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6 Results Found

  • Article
  • Open Access
19 Citations
3,083 Views
16 Pages

A Zero False Positive Rate of IDS Based on Swin Transformer for Hybrid Automotive In-Vehicle Networks

  • Shanshan Wang,
  • Hainan Zhou,
  • Haihang Zhao,
  • Yi Wang and ,
  • Anyu Cheng and
  • Jin Wu
  • + 1 author+ 0 author

Software-defined vehicles (SDVs) make automotive systems more intelligent and adaptable, and this transformation relies on hybrid automotive in-vehicle networks that refer to multiple protocols using automotive Ethernet (AE) or a controller area netw...

  • Review
  • Open Access
60 Citations
14,782 Views
33 Pages

Modern vehicles are no longer simply mechanical devices. Connectivity between the vehicular network and the outside world has widened the security holes that hackers can use to exploit a vehicular network. Controller Area Network (CAN), FlexRay, and...

(This article belongs to the Section Networks)
  • Article
  • Open Access
4 Citations
2,477 Views
18 Pages

Optimized Hybrid Ensemble Intrusion Detection for VANET-Based Autonomous Vehicle Security

  • Ahmad Aloqaily,
  • Emad E. Abdallah,
  • Aladdin Baarah,
  • Mohammad Alnabhan and ,
  • Esra’a Alshdaifat and
  • Hind Milhem
  • + 1 author+ 0 author

3 October 2025

Connected and Autonomous Vehicles are promising for advancing traffic safety and efficiency. However, the increased connectivity makes these vehicles vulnerable to a broad array of cyber threats. This paper presents a novel hybrid approach for intrus...

(This article belongs to the Special Issue Emerging Trends and Applications in Vehicular Ad Hoc Networks)
  • Article
  • Open Access
74 Citations
6,656 Views
24 Pages

Intrusion Detection for in-Vehicle Communication Networks: An Unsupervised Kohonen SOM Approach

  • Vita Santa Barletta,
  • Danilo Caivano,
  • Antonella Nannavecchia and
  • Michele Scalera

The diffusion of embedded and portable communication devices on modern vehicles entails new security risks since in-vehicle communication protocols are still insecure and vulnerable to attacks. Increasing interest is being given to the implementation...

(This article belongs to the Section Smart System Infrastructure and Applications)
  • Article
  • Open Access
1 Citations
1,335 Views
21 Pages

3 July 2025

With the rapid development of smart connected vehicles, vehicle network communications demand high-speed data transmission to support advanced automotive services. Millimeter Wave (mmWave) communication offers fast data rates, strong anti-interferenc...

(This article belongs to the Special Issue Symmetry/Asymmetry in Future Wireless Networks)
  • Article
  • Open Access
920 Views
20 Pages

A Hybrid Approach to Universal Intrusion Detection Systems for Automotive Security

  • Md Rezanur Islam,
  • Mahdi Sahlabadi,
  • Munkhdelgerekh Batzorig and
  • Kangbin Yim

27 February 2026

Security measures are essential in the automotive industry to detect intrusions in-vehicle networks. However, developing a one-size-fits-all intrusion detection system (IDS) is challenging because each vehicle has a unique data profile. This is due t...

(This article belongs to the Section Vehicular Sensing)