Edge Intelligence Security: A BN-LightGBM-Based Lightweight Intrusion Detection Framework and Benchmark Validation for the Internet of Vehicles

Authors: Yang, Hui-Chen, Chou, Hsien-Cheng, Chiang, Chien-Lin

Source: 2026 International Conference on System Science and Engineering (ICSSE) System Science and Engineering (ICSSE), 2026 International Conference on. :1-5 Aug, 2026

Relation: 2026 International Conference on System Science and Engineering (ICSSE)

PPT-AMA: Privacy Protection and Traceability Anonymous Mutual Authentication Protocol for Heterogeneous Vehicular Networks

Authors: Wu, Y., Gong, B., Zhu, H., Gong, M., Li, Z., Hu, J., Meng, W.

Source: IEEE Transactions on Intelligent Transportation Systems IEEE Trans. Intell. Transport. Syst. Intelligent Transportation Systems, IEEE Transactions on. 27(10):12112-12128 Oct, 2026

Stochastic Geometry Analysis of RIS-Assisted Localization in Internet of Vehicles

Authors: Song, X., Tang, W., Tian, L., Jin, Y., Qiu, T.

Source: IEEE Internet of Things Journal IEEE Internet Things J. Internet of Things Journal, IEEE. 13(19):44920-44936 Oct, 2026

A Survey on Blockchain Intelligence-Based Trust Management for Internet of Vehicles

Authors: Wang, Z., Md Noor, R., Mat Kiah, M.L., Sadakane, K., Jabbarpour, M.R.

Source: IEEE Internet of Things Journal IEEE Internet Things J. Internet of Things Journal, IEEE. 13(19):44196-44220 Oct, 2026

Intelligent Semantic Agents Empowered Internet of Vehicles Towards 6G

Authors: Cao, H., Liu, M., Kaur, K., Guizani, M., Alrashoud, M.

Source: IEEE Wireless Communications IEEE Wireless Commun. Wireless Communications, IEEE. 33(5):89-95 Oct, 2026

FedOTO: Toward Low-Latency Drowsiness Detection Service in IoV via Structured Federated Pruning

Authors: He, Y., Wang, L., Xu, J., Wang, P., Liu, L.

Source: IEEE Transactions on Mobile Computing IEEE Trans. on Mobile Comput. Mobile Computing, IEEE Transactions on. 25(10):16557-16572 Oct, 2026

DPTAG: Game-Theoretic Private Resource Allocation for Internet of Vehicles

Authors: Yin, L., Zhang, L., Liang, H., Li, Y., Long, Q.

Source: IEEE Internet of Things Journal IEEE Internet Things J. Internet of Things Journal, IEEE. 13(18):43059-43070 Sep, 2026

Context-Aware and Privacy-Preserving Trust Management Framework for Internet of Vehicles: Formal Models, Adaptive Consensus, and Real-World Validation

Authors: Aloufi, E.M.

Source: IEEE Internet of Things Journal IEEE Internet Things J. Internet of Things Journal, IEEE. 13(18):43041-43058 Sep, 2026

A Rational Collaborative Cross-Domain Authentication Scheme for IoV

Authors: Lingqin, R., Changgen, P., Weijie, T.

Source: IEEE Internet of Things Journal IEEE Internet Things J. Internet of Things Journal, IEEE. 13(18):43140-43152 Sep, 2026

A Series-Coupled Circularly Polarized Antenna by Alternating Electric and Magnetic Couplings for Internet of Vehicles Communication

Authors: Hao, J., Zhu, L., Li, H.

Source: IEEE Internet of Things Journal IEEE Internet Things J. Internet of Things Journal, IEEE. 13(18):42897-42906 Sep, 2026

Asynchronous Federated Learning With Dynamic Differential Privacy for Intrusion Detection in Vehicle--Road Collaboration System

Authors: Yao, W., Zhao, H.

Source: IEEE Internet of Things Journal IEEE Internet Things J. Internet of Things Journal, IEEE. 13(18):42485-42503 Sep, 2026

EdgeSAC: Graph Neural Soft Actor-Critic for Hierarchical IoV Resource Management

Authors: Raza, A., Borhan, U.M., Che, Y., Jie, C., Wang, L.

Source: IEEE Transactions on Mobile Computing IEEE Trans. on Mobile Comput. Mobile Computing, IEEE Transactions on. 25(9):15014-15026 Sep, 2026

Collaborative Multiagent Computation Offloading in Digital Twin-Driven IoV Networks

Authors: Bao, S., Jin, L., Duan, W., Gu, X., Zhu, H., Zhang, G.

Source: IEEE Transactions on Industrial Informatics IEEE Trans. Ind. Inf. Industrial Informatics, IEEE Transactions on. 22(9):8326-8337 Sep, 2026

FedGAW: Federated Learning With Insights of Gradient Based Update for Heterogeneous Devices

Authors: Xu, J., Zhu, T., Dai, C., Guo, B., Chen, F., Moussa, S., Liu, X.

Source: IEEE Transactions on Vehicular Technology IEEE Trans. Veh. Technol. Vehicular Technology, IEEE Transactions on. 75(9):21527-21538 Sep, 2026

PPPV: Privacy-Preserving Position Verification for Internet of Vehicles Monitoring Against Malicious Attacks

Authors: Liu, X., Lian, Y., Jia, L., Wang, F., Xiong, N.N., Xu, G., Chen, X., Luo, D.

Source: IEEE Internet of Things Journal IEEE Internet Things J. Internet of Things Journal, IEEE. 13(16):38252-38271 Aug, 2026

RDFDS: A Federated Learning Defense Framework in IoV With Fast Distillation Synthesis and Clustering-Based Aggregation

Authors: Zhang, L., Zhang, X., Qin, H., Wang, H., Lin, Z.

Source: IEEE Internet of Things Journal IEEE Internet Things J. Internet of Things Journal, IEEE. 13(16):38021-38035 Aug, 2026

A Dynamic Decision and Security Framework for Internet of Vehicles by Enhanced Localization Using Deep Reinforcement Learning

Authors: Heidari, A., Li, H., Passerone, R., Navimipour, N.J., Lee, K.I.

Source: IEEE Internet of Things Journal IEEE Internet Things J. Internet of Things Journal, IEEE. 13(16):36712-36725 Aug, 2026

OCDS: Consortium Blockchain-Empowered Oblivious and Consistent Data Asset Sharing for Internet of Vehicles

Authors: Qi, S., Li, K., Wei, W., Yang, X.

Source: IEEE Internet of Things Journal IEEE Internet Things J. Internet of Things Journal, IEEE. 13(16):36307-36321 Aug, 2026

Edge-Deployable Trust-Weighted Hybrid BFT for Real-Time IoV Data Sharing With Dynamic Behavior Graphs

Authors: Zhang, Y., Li, C., Liu, L., Xu, X.

Source: IEEE Internet of Things Journal IEEE Internet Things J. Internet of Things Journal, IEEE. 13(15):33939-33953 Aug, 2026

Planar Wideband Circularly Polarized ME Dipole Antenna Array for mmWave IoV Front-End Applications

Authors: Desai, A., Tsao, Y., Bhojani, N., Hsu, H.

Source: IEEE Internet of Things Journal IEEE Internet Things J. Internet of Things Journal, IEEE. 13(15):34967-34976 Aug, 2026