Privacy Threat and Defense for Federated Learning With Non-i.i.d. Data in AIoT.
Zuobin XiongZhipeng CaiDaniel TakabiWei LiPublished in: IEEE Trans. Ind. Informatics (2022)
Keyphrases
- data sets
- data analysis
- prior knowledge
- data sources
- raw data
- learning algorithm
- data structure
- learning process
- database
- data collection
- data publishing
- learning models
- data quality
- original data
- reinforcement learning
- online learning
- data mining techniques
- knowledge discovery
- end users
- training data
- sensitive information
- private information
- distributed data
- privacy concerns
- privacy issues
- e learning