CNN-GMM approach to identifying data distribution shifts in forgeries caused by noise: a step towards resolving the deepfake problem.
Roaa Mohamed AlnafeaLiyth NissiratAida Al-SamawiPublished in: PeerJ Comput. Sci. (2024)
Keyphrases
- data distribution
- data streams
- gaussian mixture model
- digital images
- index structure
- training instances
- data points
- cellular neural networks
- communication cost
- high dimensional data
- r tree
- noise model
- concept drift
- distributed data
- computer vision
- dimensionality reduction
- xml documents
- feature vectors
- database systems
- decision trees
- feature selection
- gaussian mixture
- decision boundary
- neural network