Browsing by Author "Hassine, Kawther"

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    • Data Augmentation for Intrusion Detection and Classification in Cloud Networks 

      Chkirbene, Zina; Abdallah, Habib Ben; Hassine, Kawther; Hamila, Ridha; Erbad, Aiman ( IEEE , 2021 , Conference Paper)
      Cloud computing is a paradigm that provides multiple services over the internet with high flexibility in a cost-effective way. However, the growth of cloud-based services comes with major security issues. Recently, machine ...

    • Important complexity reduction of random forest in multi-classification problem 

      Hassine, Kawther; Erbad, Aiman; Hamila, Ridha ( Institute of Electrical and Electronics Engineers Inc. , 2019 , Conference Paper)
      Algorithm complexity in machine learning problems has been a real concern especially with large-scaled systems. By increasing data dimensionality, a particular emphasis is placed on designing computationally efficient ...