Close the Gate: Detecting Backdoored Models in Federated Learning based on Client-Side Deep Layer Output Analysis.
Phillip RiegerTorsten KraußMarkus MiettinenAlexandra DmitrienkoAhmad-Reza SadeghiPublished in: CoRR (2022)
Keyphrases
- learning process
- deep architectures
- learning models
- learning algorithm
- accurate models
- statistical analysis
- supervised learning
- knowledge acquisition
- data analysis
- prior knowledge
- data sources
- machine learning algorithms
- statistical models
- learning tasks
- neural nets
- hidden variables
- learning rules
- structured prediction
- website
- neural network