Friendly Noise against Adversarial Noise: A Powerful Defense against Data Poisoning Attacks.
Tian Yu LiuYu YangBaharan MirzasoleimanPublished in: CoRR (2022)
Keyphrases
- missing data
- noisy data
- data sets
- data collection
- input data
- noise level
- database
- statistical analysis
- training data
- random noise
- signal to noise ratio
- synthetic data
- data processing
- image data
- data distribution
- data points
- data sources
- prior knowledge
- computer systems
- digital images
- databases
- original data
- gaussian noise
- noise model
- data structure