Statistics-based email communication security behavior recognition

2nd Annual International Conference on Information System and Artificial Intelligence

物理学;计算机科学

Yi, Junkai^1 ; Su, Yueyang^1 ; Zhao, Xianghui^2

College of Information Science and Technology, Beijing University of Chemical Technology, Beijing, China^1

China Information Technology Security Evaluation Center, Beijing, China^2

关键词: Behavior recognition;    Behaviour analysis;    Behaviour models;    Communication medium;    Feature extracting;    Malware analysis;    Naive Bayesian;    Steganalysis;   

Others  :  https://iopscience.iop.org/article/10.1088/1742-6596/887/1/012040/pdf
DOI  :  10.1088/1742-6596/887/1/012040

学科分类：计算机科学（综合）

来源: IOP

【 摘 要 】

With the development of information technology, e-mail has become a popular communication medium. It has great significant to determine the relationship between the two sides of the communication. Firstly, this paper analysed and processed the content and attachment of e-mail using the skill of steganalysis and malware analysis. And it also conducts the following feature extracting and behaviour model establishing which based on Naive Bayesian theory. Then a behaviour analysis method was employed to calculate and evaluate the communication security. Finally, some experiments about the accuracy of the behavioural relationship of communication identifying has been carried out. The result shows that this method has a great effects and correctness as eighty-four percent.