Bab: A novel algorithm for training clean model based on poisoned data.
Chen ChenHaibo HongMande XieJun ShaoTao XiangPublished in: SafeAI@AAAI (2023)
Keyphrases
- input data
- noisy data
- objective function
- optimal solution
- optimization algorithm
- data sets
- learning algorithm
- prior information
- database
- image data
- k means
- cost function
- data mining techniques
- convergence rate
- data collection
- data structure
- search space
- data analysis
- incomplete data
- synthetic data
- spatial data
- spectral clustering
- computational complexity
- training algorithm
- computational cost
- significant improvement
- np hard
- recognition algorithm
- training process
- high quality
- information loss
- training phase
- clustering method
- knowledge discovery
- simulated annealing
- training samples
- original data
- reinforcement learning
- data distribution
- video sequences
- similarity measure
- matching algorithm
- dimensionality reduction
- worst case
- high dimensional data
- data points
- data reduction
- training dataset
- data sources
- dimensional data