Collaborative Machine Learning: Schemes, Robustness, and Privacy.
Sign Up to like & getrecommendations! Published in 2022 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2022.3169347
Abstract: Distributed machine learning (ML) was originally introduced to solve a complex ML problem in a parallel way for more efficient usage of computation resources. In recent years, such learning has been extended to satisfy other… read more here.
Keywords: training data; learning schemes; collaborative machine; machine learning ... See more keywords
Security Analysis of Discrete Nonlinear Systems With Injection Attacks Under Iterative Learning Schemes
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Systems, Man, and Cybernetics: Systems"
DOI: 10.1109/tsmc.2020.3010121
Abstract: In this study, the security problem of discrete nonlinear systems with injection attacks is discussed by designing two kinds of iterative learning schemes with the partial information and delay. The definitions of security and insecurity… read more here.
Keywords: injection; learning schemes; discrete nonlinear; iterative learning ... See more keywords