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Liehuang Zhu

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2026

SLA-Aware RSU-Edge Delegate Orchestration for IoV Consensus

Ensuring reliable and timely consensus among Internet of Vehicles (IoV) nodes is critical for safety and operational efficiency, particularly under high mobility and dynamic network conditions. Traditional consensus protocols, however, do not explicitly incorporate service-level objectives (SLOs) such as commit latency...

Awais Bilal, Kashif Sharif, Lie-Huang Zhu et al. · 0 citations
2026

GeoPrivd: Geospatial Privacy-Preserving Urban Traffic Video Analytics Queries With Trajectory-Level Sensitivity Control

Urban-scale video analytics systems hold significant promise for traffic monitoring, pedestrian flow estimation and public safety. However, the acquisition and processing of spatio-temporal data extracted from traffic videos pose significant challenges to individual privacy. Existing approaches often rely on trusted tr...

Wenyu Xu, Song Yang, Fan Li et al. · 0 citations
Open access 2026

Fed-CBE: Client-Side Backdoor Elimination in Federated Learning via Persistent Parameter Disruption

Fed-CBE is proposed, a novel client-side defense algorithm that eliminates backdoors through three synergistic mechanisms: periodic alternating layer resetting disrupts deep parameters to dismantle cross-round backdoor accumulation, and indiscriminate forgetting employs entropy maximization on non-ground-truth classes...

Chun-Hai Li, Yun-Hui Shen, Ming Xie et al. · 0 citations

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