Robust Training for Deepfake Detection Models Against Disruption-Induced Data Poisoning.
Jaewoo ParkHong Eun AhnLeo Hyun ParkTaekyoung KwonPublished in: WISA (2023)
Keyphrases
- data sets
- historical data
- knowledge discovery
- synthetic data
- statistical analysis
- labelled data
- learned models
- small number
- probabilistic model
- data analysis
- database
- high quality
- raw data
- statistical methods
- data sources
- training examples
- anomaly detection
- data collection
- data processing
- training set
- experimental data
- end users
- model selection
- input data
- spatial data
- test data
- object detection
- xml documents
- original data
- partial occlusion
- prior knowledge
- databases
- accurate models