• Applications of deep learning for mobile malware detection: A systematic literature review 

      Catal, Cagatay; Giray, Görkem; Tekinerdogan, Bedir ( Springer Science and Business Media Deutschland GmbH , 2022 , Article Review)
      For detecting and resolving the various types of malware, novel techniques are proposed, among which deep learning algorithms play a crucial role. Although there has been a lot of research on the development of DL-based ...
    • Applications of deep learning for phishing detection: a systematic literature review 

      Catal, Cagatay; Giray, Görkem; Tekinerdogan, Bedir; Kumar, Sandeep; Shukla, Suyash ( Springer Science and Business Media Deutschland GmbH , 2022 , Article)
      Phishing attacks aim to steal confidential information using sophisticated methods, techniques, and tools such as phishing through content injection, social engineering, online social networks, and mobile applications. To ...
    • Design of a data management reference architecture for sustainable agriculture 

      Giray, Görkem; Catal, Cagatay ( MDPI , 2021 , Article)
      Effective and efficient data management is crucial for smart farming and precision agri-culture. To realize operational efficiency, full automation, and high productivity in agricultural systems, different kinds of data ...