Detect android malware variants using component based topology graph

Proceedings - 2014 IEEE 13th International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom 2014

Volumn , Issue , 2015, Pages 406-413

  Shen, Tong ^a   Zhongyang, Yibing ^a   Xin, Zhi ^a   Mao, Bing ^a   Huang, Hao ^a  

^a NANJING UNIVERSITY   (China)

Author keywords

Component; Malware; Obfuscation; Topology graph

Indexed keywords

ANDROID (OPERATING SYSTEM); COMPUTER VIRUSES; GRAPHIC METHODS; MALWARE; PERSONAL COMPUTING; TOPOLOGY; VIRUSES;

ANDROID SYSTEMS; COMPONENT; EXPLOSIVE GROWTH; GENOME PROJECTS; MALWARE FAMILIES; MOBILE PLATFORM; OBFUSCATION; TOPOLOGY GRAPHS;

MOBILE SECURITY;

EID: 84923050844     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/TrustCom.2014.52     Document Type: Conference Paper

References (27)

1. AppBrain. Number of Available Android Applications. http: //www.appbrain.com/stats/number-of-Android-Apps.
2. Yajin Zhou, Zhi Wang, Wu Zhou, Xuxian Jiang, Hey, You, Get off of My Market: Detecting Malicious Apps in Official and Alternative Android Markets. NDSS 2012.
3. Yajin Zhou, Xuxian Jiang, Dissecting Android Malware: Characterization and Evolution. Security and Privacy 2012.
4. M. Zheng, P. Lee, and J. Lui. Adam: An automatic and extensible platform to stress test android anti-virus systems. DIMVA 2012.
5. Vaibhav Rastogi, Yan Chen, Xuxian Jiang. DroidChameleon: Evaluating Android Anti-malware against Transformation Attacks. ASIACCS 2013.
6. Enck W, Gilbert P, Chun B G, et al. TaintDroid: An Information-Flow Tracking System for Realtime Privacy Monitoring on Smartphones. OSDI 2010.
7. Xu R, Saidi H, Anderson R. Aurasium: Practical policy enforcement for android applications. USENIX Security 2012.
8. Yan L K, Yin H. Droidscope: seamlessly reconstructing the os and dalvik semantic views for dynamic android malware analysis. USENIX Security 2012.
9. Enck W, Ongtang M, McDaniel P. On lightweight mobile phone application certification. CCS 2009.
10. Michael Grace, Yajin Zhou, Qiang Zhang, Shihong Zou, Xuxian Jiang, RiskRanker: Scalable and Accurate Zero-day Android Malware Detection. MobiSys 2012.
11. Arp D, Spreitzenbarth M, Hbner M, et al. DREBIN: Effective and Explainable Detection of Android Malware in Your Pocket. NDSS 2014.
12. Virustotal. https: //www.virustotal.com/
13. Android Malware Genome Project. http: //www. malgenomeproject.org/
14. ProGuard. http: //proguard.sourceforge.net/
15. Zhang Q, Reeves D S. Metaaware: Identifying metamorphic malware. ACSAC 2007.
16. I. Burguera, U. Zurutuza, and S. Nadjm-Tehrani. Crowdroid: Behavior-Based Malware Detection System for Android. CCSSPSM 2011.
17. Shabtai A, Kanonov U, Elovici Y, et al. Andromaly: a behavioral malware detection framework for android devices. Journal of Intelligent Information Systems, 2012, 38(1): 161-190.
18. Android-Apktool: A tool for reengineering Android apk files. http: //code.google.com/p/android-Apktool/
19. Smali: An assembler/disassembler for Android's dex format. http: //code.google.com/p/smali/
20. Mobile Security Alerts. http: //www.csc.ncsu.edu/faculty/ jiang/alerts.html
21. Lookout Mobile Security. https: //www.mylookout.com/
22. Cordella L P, Foggia P, Sansone C, et al. A (sub) graph isomorphism algorithm for matching large graphs. Pattern Analysis and Machine Intelligence, IEEE Transactions on, 2004, 26(10): 1367-1372.
23. VF Library. http: //mivia.unisa.it/datasets/graph-database/ vflib/
24. Android. zipalign. http: //developer.android.com/guide/ developing/tools/zipalign.html
25. Security Alert: New Android Malware-GoldGream-Found in Alternative App Markets. http: //www.csc.ncsu.edu/faculty/ jiang/GoldDream/
26. Baidu Android Market. http: //as.baidu.com/
27. androguard. http: //code.google.com/p/androguard/