The tool graph4apk implements analysis for generating graphs from apk files. The tool can generate either a (i.) PDGs (Program Dependence Graphs) for each method, (ii.) basic version of an SDG (System Dependence Graph, connecting all the PDGs together through their call statements) or (iii.) some variations of a CGs (Call Graphs). It outputs the Jimple code and the graphs in .dot, .txt or also CCS format, for formal methods analyses. It is based on the Soot Framework.
The tool is used for performing experiments on graphs, It was not meant to be a stand-alone working product and still misses code and documentation to be adopted in larger projects. Nevertheless, it could be a good starting point for similar analysis (See the script run.sh and run_CG.sh for further details), and we strongly suggest communicating with the authors for further information, sending feedbacks or just inform them in which other projects this tool has been involved.
These instructions will get you a copy of the project up and running on your local machine for development and testing purposes. Tested on Ubuntu 18.04 and Java8-OpenJDK.
You can install all the dependencies by running the script
./setup.sh
The project needs Java8, Soot3.3 and Apache Maven to be run. The complete jar of Soot3.3 and its dependencies can be found in the "<project.rootPath>/lib" folder.
The <project.rootPath> property in the config file "<project.rootPath>/pom.xml" needs to be set with the base directory of the project.
In order to run the project, all the path in "<project.rootPath>/scriptBash.config" needs to be set properly.
WHICH_PC=<NECESSARY ONLY FOR MULTITHREADING>
PROJECT_PATH=<ABSOLUTE PATH TO GRAPH4APK>
JAVAPATH=<ABSOLUTE PATH TO JAVA FOLDER (OPENJDK OR ORACLEJDK), EXAMPLE:'/usr/lib/jvm/java-8-openjdk-amd64'>
CLASSTORUN=createSDG
APK_FOLDER=<FOLDER WITH APKs TO ANALYZE, THERE ARE SAMPLES IN 'apk_db' FOLDER>
These properties can be set automatically by running the setup.sh script
The project can be compiled using maven
mvn compile
The project can be run using the script 'run.sh' in the project folder.
./run.sh -h
./run.sh OK -apk 00ceaa5f8f9be7a9ce5ffe96b5b6fb2e7e73ad87c2f023db9fa399c40ac59b62.apk -targMeth COREEFILETESTCLASSCOMAPPERHANDCOMMONDTOCOMMANDDDOLLAROCOMMANDSstaticvoidclinit0
- Giacomo Iadarola - main contributor - Djack1010 giacomo.iadarola(at)iit.cnr.it
If you are using this repository, please cite our work by refering to our publications (bibtex format):
@article{iadarola2020call,
title={Call graph and model checking for fine-grained android malicious behaviour detection},
author={Iadarola, Giacomo and Martinelli, Fabio and Mercaldo, Francesco and Santone, Antonella},
journal={Applied Sciences},
volume={10},
number={22},
pages={7975},
year={2020},
publisher={Multidisciplinary Digital Publishing Institute}
}