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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Wenjun Hu Jing Tao Xiaobo Ma Wenyu Zhou Shuang Zhao Ting Han |
| Copyright Year | 2014 |
| Description | Author affiliation: Inst. of Inf. Eng., Beijing, China (Shuang Zhao) || ShaanXi Banking Regul. Comm. Office, Xi'an, China (Wenyu Zhou) || MOE KLINNS Lab., Xi'an Jiaotong Univ., Xi'an, China (Wenjun Hu; Jing Tao; Xiaobo Ma; Ting Han) |
| Abstract | With the increasing popularity of Android platform, Android malware, especially APP-Repackaging malware wherein the malicious code is injected into legitimate Android applications, is spreading rapidly. This paper proposes a new system named MIGDroid, which leverages method invocation graph based static analysis to detect APP-Repackaging Android malware. The method invocation graph reflects the “interaction” connections between different methods. Such graph can be naturally exploited to detect APP-Repackaging malware because the connections between injected malicious code and legitimate applications are expected to be weak. Specifically, MIGDroid first constructs method invocation graph on the smali code level, and then divides the method invocation graph into weakly connected sub-graphs. To determine which sub-graph corresponds to the injected malicious code, the threat score is calculated for each sub-graph based on the invoked sensitive APIs, and the subgraphs with higher scores will be more likely to be malicious. Experiment results based on 1,260 Android malware samples in the real world demonstrate the specialty of our system in detecting APP-Repackaging Android malware, thereby well complementing existing static analysis systems (e.g., Androguard) that do not focus on APP-Repackaging Android malware. |
| Starting Page | 1 |
| Ending Page | 7 |
| File Size | 352546 |
| Page Count | 7 |
| File Format | |
| ISBN | 9781479935727 |
| DOI | 10.1109/ICCCN.2014.6911805 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2014-08-04 |
| Publisher Place | China |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Androids Humanoid robots Receivers Trojan horses Google method invocation graph Android malware static analysis |
| Content Type | Text |
| Resource Type | Article |
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