HINT: Healthy Influential-Noise based Training to Defend against Data Poisoning Attacks.
Minh-Hao VanAlycia N. CareyXintao WuPublished in: ICDM (2023)
Keyphrases
- data sets
- neural network
- noisy data
- knowledge discovery
- synthetic data
- small number
- input data
- data analysis
- data sources
- image data
- missing data
- statistical analysis
- training examples
- training samples
- data quality
- computer systems
- data points
- training data
- high quality
- random noise
- signal to noise ratio
- training dataset
- database
- intrusion detection
- labeled data
- data collection
- end users