Virtualization-based Penetration Testing Study for Detecting Accessibility Abuse Vulnerabilities in Banking Apps in East and Southeast Asia
Abstract
Android banking applications have revolutionized financial management by allowing users to perform various financial activities through mobile devices. However, this convenience has attracted cybercriminals who exploit security vulnerabilities to access sensitive financial data. FjordPhantom, a malware identified by our industry collaborator, uses virtualization and hooking to bypass the detection of malicious accessibility services, allowing it to conduct keylogging, screen scraping, and unauthorized data access. This malware primarily affects banking and finance apps across East and Southeast Asia region where our industry partner's clients are primarily based in. It requires users to be deceived into installing a secondary malicious component and activating a malicious accessibility service. In our study, we conducted an empirical study on the susceptibility of banking apps in the region to FjordPhantom, analyzed the effectiveness of protective measures currently implemented in those apps, and discussed ways to detect and prevent such attacks by identifying and mitigating the vulnerabilities exploited by this malware.
Keywords
Cite
@article{arxiv.2601.21258,
title = {Virtualization-based Penetration Testing Study for Detecting Accessibility Abuse Vulnerabilities in Banking Apps in East and Southeast Asia},
author = {Wei Minn and Phong Phan and Vikas K. Malviya and Benjamin Adolphi and Yan Naing Tun and Henning Benzon Treichl and Albert Ching and Lwin Khin Shar and David Lo},
journal= {arXiv preprint arXiv:2601.21258},
year = {2026}
}
Comments
Accepted at APSEC 2025 Software Engineering in Practices (SEIP)