Behavioral malware detection approaches for Android

2016 IEEE International Conference on Communications, ICC 2016

Volumn , Issue , 2016, Pages

  Amin, Mohammad Rakib ^a   Zaman, Mehedee ^a   Hossain, Md Shohrab ^a   Atiquzzaman, Mohammed ^b  

^a BANGLADESH UNIVERSITY OF ENGINEERING AND TECHNOLOGY   (Bangladesh)

^b University of Oklahoma   (United States)

Author keywords

ADB; Android; Busybox; malware detection; netstat; pcap

Indexed keywords

ANDROID (OPERATING SYSTEM); COMPUTER CRIME; MALWARE;

ANDROID; BUSYBOX; MALWARE DETECTION; NETSTAT; PCAP;

MOBILE SECURITY;

EID: 84981313545     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICC.2016.7511573     Document Type: Conference Paper

References (11)

1. Y. Zhou and X. Jiang, "Dissecting android malware: Characterization and evolution, " in IEEE Symposium on Security and Privacy, San Francisco, CA, May 20-23, 2012, pp. 95-109.
2. Kaspersky Lab and INTERPOL Survey Reports, http://media. kaspersky. com/pdf/Kaspersky-Lab-KSN-Report-mobilecyberthreats-web. pdf, "Mobile cyber threats. "
3. The Number of Financial Attacks Against Android Users Tripled in 2014, http://www. kaspersky. com/about/news/virus/2015/The-Numberof-Financial-Attacks-Against-Android-Users-Tripled-in-2014.
4. S. Ramu, "Mobile malware evolution, detection and defense, " in EECE 571B, TERM SURVEY PAPER, April, 2012.
5. M. Chandramohan and H. B. K. Tan, "Detection of mobile malware in the wild, " IEEE Computer, vol. 45, no. 9, pp. 65-71, Sep 2012.
6. T. S. D. Iland, A. Pucher, "Detecting android malware on network level, " in Technical representation UC Santa Barbara, 2012.
7. Y. J. Ham and H. Lee, "Detection of malicious android mobile applications based on aggregated system call events, " International Journal of Computer and Communication Engineering, vol. 3, no. 2, pp. 340-350, March, 2014.
8. C. C. H. T. Y. Lin, Y. Lai, "Identifying android malicious repackaged applications by thread-grained system call sequences, " Computers and Security, vol. 39, pp. 340-350.
9. T. Isohara, K. Takemori, and A. Kubota, "Kernel-based behavior analysis for android malware detection, " in Internation Conference on Computational Intelligence and Security.
10. M. Zaman, T. Siddiqui, M. Amin, and M. Hossain, "Malware detection in android by network traffic analysis, " in Networking Systems and Security (NSysS), 2015 International Conference on, Jan 2015, pp. 1-5.
11. Netstat command, http://en. wikipedia. org/wiki/Netstat.