• A Firewall Policy Anomaly Detection Framework for Reliable Network Security 

      Togay, Cengiz; Kasif, Ahmet; Catal, Cagatay; Tekinerdogan, Bedir ( Institute of Electrical and Electronics Engineers Inc. , 2022 , Article)
      One of the key challenges in computer networks is network security. For securing the network, various solutions have been proposed, including network security protocols and firewalls. In the case of so-called packet-filtering ...
    • Analysis of cyber security knowledge gaps based on cyber security body of knowledge 

      Catal, Cagatay; Ozcan, Alper; Donmez, Emrah; Kasif, Ahmet ( Springer , 2022 , Article)
      Due to the increasing number of cyber incidents and overwhelming skills shortage, it is required to evaluate the knowledge gap between cyber security education and industrial needs. As such, the objective of this study is ...
    • Energy load forecasting using a dual-stage attention-based recurrent neural network 

      Ozcan, Alper; Catal, Cagatay; Kasif, Ahmet ( MDPI , 2021 , Article)
      Providing a stable, low-price, and safe supply of energy to end-users is a challenging task. The energy service providers are affected by several events such as weather, volatility, and special events. As such, the prediction ...