Smartphone malware detection: From a survey towards taxonomy

Proceedings of the 2012 7th International Conference on Malicious and Unwanted Software, Malware 2012

Volumn , Issue , 2012, Pages 79-86

  Amamra, Abdelfattah ^a   Talhi, Chamseddine ^a   Robert, Jean Marc ^a  

^a ÉCOLE DE TECHNOLOGIE SUPÉRIEURE   (Canada)

Author keywords

Anomaly based technique; Dynamic Analysis; Signature based technique; Smartphone Malware Detection; Static Analysis; Survey

Indexed keywords

ANALYSIS APPROACH; ANOMALY-BASED TECHNIQUE; DETECTOR EFFICIENCY; LITERATURE REVIEWS; MALWARES; SIGNATURE-BASED TECHNIQUE; SMARTPHONE MALWARE; STATE OF THE ART;

COMPUTER CRIME; DETECTORS; DYNAMIC ANALYSIS; SIGNAL ENCODING; SMARTPHONES; SURVEYS; TAXONOMIES;

STATIC ANALYSIS;

EID: 84874555690     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/MALWARE.2012.6461012     Document Type: Conference Paper

References (29)

1. Press, I. IDC Forecasts Worldwide Mobile Applications Revenues to Experience More Than 60% Compound Annual Growth Through 2014. 2010 [cited 2012 12-03-2012]; Available from: www.idc.com/about/viewpressrelease.jsp?containerId= prUS22617910§ionId=null&elementId=null&pageType=SYNOPSIS.
2. Maslennikov, D. Mobile Malware Evolution, Part 5. 2012 [cited 2012 26 March]; Available from: www.securelist.com/en/analysis/204792222/Mobile-Malware- Evolution-Part-5.
3. Nwokedi Idika, A.M., A Survey on Malware Detection Techniques, 2007, Purdue University: USA.
4. Vinod P, V.L., M.S.Gaur. Survey on Malware Detection Methods. 2009.
5. Peyman Kabiri, A.A.G., Research on Intrusion Detection and Response: A Survey. International Journal of Network Security, 2005. 1(2): p. 84-102.
6. Grégoire Jacob, H.D., Eric Filiol, Behavioral detection of malware: from a survey towards an established taxonomy. JOURNAL IN COMPUTER VIROLOGY, 2008. 4 (3): p. 251-266.
7. Varun Chandola, A.B., Vipin Kumar, Anomaly detection: A survey. ACM Computing Surveys, 2009. 41 (3): p. 1-56.
8. Mariantonietta La Polla, F.M., Daniele Sgandurra, A Survey on Security for Mobile Devices. IEEE COMMUNICATIONS SURVEYS & TUTORIALS, 2012. PP(99): p. 1-26.
9. Manoun Alazab, R.L., Sitalakshmi Venkataraman, Paul Watter, Malware Detection Based on Structral and Behavioural Features of API calls, in 1st International Cyber Resilience Conference2010: Perth Western, Australia.
10. Mihai Christodorescu, S.J., Static Analysis of Executables to Detect Malicious Patterns, in 2th USENIX Security Symposium (Security'03)2003: Washington DC, USA. p. 169-186.
11. Sang Kil Cha, I.M., Jiyong Jang, John Truelove, David Brumley, David Andersen, SplitScreen: Enabling Efficient, Distributed Malware Detection. JOURNAL OF COMMUNICATIONS AND NETWORKS, 2011. 13 (April, 2011).
12. Alfred V. Aho, M.J.C., Efficient String Matching: An aid to bibliographic search. Communications of the ACM, 1975. 18 (06, June): p. 333-340.
13. Commentz-Walter, B., A string Matching Algorithm Fast on the average, in the 6th International colloquium on Automata, Languages and Programming1979: Berline, Germany. p. 118-132.
