Deepfake Detection Analyzing Hybrid Dataset Utilizing CNN and SVM.
Jacob MalletLaura PryorRushit DaveMounika VanamalaPublished in: ISMSI (2023)
Keyphrases
- support vector machine svm
- support vector
- false alarms
- object detection
- automatic detection
- detection algorithm
- support vector machine
- detection method
- anomaly detection
- multi class
- generalization ability
- object detectors
- feature selection
- fold cross validation
- benchmark datasets
- cellular neural networks
- detection accuracy
- database
- knn
- training set
- machine learning
- kernel methods
- event detection
- hyperplane
- feature vectors
- training dataset
- image sequences
- data sets