Availability of suitable and validated data is a key issue in multiple domains for
implementing machine learning methods. Higher data dimensionality has adverse effects on …

The ever-increasing growth of online services and smart connectivity of devices have posed
the threat of malware to computer system, android-based smart phones, Internet of Things …

The popularity and flexibility of the Android platform makes it the primary target of malicious
attackers. The behaviors of malware, such as malicious charges and privacy theft, pose …

Android applications are indispensable resources that facilitate communication, health
monitoring, planning, data sharing and synchronization, social interaction, business and …

Malware instances have been extremely used for illegitimate purposes, and new variants of
malware are observed every day. Machine learning in network security is one of the prime …

With approximately 2 billion active devices, the Android operating system tops all other
operating systems in terms of the number of devices using it. Android has gained wide …

Due to the completely open-source nature of Android, the exploitable vulnerability of
malware attacks is increasing. Machine learning, leading to a great evolution in Android …

Malicious software (“malware”) has become one of the serious cybersecurity issues in
Android ecosystem. Given the fast evolution of Android malware releases, it is practically not …

Here, the researchers are trying to prepare a model for identifying whether a patient is
diabetic or not. The Pima Indian Dataset has been used in this case study. There are two …

Android ransomware is a threatening malware that is targeting individuals and enterprises.
Many existing approaches suggested different ransomware detection solutions to protect …