A Robust Framework for Sybil Attack Detection in Vehicular Ad Hoc Networks

arXiv:2606.11667 · cs.CR · Submitted 2026-06-10 · Read on arXiv

cs.CR

Submitted: 2026-06-10

Updated: 2026-09-09

Comments: The experimental results have been updated following a rerun of the experiments, with the corresponding revisions incorporated throughout the manuscript. The manuscript has also been streamlined by eliminating redundant text, figures, tables, and references

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Clustering — 23× in this paper · explained in 2 episodes
• Accuracy — 22× in this paper · explained in 1 episode
• F1 Score — 15× in this paper · explained in 3 episodes
• Verification — 13× in this paper · explained in 2 episodes
• Calibration — 8× in this paper · explained in 7 episodes
• Core — 8× in this paper · explained in 2 episodes
• Event Manager — 6× in this paper
• Proof of Work — 3× in this paper
• Registration Authority — 3× in this paper
• Computational overhead — 2× in this paper · explained in 2 episodes
• Intelligent Transportation Systems — 2× in this paper
• Certificate Authority — 1× in this paper
• Cluster expansion — 1× in this paper · explained in 2 episodes
• Consistency — 1× in this paper · explained in 3 episodes
• Global Positioning System — 1× in this paper
• Resource Constraints — 1× in this paper · explained in 3 episodes

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