Secure Feedback to Edge Servers in Distributed Machine Learning Using Rich Clients.
Saki TakanoAkihiro NakaoSaneyasu YamaguchiMasato OguchiPublished in: COMPSAC (2023)
Keyphrases
- machine learning
- central server
- wide area network
- single point of failure
- scalable distributed
- lightweight
- distributed environment
- remote server
- knowledge acquisition
- computer vision
- distributed systems
- multi agent
- machine learning methods
- group communication
- security issues
- client server
- edge detection
- web services
- cooperative
- peer to peer
- feature selection
- decision trees
- computing environments
- information extraction
- text mining
- databases
- mobile clients
- cache consistency
- secure manner
- learning algorithm
- natural language processing
- privacy preserving
- multiscale
- reinforcement learning
- low overhead
- distributed databases
- load balance
- security requirements
- edge information
- support vector machine
- fault tolerant
- data center