A Countermeasure Method Using Poisonous Data Against Poisoning Attacks on IoT Machine Learning.
Tomoki ChibaYuichi SeiYasuyuki TaharaAkihiko OhsugaPublished in: Int. J. Semantic Comput. (2021)
Keyphrases
- synthetic data
- input data
- test data
- machine learning
- statistical methods
- missing values
- noisy data
- data analysis
- data collection
- data processing
- countermeasures
- prior information
- preprocessing
- prior knowledge
- image data
- statistical analysis
- missing data
- data structure
- spectral clustering
- model selection
- training samples
- clustering method
- support vector machine
- high dimensional data
- training data
- xml documents
- machine learning methods
- active learning
- probabilistic model
- data points
- knowledge discovery
- data mining techniques
- data management
- management system