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The Android malware detection systems between hope and reality
Bakour, Khaled; Unver, Halil Murat; Ghanem, Razan (Springer International Publishing Ag, 2019)The widespread use of Android-based smartphones made it an important target for malicious applications' developers. So, a large number of frameworks have been proposed to tackle the huge number of daily published malwares. ... -
The Android Malware Static Analysis: Techniques, Limitations, and Open Challenges
Bakour, Khaled; Unver, H. Murat; Ghanem, Razan (Ieee, 2018)This paper aims to explain static analysis techniques in detail, and to highlight the weaknesses and challenges which face it. To this end, more than 80 static analysis based framework have been studied, and in their light, ... -
Context-dependent model for spam detection on social networks
Ghanem, Razan; Erbay, Hasan (SPRINGER INTERNATIONAL PUBLISHING AG, 2020)Social media platforms are getting an important communication medium in our daily life, and their increasing popularity makes them an ideal platform for spammers to spread spam messages, known as spam problems. Moreover, ... -
A Deep Camouflage: Evaluating Android's Anti-malware Systems Robustness Against Hybridization of Obfuscation Techniques with Injection Attacks
Bakour, Khaled; Unver, Halil Murat; Ghanem, Razan (Springer Heidelberg, 2019)The threats facing smartphones have become one of the most dangerous cyberspace threats; therefore, many solutions have been developed in the commercial or academic domain to address these threats. This paper aims to test ...