VFedAD: A Defense Method Based on the Information Mechanism Behind the Vertical Federated Data Poisoning Attack.
Jinrong LaiTong WangChuan ChenYihao LiZibin ZhengPublished in: CIKM (2023)
Keyphrases
- synthetic data
- prior knowledge
- input data
- raw data
- prior information
- user input
- information loss
- data sets
- information sources
- statistical information
- concept hierarchy
- complex data
- computer systems
- data analysis
- noisy data
- position information
- redundant data
- distributed data
- sensitive information
- information resources
- background knowledge
- multimedia data
- missing values
- database
- training samples
- data sources
- privacy preserving
- clustering method
- data quality
- training data
- probabilistic model
- information extraction
- extracted knowledge
- website
- preprocessing
- end users
- knowledge discovery
- test data
- historical data
- data collection
- sensor data