On Shielding Android’s Pending Intent from Malware Apps Using a Novel Ownership-Based Authentication

Author:

Pradeepkumar Duraisamy S.1,Geetha S.1,Cheng Xiaochun2,Kadry Seifedine3

Affiliation:

1. Vellore Institute of Technology, Chennai, India

2. Department of Computer Science, Middlesex University, London, UK

3. Department of Applied Data Science, Noroff University College, Kristiansand, Norway

Abstract

PendingIntent (PI) is an authority to use the sender’s permissions and identity by the receiver. Unprotected broadcast and PI s with an empty base intent are some of the vulnerable features that a malware utilizes to perform unauthorized access and privilege escalation (PE) attacks on the PI. To protect the PI from the above attacks, this paper proposes Sticky[Formula: see text]tent, an application-layer solution that uses ownership-based authentication to dynamically control the accessibility of the PI. Sticky[Formula: see text]tent is the first holistic work to use ownership-types to protect PI s from malware attacks. Some of the existing solutions follow static analysis of binary to identify the PI vulnerability. Through our empirical study using 23,922 apps, we found [Formula: see text]17% of PI-based vulnerabilities leads to unauthorized access and privilege escalation, which can be solved by using Sticky[Formula: see text]tent. We tested our model on the state-of-art applications and found an impressive harmonic mean (F1-score) value of 0.95–0.97 for intra and inter component analysis, which is 0.4–0.18 percentage more from the existing RAICC’s (a static analysis model instrumented with IccTA/Amandroid) result. As a proof-of-concept, we have taken a few real-world PI-based applications and replaced the PI with Sticky[Formula: see text]tent library. By comparing the result with RAICC, we can see that Sticky[Formula: see text]tent performs better in protecting PI dynamically from malware access. Though the proposed solution has an overhead of 0.005% per 5[Formula: see text]min application test, the end-user suffers only negligible execution overhead in the screen response and notification delays.

Funder

VIT management for providing the Research Seed Grant

Publisher

World Scientific Pub Co Pte Ltd

Subject

Electrical and Electronic Engineering,Hardware and Architecture,Electrical and Electronic Engineering,Hardware and Architecture

Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. An Android Malware Detection Method Using Multi-Feature and MobileNet;Journal of Circuits, Systems and Computers;2023-05-23

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