector machine svm
- false alarms
- multi class
- detection accuracy
- detection algorithm
- feature selection
- false positives
- machine learning
- automatic detection
- synthetic datasets
- kernel function
- classification accuracy
- training data
- computer vision
- database
- benchmark datasets
- face detection
- text classification
- decision trees
- training dataset
- fold cross validation
- svm classification
- text classification tasks