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.· IEEE Transactions on Network...· 0 citations
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.· IEEE Transactions on Informa...· 0 citations
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.· IEEE Transactions on Informa...· 0 citations
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