14. Sun Wu, U.M., A fast algorithm for multi-pattern searching, 1994, University of Arizona: USA.
15. Chen Zhen, W.D., Improving Wu-Manber: A Multi-pattern Matching Algorithm, in Network Sensing and Control, ICNSC 2008: China. p. 812-817.
16. Nathan Tuckt, T.S., Brad Caldert, George Varghese, Deterministic Memory-Efficient String Matching Algorithms for Intrusion Detection, in IEEE INFOCOM 20042004: China. p. 2628-2639.
17. Van Lunteren, J., High-Performance Pattern-Matching for Intrusion Detection, in IEEE INFOCOM2006: Spain.
18. Weizhe Zhang, Y.Z., Hongli Zhang, Xuemai Gu, Cheng, A.M.K, A Memory-Efficient Multi-pattern Matching Algorithm Based on the Bitmap, in ICICSE2009: Harbin, China. p. 1-5.
19. Thomas Blasing, L.B., Aubrey-Derrick Schmidt, Seyit Ahmet Camtepe, and Sahin Albayrak, An Android Application Sandbox System for Suspicious Software Detection, in Malicious and Unwanted Software (MALWARE)2010: Nancy, Lorraine. p. 55-62.
20. William Enck, D.O., Patrick McDaniel, Swarat Chaudhuri, A Study of Android Application Security, in 20th USENIX Security Symposium2011: San Francisco, USA.
21. Shuaifu Dai, Y.L., Tielei Wang, Tao Wei, Wei Zou, Behavior-Based Malware Detection on Mobile Phone, in Wireless Communications Networking and Mobile Computing (WiCOM)2010: Chengdu, China. p. 1-4.
22. Abhijit Bose, X.H., Kang G. Shin, Taejoon Park, Behavioral detection of malware on mobile handsets, in MobiSys 20082008: Breckenridge, CO, USA. p. 225-238.
23. Hahnsang Kim, J.S., Kang G. Shin, Detecting Energy-Greedy Anomalies and Mobile Malware Variants, in MobiSys 082008: Breckenridge, CO, USA. p. 239-252.
24. Timothy K. Buennemeyer, T.M.N., Lee M. Clagett, John P. Dunning, Randy C. Marchany, Joseph G. Tront, Mobile Device Profiling and Intrusion Detection using Smart Batteries, in HICSS 2008: Waikoloa, Hawaii. p. 296.
25. Aubrey-Derrick Schmidt, F.P., Florian Lamour, Christian Scheel, Seyit Ahmet Çamtepe, Sahin Albayrak, Monitoring Smartphones for Anomaly Detection. Mobile Networks and Applications, 2009. 14(February 2009): p. 92-106.
26. Jerry Cheng, S.H.Y.W., Hao Yang, Songwu Lu, SmartSiren: virus detection and alert for smartphones, in MobiSys 2007 2007: San Juan, Puerto Rico. p. 258-271.
27. Aubrey-Derrick Schmidt, R.B., Hans-Gunther Schmidt, Jan Clausen, Osman Kiraz, Kamer A. Yüksel, Seyit A. Camtepe, Sahin Albayrak, Static Analysis of Executables for Collaborative Malware Detection on Android, in IEEE International Conference on Communication 2009: Dresden, Germany. p. 1-5.
28. Aubrey-Derrick Schmidt, J.H.C., Ahmet Camtepe, and Sahin Albayrak, Detecting Symbian OS Malware through Static Function Call Analysis, in Malicious and Unwanted Software (MALWARE) 2009: Montreal, Qc, Canada. p. 15-22.
29. Leonid Batyuk, M.H., Seyit Ahmet Camtepe,Karsten Raddatz, Aubrey-Derrick Schmidt, and Sahin Albayrak, Using Static Analysis for Automatic Assessment and Mitigation of Unwanted and Malicious ActivitiesWithin Android Applications, in 6th International Conference on Malicious and Unwanted Software 2011: Fajardo, PR, USA. p. 66-72.