TY - JOUR
T1 - TFMD-SDVN
T2 - a trust framework for misbehavior detection in the edge of software-defined vehicular network
AU - Nayak, Rajendra Prasad
AU - Sethi, Srinivas
AU - Bhoi, Sourav Kumar
AU - Mohapatra, Debasis
AU - Sahoo, Rashmi Ranjan
AU - Sharma, Pradip Kumar
AU - Puthal, Deepak
PY - 2022/4
Y1 - 2022/4
N2 - In this paper, a trust framework is proposed for misbehavior detection in software defined vehicular networks (TFMD-SDVN) to detect the correct events in the network reported by the trusted or untrusted nodes. The trust value of a node is calculated based on rating, recommendation, and similarity. If the trust value is greater than a threshold, then the event reported by the event reporting node (ERN) is assumed to be correct. The performance of the proposed work is evaluated using OMNeT++ network simulator and SUMO traffic simulator in Veins hybrid framework. The performance parameters taken are True Positive Rate (TPR), False Positive Rate (FPR), Detection Time (DT), and Packet Delivery Ratio (PDR). Simulation results show that the proposed approach performs better than ART scheme, RPRep scheme, and BYOR scheme.
AB - In this paper, a trust framework is proposed for misbehavior detection in software defined vehicular networks (TFMD-SDVN) to detect the correct events in the network reported by the trusted or untrusted nodes. The trust value of a node is calculated based on rating, recommendation, and similarity. If the trust value is greater than a threshold, then the event reported by the event reporting node (ERN) is assumed to be correct. The performance of the proposed work is evaluated using OMNeT++ network simulator and SUMO traffic simulator in Veins hybrid framework. The performance parameters taken are True Positive Rate (TPR), False Positive Rate (FPR), Detection Time (DT), and Packet Delivery Ratio (PDR). Simulation results show that the proposed approach performs better than ART scheme, RPRep scheme, and BYOR scheme.
KW - Event validation
KW - Recommendation
KW - SDVN
KW - Trust
KW - Trusted
KW - Untrusted
UR - http://www.scopus.com/inward/record.url?scp=85122312009&partnerID=8YFLogxK
U2 - 10.1007/s11227-021-04227-z
DO - 10.1007/s11227-021-04227-z
M3 - Article
AN - SCOPUS:85122312009
SN - 0920-8542
VL - 78
SP - 7948
EP - 7981
JO - Journal of Supercomputing
JF - Journal of Supercomputing
IS - 6
ER -