World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
37
Citations
6897
World Ranking
10619
National Ranking
137

Best Publications

  • Privacy-Preserving Blockchain-Based Federated Learning for IoT Devices

    Yang Zhao;Jun Zhao;Linshan Jiang;Rui Tan

  • Communication-efficient federated learning via knowledge distillation

    Unknown

  • Local Differential Privacy-Based Federated Learning for Internet of Things

    Yang Zhao;Jun Zhao;Mengmeng Yang;Teng Wang

  • Privacy and Robustness in Federated Learning: Attacks and Defenses.

    Lingjuan Lyu;Han Yu;Xingjun Ma;Lichao Sun

  • A federated graph neural network framework for privacy-preserving personalization

    Unknown

  • Threats to Federated Learning

    Lingjuan Lyu;Han Yu;Jun Zhao;Qiang Yang

  • Threats to Federated Learning: A Survey

    Lingjuan Lyu;Han Yu;Qiang Yang

  • Data Poisoning Attacks on Federated Machine Learning

    Gan Sun;Yang Cong;Jiahua Dong;Qiang Wang

  • PPFA: Privacy Preserving Fog-Enabled Aggregation in Smart Grid

    Lingjuan Lyu;Karthik Nandakumar;Ben Rubinstein;Jiong Jin

  • FLEAM: A Federated Learning Empowered Architecture to Mitigate DDoS in Industrial IoT

    Jianhua Li;Lingjuan Lyu;Ximeng Liu;Ximeng Liu;Xuyun Zhang

  • Collaborative Fairness in Federated Learning

    Lingjuan Lyu;Xinyi Xu;Qian Wang;Han Yu

  • Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks

    Yige Li;Xixiang Lyu;Nodens Koren;Lingjuan Lyu

  • Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks

    Yige Li;Xixiang Lyu;Nodens Koren;Lingjuan Lyu

  • Fog-Empowered Anomaly Detection in IoT Using Hyperellipsoidal Clustering

    Lingjuan Lyu;Jiong Jin;Sutharshan Rajasegarar;Xuanli He

  • Federated Model Distillation with Noise-Free Differential Privacy

    Unknown

  • <scp>FedBERT</scp>: When Federated Learning Meets Pre-training

    Unknown

  • Anti-Backdoor Learning: Training Clean Models on Poisoned Data

    Yige Li;Xixiang Lyu;Nodens Koren;Lingjuan Lyu

  • Differential Private Knowledge Transfer for Privacy-Preserving Cross-Domain Recommendation

    Unknown

  • Privacy-Preserving Collaborative Deep Learning with Application to Human Activity Recognition

    Lingjuan Lyu;Xuanli He;Yee Wei Law;Marimuthu Palaniswami

  • No One Left Behind: Inclusive Federated Learning over Heterogeneous Devices

    Unknown

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