Matches in SemOpenAlex for { <https://semopenalex.org/work/W4281958761> ?p ?o ?g. }
Showing items 1 to 85 of
85
with 100 items per page.
- W4281958761 abstract "Wireless Communication and Artificial Intelligence are at the heart of driving the evolution in the transportation industry. Cooperative Intelligent Transportation Systems adopt vehicle-to-vehicle (V2V) technology to allow vehicles to exchange real-time information about speed, heading, and location wirelessly with their surrounding vehicles. Such technology has remarkable benefits for improving vehicles’ safety and awareness, albeit imposing many security risks. Despite the evolving efforts to employ authentication mechanisms, there is no guarantee that the exchanged data is trustworthy. Security breaches causing falsified data can aggressively lead to severe safety damages within vehicular networks. This paper proposes, BoostGuard, a novel interpretable framework for detecting falsified data exchanged as part of five different types of position forging attacks against vehicular networks. BoostGuard mainly adopts data science principles and leverages advanced machine learning techniques (i.e., boosting decision tree ensemble) to boost its generalization capabilities for precisely detecting and classifying attack types. Extensive experiments are conducted over an open-source dataset, reflecting dynamic real-world vehicular environments. The evaluation results demonstrate that our solution outperforms existing solutions with high detection effectiveness and computational time efficiency." @default.
- W4281958761 created "2022-06-13" @default.
- W4281958761 creator A5008462534 @default.
- W4281958761 creator A5076125701 @default.
- W4281958761 date "2022-04-25" @default.
- W4281958761 modified "2023-09-24" @default.
- W4281958761 title "BoostGuard: Interpretable Misbehavior Detection in Vehicular Communication Networks" @default.
- W4281958761 cites W2028397517 @default.
- W4281958761 cites W2079085665 @default.
- W4281958761 cites W2099005886 @default.
- W4281958761 cites W2148143831 @default.
- W4281958761 cites W2203968176 @default.
- W4281958761 cites W2752449160 @default.
- W4281958761 cites W2771179281 @default.
- W4281958761 cites W2776458791 @default.
- W4281958761 cites W2800112063 @default.
- W4281958761 cites W2910871229 @default.
- W4281958761 cites W2946217016 @default.
- W4281958761 cites W2962853428 @default.
- W4281958761 cites W2964314709 @default.
- W4281958761 cites W2982952033 @default.
- W4281958761 cites W2986229993 @default.
- W4281958761 cites W3026549821 @default.
- W4281958761 cites W3045657906 @default.
- W4281958761 cites W3048207230 @default.
- W4281958761 cites W3094692755 @default.
- W4281958761 cites W3100121400 @default.
- W4281958761 cites W3102476541 @default.
- W4281958761 cites W3139312002 @default.
- W4281958761 doi "https://doi.org/10.1109/noms54207.2022.9789771" @default.
- W4281958761 hasPublicationYear "2022" @default.
- W4281958761 type Work @default.
- W4281958761 citedByCount "4" @default.
- W4281958761 countsByYear W42819587612022 @default.
- W4281958761 countsByYear W42819587612023 @default.
- W4281958761 crossrefType "proceedings-article" @default.
- W4281958761 hasAuthorship W4281958761A5008462534 @default.
- W4281958761 hasAuthorship W4281958761A5076125701 @default.
- W4281958761 hasConcept C127413603 @default.
- W4281958761 hasConcept C134306372 @default.
- W4281958761 hasConcept C148417208 @default.
- W4281958761 hasConcept C154945302 @default.
- W4281958761 hasConcept C177148314 @default.
- W4281958761 hasConcept C192448918 @default.
- W4281958761 hasConcept C22212356 @default.
- W4281958761 hasConcept C33923547 @default.
- W4281958761 hasConcept C38652104 @default.
- W4281958761 hasConcept C41008148 @default.
- W4281958761 hasConcept C46686674 @default.
- W4281958761 hasConcept C47796450 @default.
- W4281958761 hasConcept C555944384 @default.
- W4281958761 hasConcept C76155785 @default.
- W4281958761 hasConcept C94523657 @default.
- W4281958761 hasConceptScore W4281958761C127413603 @default.
- W4281958761 hasConceptScore W4281958761C134306372 @default.
- W4281958761 hasConceptScore W4281958761C148417208 @default.
- W4281958761 hasConceptScore W4281958761C154945302 @default.
- W4281958761 hasConceptScore W4281958761C177148314 @default.
- W4281958761 hasConceptScore W4281958761C192448918 @default.
- W4281958761 hasConceptScore W4281958761C22212356 @default.
- W4281958761 hasConceptScore W4281958761C33923547 @default.
- W4281958761 hasConceptScore W4281958761C38652104 @default.
- W4281958761 hasConceptScore W4281958761C41008148 @default.
- W4281958761 hasConceptScore W4281958761C46686674 @default.
- W4281958761 hasConceptScore W4281958761C47796450 @default.
- W4281958761 hasConceptScore W4281958761C555944384 @default.
- W4281958761 hasConceptScore W4281958761C76155785 @default.
- W4281958761 hasConceptScore W4281958761C94523657 @default.
- W4281958761 hasFunder F4320334593 @default.
- W4281958761 hasLocation W42819587611 @default.
- W4281958761 hasOpenAccess W4281958761 @default.
- W4281958761 hasPrimaryLocation W42819587611 @default.
- W4281958761 hasRelatedWork W1976816524 @default.
- W4281958761 hasRelatedWork W2030496847 @default.
- W4281958761 hasRelatedWork W2058182049 @default.
- W4281958761 hasRelatedWork W2186624932 @default.
- W4281958761 hasRelatedWork W2393203427 @default.
- W4281958761 hasRelatedWork W2787240542 @default.
- W4281958761 hasRelatedWork W3083672913 @default.
- W4281958761 hasRelatedWork W3134614647 @default.
- W4281958761 hasRelatedWork W3168765599 @default.
- W4281958761 hasRelatedWork W2185964874 @default.
- W4281958761 isParatext "false" @default.
- W4281958761 isRetracted "false" @default.
- W4281958761 workType "article" @default.