Android source code vulnerability detection: a systematic literature review

J Senanayake, H Kalutarage, MO Al-Kadri… - ACM Computing …, 2023 - dl.acm.org
The use of mobile devices is rising daily in this technological era. A continuous and
increasing number of mobile applications are constantly offered on mobile marketplaces to …

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 …

Android Code Vulnerabilities Early Detection Using AI-Powered ACVED Plugin

J Senanayake, H Kalutarage, MO Al-Kadri… - IFIP Annual Conference …, 2023 - Springer
During Android application development, ensuring adequate security is a crucial and
intricate aspect. However, many applications are released without adequate security …

Deep-layer clustering to identify permission usage patterns of android app categories

Z Namrud, S Kpodjedo, A Bali, C Talhi - IEEE Access, 2022 - ieeexplore.ieee.org
With the increasing usage of smartphones in banks, medical services and m-commerce, and
the uploading of applications from unofficial sources, security has become a major concern …

[HTML][HTML] Probing androvul dataset for studies on android malware classification

N Zakeya, K Ségla, T Chamseddine… - Journal of King Saud …, 2022 - Elsevier
Security issues in mobile apps are increasingly relevant as this software have become part
of the daily life of billions of people. As the dominant OS, Android is a primary target for ill …

Empirical validation of automated vulnerability curation and characterization

A Okutan, P Mell, M Mirakhorli… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Prior research has shown that public vulnerability systems such as US National Vulnerability
Database (NVD) rely on a manual, time-consuming, and error-prone process which has led …

[HTML][HTML] Defendroid: Real-time Android code vulnerability detection via blockchain federated neural network with XAI

J Senanayake, H Kalutarage, A Petrovski… - Journal of Information …, 2024 - Elsevier
Ensuring strict adherence to security during the phases of Android app development is
essential, primarily due to the prevalent issue of apps being released without adequate …

Green Requirement Engineering: Towards Sustainable Mobile Application Development and Internet of Things

M Tanveer, HH Khan, MN Malik, Y Alotaibi - Sustainability, 2023 - mdpi.com
Mobile usage statistics show the one thing that cannot be overlooked, which is the
overwhelming usage of smartphones. According to the statistics, there are approximately 6.4 …

Labelled Vulnerability Dataset on Android source code (LVDAndro) to develop AI-based code vulnerability detection models.

J Senanayake, H Kalutarage, MO Al-Kadri, L Piras… - 2023 - rgu-repository.worktribe.com
Ensuring the security of Android applications is a vital and intricate aspect requiring careful
consideration during development. Unfortunately, many apps are published without …

Security code smells in apps: are we getting better?

S Arzt - Proceedings of the 30th ACM Joint European Software …, 2022 - dl.acm.org
Users increasingly rely on mobile apps for everyday tasks, including security-and privacy-
sensitive tasks such as online banking, e-health, and e-government. Additionally, a wealth of …