Generation of Source Data for Experiments with Network Attack Detection Software

5th International Conference on Science & Engineering in Mathematics, Chemistry and Physics 2017

数学;化学;物理学

Kotenko, Igor^1 ; Chechulin, Andrey^1 ; Branitskiy, Alexander^1

St. Petersburg Institute for Informatics and Automation, Russian Academy of Sciences (SPIIRAS), St.Petersburg, Russia^1

关键词: Attack detection;    Automatic networks;    Network attack;    New approaches;    Random Walk;    Response mechanisms;    Source data;    Traffic generation;   

Others  :  https://iopscience.iop.org/article/10.1088/1742-6596/820/1/012033/pdf
DOI  :  10.1088/1742-6596/820/1/012033

来源: IOP

【 摘 要 】

The paper suggests a new approach for traffic generation and the architecture of the software tool for evaluation of attack detection and response mechanisms. To assess the proposed approach the automatic network attack detection and response mechanism Threshold Random Walk (TRW) was chosen and implemented. The results of evaluation of this mechanism by the proposed software tool are presented.