Summary
International Technical Conference on Circuits/Systems, Computers and Communications
2016
Session Number:T3-4
Session:
Number:5209
Malware Detection Based on Gray Scale Image and OpCode Feature
Liu Liu, Baosheng Wang, Bo Yu, Yong Tang ,
pp.637-640
Publication Date:2016/7/10
Online ISSN:2188-5079
Summary:
Firstly, our method transforms the malware binary information into gray scale matrices. Then, we use control flow graph to analyze the operation code. Finally, we classify the malware by combining the gray scale matrices and the opcode features.In the experimental part, we use a variety of classical algorithms to test our method, and the results show that our algorithm has a good advantage.