Shui Yu

Research interests

Publications

• When Federated Learning Meets Privacy-Preserving Computation

  ACM Computing Surveys · 2024 · 10.1145/3679013

• A Comprehensive Survey on Poisoning Attacks and Countermeasures in Machine Learning

  ACM Computing Surveys · 2022 · 10.1145/3551636

• Machine Learning-Powered Encrypted Network Traffic Analysis: A Comprehensive Survey

  IEEE Communications Surveys & Tutorials · 2022 · 10.1109/comst.2022.3208196

• Security and Privacy-Enhanced Federated Learning for Anomaly Detection in IoT Infrastructures

  IEEE Transactions on Industrial Informatics · 2021 · 10.1109/tii.2021.3107783

• A survey on incorporating domain knowledge into deep learning for medical image analysis

  Medical Image Analysis · 2021 · 10.1016/j.media.2021.101985

• PoisonGAN: Generative Poisoning Attacks Against Federated Learning in Edge Computing Systems

  IEEE Internet of Things Journal · 2020 · 10.1109/jiot.2020.3023126

• Decentralized Privacy Using Blockchain-Enabled Federated Learning in Fog Computing

  IEEE Internet of Things Journal · 2020 · https://doi.org/10.1109/jiot.2020.2977383

• Security and privacy in 6G networks: New areas and new challenges

  Digital Communications and Networks · 2020 · 10.1016/j.dcan.2020.07.003

• Blockchain Meets Cloud Computing: A Survey

  IEEE Communications Surveys & Tutorials · 2020 · https://doi.org/10.1109/comst.2020.2989392

• Privacy-Preserving Federated Learning in Fog Computing

  IEEE Internet of Things Journal · 2020 · 10.1109/jiot.2020.2987958

• Attacks and defences on intelligent connected vehicles: a survey

  Digital Communications and Networks · 2020 · 10.1016/j.dcan.2020.04.007

• Identification of Encrypted Traffic Through Attention Mechanism Based Long Short Term Memory

  IEEE Transactions on Big Data · 2019 · 10.1109/tbdata.2019.2940675

• Consensus efficiency in group decision making: A comprehensive comparative study and its optimal design

  European Journal of Operational Research · 2018 · 10.1016/j.ejor.2018.11.052

• A Survey on Security Threats and Defensive Techniques of Machine Learning: A Data Driven View

  IEEE Access · 2018 · https://doi.org/10.1109/access.2018.2805680

• Influence analysis in social networks: A survey

  Journal of Network and Computer Applications · 2018 · 10.1016/j.jnca.2018.01.005

• Achieving Secure and Efficient Dynamic Searchable Symmetric Encryption over Medical Cloud Data

  IEEE Transactions on Cloud Computing · 2017 · 10.1109/tcc.2017.2769645

• Joint Optimization of Task Scheduling and Image Placement in Fog Computing Supported Software-Defined Embedded System

  IEEE Transactions on Computers · 2016 · https://doi.org/10.1109/tc.2016.2536019

• Big Privacy: Challenges and Opportunities of Privacy Study in the Age of Big Data

  IEEE Access · 2016 · 10.1109/access.2016.2577036

• Identifying Propagation Sources in Networks: State-of-the-Art and Comparative Studies

  IEEE Communications Surveys & Tutorials · 2016 · 10.1109/comst.2016.2615098

• A Parallel Random Forest Algorithm for Big Data in a Spark Cloud Computing Environment

  IEEE Transactions on Parallel and Distributed Systems · 2016 · https://doi.org/10.1109/tpds.2016.2603511

• Networking for Big Data: A Survey

  IEEE Communications Surveys & Tutorials · 2016 · 10.1109/comst.2016.2610963

• Software-Defined Wireless Networking Opportunities and Challenges for Internet-of-Things: A Review

  IEEE Internet of Things Journal · 2015 · 10.1109/jiot.2015.2480421

• Can We Beat DDoS Attacks in Clouds?

  IEEE Transactions on Parallel and Distributed Systems · 2013 · 10.1109/tpds.2013.181

• Discriminating DDoS Attacks from Flash Crowds Using Flow Correlation Coefficient

  IEEE Transactions on Parallel and Distributed Systems · 2011 · 10.1109/tpds.2011.262

• Computing the Numerical Scale of the Linguistic Term Set for the 2-Tuple Fuzzy Linguistic Representation Model

  IEEE Transactions on Fuzzy Systems · 2009 · 10.1109/tfuzz.2009.2032172

Current projects

No projects listed.