Blades: A Unified Benchmark Suite for Byzantine Attacks and Defenses in Federated Learning.
Shenghui LiEdith C. H. NgaiFanghua YeLi JuTianru ZhangThiemo VoigtPublished in: IoTDI (2024)
Keyphrases
- learning algorithm
- learning process
- learning tasks
- knowledge acquisition
- data sets
- active learning
- high speed
- benchmark suite
- inductive inference
- incremental learning
- learning systems
- lightweight
- online learning
- supervised learning
- prior knowledge
- multi agent
- reinforcement learning
- access control
- probabilistic model
- mobile learning
- fault tolerant
- case study
- machine learning