Projection of Cyber Attacks using Damage Estimation and Combination of Attacker’ s Capability and Opportunity based on Transferable Belief Model

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JABBAR RASHIDI A.; JAFARI M.; Dadashtabr Ahmadi K.

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Journal Paper

Paper Information

Journal: JOURNAL OF ELECTRONIC AND CYBER DEFENCE Year:2019 | Volume:6 | Issue:4 (24) Page(s): 1-12

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Title

Projection of Cyber Attacks using Damage Estimation and Combination of Attacker’ s Capability and Opportunity based on Transferable Belief Model

Author(s)

JABBAR RASHIDI A. | JAFARI M. | Dadashtabr Ahmadi K. | Issue Writer Certificate

Keywords

Cyber Attacks ProjectionQ1

Situation AwarenessQ1

Damage EstimationQ2

CapabilityQ1

OpportunityQ1

Transferable Belief ModelQ1

Abstract

"Nowadays there are so many tools available for capturing the events and alerts within networks. The need for a system that could aggregate the information generated by these tools and combine them to make better decisions is strongly acknowledged. If we could predict cyber attacks and estimate their effects before they actually occur, we would be able to apply a better defense strategy and reduce the damage to our critical assets. The projection of cyber attacks is to predict them based on a certain framework using mathematical methods. One of these methods is the Transferable Belief Model (TBM). In this paper, we used the TBM to combine Capability and Opportunity of attackers-which are cyber attacks' projection components-to project the future situation of attacks. We have also tested our results against our customized high-level attack tracks dataset. The result of comparison between our algorithm and the previously presented algorithm at the Information Fusion Centre of Malek-Ahstar University of Technology shows an average improvement of 7%.

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APA: Copy

JABBAR RASHIDI, A., JAFARI, M., & Dadashtabr Ahmadi, K.. (2019). Projection of Cyber Attacks using Damage Estimation and Combination of Attacker’ s Capability and Opportunity based on Transferable Belief Model. JOURNAL OF ELECTRONIC AND CYBER DEFENCE, 6(4 (24) ), 1-12. SID. https://sid.ir/paper/243139/en

Vancouver: Copy

JABBAR RASHIDI A., JAFARI M., Dadashtabr Ahmadi K.. Projection of Cyber Attacks using Damage Estimation and Combination of Attacker’ s Capability and Opportunity based on Transferable Belief Model. JOURNAL OF ELECTRONIC AND CYBER DEFENCE[Internet]. 2019;6(4 (24) ):1-12. Available from: https://sid.ir/paper/243139/en

IEEE: Copy

A. JABBAR RASHIDI, M. JAFARI, and K. Dadashtabr Ahmadi, “Projection of Cyber Attacks using Damage Estimation and Combination of Attacker’ s Capability and Opportunity based on Transferable Belief Model,” JOURNAL OF ELECTRONIC AND CYBER DEFENCE, vol. 6, no. 4 (24) , pp. 1–12, 2019, [Online]. Available: https://sid.ir/paper/243139/en

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