Evaluation of data poisoning attacks on federated learning-based network intrusion detection system.
Yuemeng ZhangYong ZhangZhao ZhangHaonan BaiTianyi ZhongMei SongPublished in: HPCC/DSS/SmartCity/DependSys (2022)
Keyphrases
- data sets
- prior knowledge
- database
- data collection
- learning process
- data structure
- data sources
- image data
- data analysis
- learning models
- training data
- raw data
- data quality
- data distribution
- synthetic data
- statistical analysis
- distributed data
- online learning
- reinforcement learning
- knowledge acquisition
- data processing
- labeled data
- input data
- missing data
- background knowledge
- semi supervised
- data points
- high dimensional
- learning algorithm