CPS Attack Detection under Limited Local Information in Cyber Security: A Multi-node Multi-class Classification Ensemble Approach. (arXiv:2209.00170v1 [cs.CR])

Cybersecurity breaches are the common anomalies for distributed
cyber-physical systems (CPS). However, the cyber security breach classification
is still a difficult problem, even using cutting-edge artificial intelligence
(AI) approaches. In this paper, we study the multi-class classification problem
in cyber security for attack detection. A challenging multi-node data-censoring
case is considered. In such a case, data within each data center/node cannot be
shared while the local data is incomplete. Particularly, local nodes contain
only a part of the multiple classes. …

attack class classification cyber cyber security detection information local node security under