کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
490453 707462 2013 10 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Detection of Cyber-attacks with Zone Dividing and PCA
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر علوم کامپیوتر (عمومی)
پیش نمایش صفحه اول مقاله
Detection of Cyber-attacks with Zone Dividing and PCA
چکیده انگلیسی

Recently cyber-attacks become serious threats even for control systems. For process control, not only security but also safety must be assured. For safety assurance, the effects of cyber-attacks such as concealed remote operation and maneuvering must be evaluated. We proposed a securing method to divide field networks into plural zones. Even when a zone is intruded and attacks are concealed, the effects appear in other zones. In this paper, an automatic cyber-attacks detection system using PCA (Principal Component Analysis) is proposed. There are many kinds of relationships among variables included plural zones. Cyber-attacks change some of them. PCA is effective to detect the changes.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Procedia Computer Science - Volume 22, 2013, Pages 727-736