Android mobile malware detection using machine learning: A systematic review

J Senanayake, H Kalutarage, MO Al-Kadri - Electronics, 2021 - mdpi.com
With the increasing use of mobile devices, malware attacks are rising, especially on Android
phones, which account for 72.2% of the total market share. Hackers try to attack …

Future IoT‐enabled threats and vulnerabilities: State of the art, challenges, and future prospects

A Srivastava, S Gupta, M Quamara… - International Journal …, 2020 - Wiley Online Library
In the recent era, the security issues affecting the future Internet‐of‐Things (IoT) standards
has fascinated noteworthy consideration from numerous research communities. In this view …

Android inter-app communication threats and detection techniques

S Bhandari, WB Jaballah, V Jain, V Laxmi… - Computers & …, 2017 - Elsevier
With the digital breakthrough, smart phones have become very essential component for
many routine tasks like shopping, paying bills, transferring money, instant messaging …

Automated generation of colluding apps for experimental research

J Blasco, TM Chen - Journal of Computer Virology and Hacking …, 2018 - Springer
Colluding apps bypass the security measures enforced by sandboxed operating systems
such as Android. App collusion can be a real threat in cloud environments as well. Research …

Blackmarket-driven collusion on online media: a survey

HS Dutta, T Chakraborty - ACM/IMS Transactions on Data Science (TDS …, 2022 - dl.acm.org
Online media platforms have enabled users to connect with individuals and organizations,
and share their thoughts. Other than connectivity, these platforms also serve multiple …

Inviseal: A stealthy dynamic analysis framework for android systems

S Kumar, D Mishra, B Panda, SK Shukla - Digital Threats: Research and …, 2023 - dl.acm.org
With wide adaptation of open-source Android into mobile devices by different device
vendors, sophisticated malware are developed to exploit security vulnerabilities. As …

Towards a threat assessment framework for apps collusion

HK Kalutarage, HN Nguyen, SA Shaikh - Telecommunication systems, 2017 - Springer
App collusion refers to two or more apps working together to achieve a malicious goal that
they otherwise would not be able to achieve individually. The permissions based security …

Android Collusion: Detecting Malicious Applications Inter-Communication through SharedPreferences

R Casolare, F Martinelli, F Mercaldo, A Santone - Information, 2020 - mdpi.com
The Android platform is currently targeted by malicious writers, continuously focused on the
development of new types of attacks to extract sensitive and private information from our …

Colluding android apps detection via model checking

R Casolare, F Martinelli, F Mercaldo, V Nardone… - … Artificial Intelligence and …, 2020 - Springer
The application collusion attack is a new form of threat that is becoming widespread in
mobile environment. This technique requires that two or more apps cooperate in some way …

Detecting colluding inter-app communication in mobile environment

R Casolare, F Martinelli, F Mercaldo, A Santone - Applied Sciences, 2020 - mdpi.com
The increase in computing capabilities of mobile devices has, in the last few years, made
possible a plethora of complex operations performed from smartphones and tablets end …