Fine-grained risk level Quantication schemes based on APK metadata

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 9491, Issue , 2015, Pages 663-673

  Takahashi, Takeshi ^a   Ban, Tao ^a   Mimura, Takao ^b   Nakao, Koji ^a  

^a NATIONAL INSTITUTE OF INFORMATION AND COMMUNICATIONS TECHNOLOGY   (Japan)

^b SecureBrain Corporation   (Japan)

Author keywords

Android Package; APK; Malware; Security; Static analysis

Indexed keywords

ANDROID (OPERATING SYSTEM); COMPUTER CRIME; INFORMATION SCIENCE; MALWARE; RISK ASSESSMENT; STATIC ANALYSIS;

APK; AREA UNDER THE CURVES; CLUSTER-BASED METHODS; CONVENTIONAL SCHEMES; MALWARE DETECTION; SECURITY; SECURITY INCIDENT; WEB INFORMATION;

MOBILE SECURITY;

EID: 84952061865     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-319-26555-1_75     Document Type: Conference Paper

References (8)

1. Bartel, A., Klein, J., Le Traon, Y., Monperrus, M.: Automatically securing permission-based software by reducing the attack surface: an application to android. In: Proceedings of the 27th IEEE/ACM International Conference on Automated Software Engineering (2012)
2. Blei, D.M., Ng, A.Y., Jordan, M.I.: Latent dirichlet allocation. J. Mach. Learn. Res. 3, 993–1022 (2003)
3. Brown, C.D., Davis, H.T.: Receiver operating characteristics curves and related decision measures: a tutorial. Chemometr. Intell. Lab. Syst. 80(1), 24–38 (2006)
4. Gorla, A., Tavecchia, I., Gross, F., Zeller, A.: Checking app behavior against app descriptions. In: Proceedings of the 36th International Conference on Software Engineering (2014)
5. MacQueen, J.: Some methods for classification and analysis of multivariate observations. In: Proceedings of the Fifth Berkeley Symposium on Mathematical Statistics and Probability. Statistics, vol. 1, pp. 281–297 (1967)
6. Sarma, B.P., Li, N., Gates, C., Potharaju, R., Nita-Rotaru, C., Molloy, I.: Android permissions: a perspective combining risks and benefits. In: Proceedings of the 17th ACM Symposium on Access Control Models and Technologies (2012)
7. Takahashi, T., Nakao, K., Kanaoka, A.: Data model for android package information and its application to risk analysis system. In: Proceedings of the First ACM Workshop on Information Sharing and Collaborative Security (2014)
8. Wang, Y., Zheng, J., Sun, C., Mukkamala, S.: Quantitative security risk assessment of android permissions and applications. In: Wang, L., Shafiq, B. (eds.) DBSec 2013. LNCS, vol. 7964, pp. 226–241. Springer, Heidelberg (2013)