Statistical process control based chart for information systems security

Mansoor Shaukat Khan; Lirong Cui

doi:10.1117/12.2197092

6 July 2015 Statistical process control based chart for information systems security

Mansoor Shaukat Khan, Lirong Cui

Proceedings Volume 9631, Seventh International Conference on Digital Image Processing (ICDIP 2015); 96312J (2015) https://doi.org/10.1117/12.2197092
Event: Seventh International Conference on Digital Image Processing (ICDIP15), 2015, Los Angeles, United States

Abstract

Intrusion detection systems have a highly significant role in securing computer networks and information systems. To assure the reliability and quality of computer networks and information systems, it is highly desirable to develop techniques that detect intrusions into information systems. We put forward the concept of statistical process control (SPC) in computer networks and information systems intrusions. In this article we propose exponentially weighted moving average (EWMA) type quality monitoring scheme. Our proposed scheme has only one parameter which differentiates it from the past versions. We construct the control limits for the proposed scheme and investigate their effectiveness. We provide an industrial example for the sake of clarity for practitioner. We give comparison of the proposed scheme with EWMA schemes and p chart; finally we provide some recommendations for the future work.

Citation Download Citation

Mansoor Shaukat Khan and Lirong Cui "Statistical process control based chart for information systems security", Proc. SPIE 9631, Seventh International Conference on Digital Image Processing (ICDIP 2015), 96312J (6 July 2015); https://doi.org/10.1117/12.2197092

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available