Advanced Deepfake Detection using Machine Learning Algorithms: A Statistical Analysis and Performance Comparison.
Md. Shohel RanaAndrew H. SungPublished in: ICICT (2024)
Keyphrases
- machine learning algorithms
- statistical analysis
- benchmark data sets
- machine learning
- learning algorithm
- machine learning methods
- predictive accuracy
- decision trees
- learning problems
- machine learning systems
- detection algorithm
- random forests
- statistical methods
- transfer learning
- machine learning models
- clinical data
- input features
- supervised learning algorithms
- statistical analyses
- standard machine learning algorithms
- data sets
- active learning
- learning models
- support vector
- feature selection