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 …

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 …

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 …

Developing secured android applications by mitigating code vulnerabilities with machine learning

J Senanayake, H Kalutarage, MO Al-Kadri… - Proceedings of the …, 2022 - dl.acm.org
Mobile application developers sometimes might not be serious about source code security
and publish apps to the marketplaces. Therefore, it is essential to have a fully automated …

Assessing the Effectiveness of LLMs in Android Application Vulnerability Analysis

V Kouliaridis, G Karopoulos, G Kambourakis - arXiv preprint arXiv …, 2024 - arxiv.org
The increasing frequency of attacks on Android applications coupled with the recent
popularity of large language models (LLMs) necessitates a comprehensive understanding of …

A risk estimation study of native code vulnerabilities in Android applications

SL Sanna, D Soi, D Maiorca, G Fumera… - Journal of …, 2024 - academic.oup.com
Android is the most used operating system (OS) worldwide for mobile devices, with
hundreds of thousands of apps downloaded daily. Although these apps are primarily written …

Unveiling the security vulnerabilities in android operating system

G Renjith, S Aji - Proceedings of Second International Conference on …, 2022 - Springer
Android is one of the biggest multi-featured operating systems in this decade. Android
Operating System (AOS) is the preferred choice for most smart use cases. Attacks targeting …

Permissions Based Android Vulnerability Detection and Classification Based on Severity Using Machine Learning

KVSR Murthy - IOS Press, 2023 - books.google.com
With the sudden upswing in digitization, usage of Android smartphones has evidently
become conventional and common. Nevertheless, such extensive popularity of Android …

Vulvet Vetting of Vulnerabilities in Android Apps to Thwart Exploitation

J Gajrani, M Tripathi, V Laxmi, G Somani… - … Threats: Research and …, 2020 - dl.acm.org
Data security and privacy of Android users is one of the challenging security problems
addressed by the security research community. A major source of the security vulnerabilities …

FedREVAN: Real-time DEtection of Vulnerable Android Source Code Through Federated Neural Network with XAI

J Senanayake, H Kalutarage, A Petrovski… - … on Research in …, 2023 - Springer
Adhering to security best practices during the development of Android applications is of
paramount importance due to the high prevalence of apps released without proper security …