Ming Lu
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The paper proposes VerFU, a client-verifiable federated unlearning framework for low-altitude wireless networks that allows devices to ensure the server accurately removes their historical data contributions without revealing the original data.
The paper proposes RPM-Net, a novel framework using a reciprocal point mechanism and adversarial margin constraints to achieve superior detection of unknown network security threats in imbalanced multi-class environments.
Papers
RPM-Net Reciprocal Point MLP Network for Unknown Network Security Threat Detection
Jiachen Zhang, Yueming Lu, Fan Feng, Zhanfeng Wang +2 more
The paper proposes RPM-Net, a novel framework using a reciprocal point mechanism and adversarial margin constraints to achieve superior detection of unknown network security threats in imbalanced mult…