SPoiL: Sybil-Based Untargeted Data Poisoning Attacks in Federated Learning.
Zhuotao LianChen ZhangKaixi NanChunhua SuPublished in: NSS (2023)
Keyphrases
- data sets
- data sources
- data points
- data collection
- distributed data
- labeled data
- data processing
- image data
- learning process
- learning algorithm
- data analysis
- computer systems
- databases
- learning systems
- database
- online learning
- decision trees
- end users
- high quality
- active learning
- data model
- prior knowledge
- raw data
- human experts
- learning tasks
- background knowledge
- learned models
- synthetic data
- knowledge acquisition
- input data
- distributed systems
- knowledge discovery
- mobile devices
- training data
- neural network