Fairness Evaluation in Deepfake Detection Models using Metamorphic Testing.
Muxin PuMeng Yi KuanNyee Thoang LimChun Yong ChongMei Kuan LimPublished in: MET@ICSE (2022)
Keyphrases
- prior knowledge
- probabilistic model
- false alarms
- object detection
- accurate models
- evaluation criteria
- automatic detection
- detection rate
- complex systems
- evaluation methods
- classification models
- computational models
- experimental data
- information retrieval
- detection algorithm
- evolutionary algorithm
- multi agent systems
- multiscale
- bayesian networks