… evaluated as statistical learning problems with channel state information (CSI) for different
… “Physical detection of misbehavior in relay systems with unreliable channel state information…

… the data broadcast is trustworthy. Data-centric misbehavior … The RSUs can then relay
this information to the vehicles … physical layer properties, such as channel state information (…

… The first one is the dependence on channel state information … we investigate the physical
layer attack detection problem for … only consider misbehavior of one potential malicious relay …

… Such inaccurate information leads to inconsistencies and … vehicles based on the
communication channel status [36-41]. … can be estimated in the physical layer of the wireless …

… strictly proven by hypothesis testing and had high reliability. … behaviour of nodes in message
relaying. At the same time, … In addition, the proposed detection considered the physical …

… Likewise, a relay node is discarded when it becomes untrusted while our misbehavior detection
… and IR Chen, ‘‘Effect of intrusion detection and response on reliability of cyber physical …

… inaccurate, unreliable, and false data by intruders create traffic illusions that may cause loss
of lives and assets. Although several solutions for misbehavior detection … to physical damage…

… its own community and refuses to relay messages for other … VANET of transportation
cyber-physical system is proposed in [… based forwarder selection is not reliable thus it is used until …

… sparsely alongside roads to facilitate data relay to OBU/RSU, … reliability information to the
data shared among multi-agent … mechanism on the physical layer to detect location spoofing …

… stations through physical information. Ali et al. proposed a scheme where UE can detect false
… the safety and reliability of a system and is a key metric for detecting abnormal behavior of …