Browsing by Subject "convergence analysis"

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    • Collaborative Byzantine Resilient Federated Learning 

      Gouissem, A.; Abualsaud, K.; Yaacoub, E.; Khattab, T.; Guizani, M. ( Institute of Electrical and Electronics Engineers Inc. , 2023 , Article)
      Federated learning (FL) enables an effective and private distributed learning process. However, it is vulnerable against several types of attacks, such as Byzantine behaviors. The first purpose of this work is to demonstrate ...

    • Modified Particle Filters for Detection of False Data Injection Attacks and State Estimation in Networked Nonlinear Systems 

      Sadeghzadeh-Nokhodberiz, Nargess; Meskin, Nader; Hasanzadeh, Saeed ( Institute of Electrical and Electronics Engineers Inc. , 2022 , Article)
      Networked control systems which transfer data over communication networks may suffer from malicious cyber attacks by injecting false data to the transferred information. Such attacks can cause performance degradation of ...