Malware analysis using visualized images and entropy graphs

作者: Kyoung Soo Han , Jae Hyun Lim , Boojoong Kang , Eul Gyu Im

DOI: 10.1007/S10207-014-0242-0

关键词:

摘要: Today, along with the development of the Internet, the number of malicious software, or malware, distributed especially for monetary profits, is exponentially increasing, and malware authors are developing malware variants using various automated tools and methods. Automated tools and methods may reuse some modules to develop malware variants, so these reused modules can be used to classify malware or to identify malware families. Therefore, similarities may exist among malware variants can be analyzed and …

参考文章(33)
Igor Santos, Felix Brezo, Javier Nieves, Yoseba K. Penya, Borja Sanz, Carlos Laorden, Pablo G. Bringas, Idea: Opcode-Sequence-Based Malware Detection Lecture Notes in Computer Science. pp. 35- 43 ,(2010) , 10.1007/978-3-642-11747-3_3
Nick Cercone, Tony Abou-Assaleh, Vlado Keselj, Ray Sweidan, Detection of New Malicious Code Using N-grams Signatures. conference on privacy, security and trust. pp. 193- 196 ,(2004)
Nikos Karampatziakis, Jack W. Stokes, Anil Thomas, Mady Marinescu, Using file relationships in malware classification international conference on detection of intrusions and malware and vulnerability assessment. pp. 1- 20 ,(2012) , 10.1007/978-3-642-37300-8_1
Gregory Conti, Erik Dean, Matthew Sinda, Benjamin Sangster, Visual Reverse Engineering of Binary and Data Files visualization for computer security. pp. 1- 17 ,(2008) , 10.1007/978-3-540-85933-8_1
Aude Oliva, Antonio Torralba, Modeling the Shape of the Scene: A Holistic Representation of the Spatial Envelope International Journal of Computer Vision. ,vol. 42, pp. 145- 175 ,(2001) , 10.1023/A:1011139631724
Mihai Christodorescu, Somesh Jha, Testing malware detectors international symposium on software testing and analysis. ,vol. 29, pp. 34- 44 ,(2004) , 10.1145/1007512.1007518
Silvio Cesare, Yang Xiang, A Fast Flowgraph Based Classification System for Packed and Polymorphic Malware on the Endhost advanced information networking and applications. pp. 721- 728 ,(2010) , 10.1109/AINA.2010.121
Qi-Guang Miao, Yun-Wang, Ying-Cao, Xian-Guo Zhang, Zhong-Lin Liu, APICapture - A tool for monitoring the behavior of malware international conference on advanced computer theory and engineering. ,vol. 4, ,(2010) , 10.1109/ICACTE.2010.5579452