• A new multi-label dataset for Web attacks CAPEC classification using machine learning techniques 

      Sureda Riera, Tomás; Bermejo Higuera, Juan Ramón ; Bermejo-Higuera, Javier ; Martínez Herraiz, José-Javier; Sicilia, Juan Antonio (Computers & Security, 2022)
      Context: There are many datasets for training and evaluating models to detect web attacks, labeling each request as normal or attack. Web attack protection tools must provide additional information on the type of attack ...
    • Interactive Causal Correlation Space Reshape for Multi-Label Classification 

      Zhang, Chao; Cheng, Yusheng; Wang, Yibin; Xu, Yuting (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 09/2022)
      Most existing multi-label classification models focus on distance metrics and feature spare strategies to extract specific features of labels. Those models use the cosine similarity to construct the label correlation matrix ...