State-Based Switching for Optimal Control of Computer Virus Propagation with External Device Blocking

Joint Authors

Zhu, Qingyi
Loke, Seng W.
Zhang, Ye

Source

Security and Communication Networks

Issue

Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-10, 10 p.

Publisher

Hindawi Publishing Corporation

Publication Date

2018-05-30

Country of Publication

Egypt

No. of Pages

10

Main Subjects

Information Technology and Computer Science

Abstract EN

The rapid propagation of computer virus is one of the greatest threats to current cybersecurity.

This work deals with the optimal control problem of virus propagation among computers and external devices.

To formulate this problem, two control strategies are introduced: (a) external device blocking, which means prohibiting a fraction of connections between external devices and computers, and (b) computer reconstruction, which includes updating or reinstalling of some infected computers.

Then the combination of both the impact of infection and the cost of controls is minimized.

In contrast with previous works, this paper takes into account a state-based cost weight index in the objection function instead of a fixed one.

By using Pontryagin’s minimum principle and a modified forward-backward difference approximation algorithm, the optimal solution of the system is investigated and numerically solved.

Then numerical results show the flexibility of proposed approach compared to the regular optimal control.

More numerical results are also given to evaluate the performance of our approach with respect to various weight indexes.

American Psychological Association (APA)

Zhu, Qingyi& Loke, Seng W.& Zhang, Ye. 2018. State-Based Switching for Optimal Control of Computer Virus Propagation with External Device Blocking. Security and Communication Networks،Vol. 2018, no. 2018, pp.1-10.
https://search.emarefa.net/detail/BIM-1214182

Modern Language Association (MLA)

Zhu, Qingyi…[et al.]. State-Based Switching for Optimal Control of Computer Virus Propagation with External Device Blocking. Security and Communication Networks No. 2018 (2018), pp.1-10.
https://search.emarefa.net/detail/BIM-1214182

American Medical Association (AMA)

Zhu, Qingyi& Loke, Seng W.& Zhang, Ye. State-Based Switching for Optimal Control of Computer Virus Propagation with External Device Blocking. Security and Communication Networks. 2018. Vol. 2018, no. 2018, pp.1-10.
https://search.emarefa.net/detail/BIM-1214182

Data Type

Journal Articles

Language

English

Notes

Includes bibliographical references

Record ID

BIM-1214182