Detection and Mitigation of Targeted Data Poisoning Attacks in Federated Learning.
Pinar ErbilMehmet Emre GursoyPublished in: DASC/PiCom/CBDCom/CyberSciTech (2022)
Keyphrases
- data sets
- prior knowledge
- database
- synthetic data
- data collection
- data processing
- data sources
- learning process
- data quality
- data analysis
- reinforcement learning
- data points
- image data
- raw data
- online learning
- high dimensional data
- training data
- learning algorithm
- human experts
- learning tasks
- network structure
- background knowledge
- missing data
- bayesian networks
- collaborative learning
- supervised learning
- end users