Author

Yan Zhang

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Conference Open access Sep 2026

NeighborWatch: Collaborative Detection of Malicious Devices in Overlapping Camera Networks

Overlapping Camera Networks (OCNs) play a critical role in applications such as urban surveillance and public safety. However, their distributed architecture exposes them to threats from compromised cameras capable of submitting forged images. In this paper, we present NeighborWatch, the first unified framework to dete...

Zhou Yu, Ang Li, Yan Zhang et al. · IEEE Conference on Communica... · 0 citations

#diffusion models Book Open access Nov 2026

TrustSense: Structure-Adaptive Trust Inference for Resilient Cooperative IoT Sensing

This work presents TrustSense, a structure-adaptive GNN framework for per-report trust evaluation, which represents active devices as a dynamic graph and maps each report's neighborhood-based reconstruction residual to a trust score.

Ruo-Bing Li, Yan Zhang, Yan Zhang et al. · Proceedings of the Twenty-se... · 0 citations