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
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موضوعات مرتبط
مهندسی و علوم پایه
مهندسی کامپیوتر
علوم کامپیوتر (عمومی)
پیش نمایش صفحه اول مقاله

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
Journal: Procedia Computer Science - Volume 22, 2013, Pages 727-736