Browsing by Author "Şahingöz, Özgür Koray"
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Deep Learning based Malware Detection for Android Systems: A Comparative Analysis
Bayazıt, Esra Çalık; Şahingöz, Özgür Koray; Doğan, Buket (Sveuciliste Josipa Jurja Strossmayera u Osijeku, 2023)Nowadays, cyber attackers focus on Android, which is the most popular open-source operating system, as main target by applying some malicious software (malware) to access users' private information, control the device, ... -
Malware Detection in Android Systems with Traditional Machine Learning Models: A Survey
Bayazıt, Esra Çalık; Şahingöz, Özgür Koray; Doğan, Buket (IEEE, 2020)Due to the increased number of mobile devices, they are integrated in every dimension of our daily life. To execute some sophisticated programs, a capable operating must be set up on them. Undoubtedly, Android is the ... -
Neural Network Based Android Malware Detection with Different IP Coding Methods
Bayazıt, Esra Çalık; Şahingöz, Özgür Koray; Doğan, Buket (IEEE, 2021)Due to the COVID-19 epidemic that has affected the whole world, internet use has increased more than in previous years. Almost all operations and transactions are done over the internet, especially with the use of ... -
Protecting Android Devices from Malware Attacks: A State-of-the-Art Report of Concepts, Modern Learning Models and Challenges
Bayazıt, Esra Çalık; Şahingöz, Özgür Koray; Doğan, Buket (IEEE, 2023)Advancements in microelectronics have increased the popularity of mobile devices like cellphones, tablets, e-readers, and PDAs. Android, with its open-source platform, broad device support, customizability, and integration ... -
UAV Path Planning with Parallel Genetic Algorithms on CUDA Architecture
Çekmez, Uğur; Özsığınan, Mustafa; Aydın, Musa; Şahingöz, Özgür Koray (IEEE, 2014)In recent years, Unmanned Aerial Vehicles (UAVs) have been emerged as an attractive technology for different types of military and civil applications, which have gained importance in academic researches. In these ...