Reinforcement Learning-Based Detection for State Estimation Under False Data Injection

Reinforcement Learning-Based Detection for State Estimation Under False Data Injection

We consider the problem of network security under false data injection attacks over wireless sensor networks.To resist the attacks which can inject false data into communication channels according to a certain probability, we formulate the online attack detection problem as a partially observable Ma...

Full description

Bibliographic Details
Main Authors: Weiliang Jiang, Wen Yang, Jiayu Zhou, Wenjie Ding, Yue Luo, Yun Liu
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Wireless sensor network
false data injection attack
reinforcement learning
partially observable Markov decision process
Online Access:https://ieeexplore.ieee.org/document/9419373/

Similar Items

Similar Items