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Kwok‐Yan Lam

  1. Open Problems in Machine Unlearning for AI Safety
    2025/01/09 by Fazl Barez, Tingchen Fu, Barez, Fazl +39 · 6 voices · 26 citations
    Engineering · #Fault Detection and Control Systems
  2. Local Differential Privacy and Its Applications: A Comprehensive Survey
    2020/08/09 by Mengmeng Yang, Lingjuan Lyu, Yang, Mengmeng +7 · 19 citations
    Computer Science · Social Sciences · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data
  3. A Survey on Federated Unlearning: Challenges, Methods, and Future Directions
    2023/10/31 by Ziyao Liu, Yu Jiang, Liu, Ziyao +10 · 19 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #COVID-19 diagnosis using AI #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
  4. Dipping PLMs Sauce: Bridging Structure and Text for Effective Knowledge Graph Completion via Conditional Soft Prompting
    2023/07/04 by Chen Chen, Chen, Chen, Yufei Wang +7 · 8 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  5. Privacy-Preserving Federated Learning for UAV-Enabled Networks: Learning-Based Joint Scheduling and Resource Management
    2020/11/28 by Helin Yang, Yang, Helin, Jun Zhao +9 · 5 citations
    Computer Science · Engineering · #Advanced Wireless Communication Technologies #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Privacy-Preserving Technologies in Data #Signal Processing (eess.SP) #UAV Applications and Optimization #electronic engineering #information engineering
  6. Privacy-Preserving Aggregation in Federated Learning: A Survey
    2022/03/31 by Ziyao Liu, Liu, Ziyao, Jiale Guo +9 · 3 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Cryptography and Data Security
  7. Forewarned is Forearmed: A Survey on Large Language Model-based Agents in Autonomous Cyberattacks
    2025/05/19 by Minrui Xu, Xu, Minrui, Jiani Fan +18 · 10 citations
    Computer Science · #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Network Security and Intrusion Detection #Networking and Internet Architecture (cs.NI) #Topic Modeling
  8. One-Class Knowledge Distillation for Face Presentation Attack Detection
    2022/05/08 by Zhi Li, Li, Zhi, Rizhao Cai +9 · 2 citations
    Computer Science · #Biometric Identification and Security #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis
  9. Privacy-Preserving Federated Unlearning with Certified Client Removal
    2024/04/15 by Ziyao Liu, Huanyi Ye, Liu, Ziyao +11 · 4 citations
    Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
  10. An Analysis of Blockchain Consistency in Asynchronous Networks: Deriving a Neat Bound
    2019/09/14 by Jun Zhao, Zhao, Jun, Jing Tang +9 · 2 citations
    Business, Management and Accounting · Computer Science · #Advanced Queuing Theory Analysis #Blockchain Technology Applications and Security #Cryptography and Security (cs.CR) #Distributed #Distributed systems and fault tolerance #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
  11. LLMs Cannot Reliably Judge (Yet?): A Comprehensive Assessment on the Robustness of LLM-as-a-Judge
    2025/06/11 by Songze Li, Chi Xu, Li, Songze +15 · 7 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection
  12. Knowledge Is Flat: A Seq2Seq Generative Framework for Various Knowledge Graph Completion
    2022/09/15 by Chen Chen, Chen, Chen, Yufei Wang +5 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Graph Neural Networks #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  13. Unlearnable Examples Detection via Iterative Filtering
    2024/08/15 by Y. Yu, Qichen Zheng, Yu, Yi +14 · 4 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning and Data Classification #Neural Networks and Applications
  14. Boosting Black-box Attack to Deep Neural Networks with Conditional Diffusion Models
    2023/10/11 by Renyang Liu, Wei Zhou, Liu, Renyang +9 · 2 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  15. Guaranteeing Data Privacy in Federated Unlearning with Dynamic User Participation
    2024/06/03 by Ziyao Liu, Yu Jiang, Liu, Ziyao +9 · 3 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
  16. Enhancing Federated Learning with spectrum allocation optimization and device selection
    2022/12/27 by Tinghao Zhang, Kwok‐Yan Lam, Zhang, Tinghao +9 · 1 citation
    Computer Science · Engineering · #Advanced MIMO Systems Optimization #Advanced Wireless Communication Technologies #Distributed #FOS: Computer and information sciences #FOS: Electrical engineering #Parallel #Privacy-Preserving Technologies in Data #Signal Processing (eess.SP) #and Cluster Computing (cs.DC) #electronic engineering #information engineering
  17. Towards Physical World Backdoor Attacks against Skeleton Action Recognition
    2024/08/16 by Qichen Zheng, Yi Yu, Zheng, Qichen +9 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  18. Neutralizing Backdoors through Information Conflicts for Large Language Models
    2024/11/27 by Chen Chen, Yuchen Sun, Chen, Chen +7 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  19. Device Scheduling and Assignment in Hierarchical Federated Learning for Internet of Things
    2024/02/04 by Tinghao Zhang, Zhang, Tinghao, Kwok‐Yan Lam +3 · 1 citation
    Computer Science · #Cryptography and Data Security #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)