DroidMiner: Automated Mining and Characterization of Fine-grained Malicious Behaviors in Android Applications
作者： Chao Yang , Zhaoyan Xu , Guofei Gu , Vinod Yegneswaran , Phillip Porras
DOI: 10.1007/978-3-319-11203-9_10
关键词: Computer security 、 Behavioral pattern 、 Computer science 、 Android (operating system) 、 Graph (abstract data type) 、 Machine learning 、 Artificial intelligence 、 Malware 、 False positive rate 、 Heuristics 、 Automated mining 、 Static analysis
摘要: Most existing malicious Android app detection approaches rely on manually selected detection heuristics, features, and models. In this paper, we describe a new, complementary system…
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sci-hub.st 参考文章(52)
Damien Octeau, William Enck, Patrick McDaniel, Swarat Chaudhuri, A study of android application security usenix security symposium. pp. 21- 21 ,(2011)
Sahin Albayrak, Seyit Camtepe, Jan Clausen, Aubrey-Derrick Schmidt, Kamer Ail Yuksel, Hans-Gunterh Schmidt, Kiraz Osman, Enhancing security of linux-based android devices School of Electrical Engineering & Computer Science; Information Security Institute; Science & Engineering Faculty. ,(2008)
Ross Anderson, Hassen Saïdi, Rubin Xu, Aurasium: practical policy enforcement for Android applications usenix security symposium. pp. 27- 27 ,(2012)
Mauro Conti, Vu Thien Nga Nguyen, Bruno Crispo, CRePE: context-related policy enforcement for android international conference on information security. ,vol. 6531, pp. 331- 345 ,(2010) , 10.1007/978-3-642-18178-8_29
Shashi Shekhar, Michael Dietz, Anhei Shu, Dan S. Wallach, Yuliy Pisetsky, Quire: lightweight provenance for smart phone operating systems usenix security symposium. pp. 23- 23 ,(2011)
Lok Kwong Yan, Heng Yin, DroidScope: seamlessly reconstructing the OS and Dalvik semantic views for dynamic Android malware analysis usenix security symposium. pp. 29- 29 ,(2012)
Alexander Moshchuk, Adrienne Porter Felt, Helen J. Wang, Erika Chin, Steven Hanna, Permission re-delegation: attacks and defenses usenix security symposium. pp. 22- 22 ,(2011)
Engin Kirda, Paolo Milani Comparetti, Christopher Kruegel, Clemens Kolbitsch, Xiaoyong Zhou, XiaoFeng Wang, Effective and efficient malware detection at the end host usenix security symposium. pp. 351- 366 ,(2009)
William Enck, Patrick McDaniel, Jaeyeon Jung, Byung-Gon Chun, Peter Gilbert, Anmol N. Sheth, Landon P. Cox, TaintDroid: an information-flow tracking system for realtime privacy monitoring on smartphones operating systems design and implementation. pp. 393- 407 ,(2010) , 10.5555/1924943.1924971
Asaf Shabtai, Uri Kanonov, Yuval Elovici, Chanan Glezer, Yael Weiss, Andromaly: a behavioral malware detection framework for android devices intelligent information systems. ,vol. 38, pp. 161- 190 ,(2012) , 10.1007/S10844-010-0148-X