Modeling of cyber-attacks obfuscation based on the attack analogous to the technique of insertion attacks

Q: How can I download an article?

To download an article from SID, first log in to the site, search for the article title, and click on the 'Download Article' option.

Q: How can I download an ISI article?

To download an ISI article on SID, enter the keyword or article title in the search bar, view the relevant results, click on the desired article, and select the 'Download Article' option.

Q: How can I access the SID database?

To access the SID database, visit SID.ir, create an account, and log in to access scientific resources.

Q: Is downloading articles from SID free?

Some articles on SID are available for free, while others require payment. Details are specified on the article's page.

Shoushian K.; Rashidi A. J.; DEHGHANI M.

مرکز اطلاعات علمی Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

Journal Paper

Paper Information

Journal: JOURNAL OF ELECTRONIC AND CYBER DEFENCE Year:2020 | Volume:7 | Issue:4 Page(s): 91-103

Download Full-Text

Persian Verion

View:

856

Download:

Cites:

Information Journal Paper

Title

Modeling of cyber-attacks obfuscation based on the attack analogous to the technique of insertion attacks

Author(s)

Shoushian K. | Rashidi A. J. | DEHGHANI M. | Issue Writer Certificate

Keywords

Intrusion detection systemsQ1

Attacks obfuscationQ1

Insertion attackQ1

Analogous attackQ1

Abstract

One of the most important threats of recent years in computer systems and cyber space is ambiguous cyber-attack. Obfuscation at the level of attack means change of attack, without change in behavior and change in the type of impact of attack on the victim. In this paper, a new classification method has been proposed for modeling cyber attacks, a method based on the technique of Insertion attacks. In this method, by increasing the wrong classification in attack strategies, the dependency between the warnings and precautions is separated; so, by increasing the length of the attack, network security managers cannot easily distinguish cyber-attacks. The proposed model is based on Bayesian algorithm. Tables and the assessment figures show the proper formulation of the mechanisms provided for the sequence of attacks so that the detection of obfuscation attacks is far less likely than clean attacks. By increasing the sequence of attacks, the correct classification accuracy tends to zero. The proposed method for obfuscation of the attacks due to the ability to mislead the Intrusion detection systems and to create uncertainty in the sequence of the observed attacks, has better performance than the obfuscation logic at both code and action level.

Cites

No record.

References

No record.

Cite

APA: Copy

Shoushian, K., Rashidi, A. J., & DEHGHANI, M.. (2020). Modeling of cyber-attacks obfuscation based on the attack analogous to the technique of insertion attacks. JOURNAL OF ELECTRONIC AND CYBER DEFENCE, 7(4 ), 91-103. SID. https://sid.ir/paper/362759/en

Vancouver: Copy

Shoushian K., Rashidi A. J., DEHGHANI M.. Modeling of cyber-attacks obfuscation based on the attack analogous to the technique of insertion attacks. JOURNAL OF ELECTRONIC AND CYBER DEFENCE[Internet]. 2020;7(4 ):91-103. Available from: https://sid.ir/paper/362759/en

IEEE: Copy

K. Shoushian, A. J. Rashidi, and M. DEHGHANI, “Modeling of cyber-attacks obfuscation based on the attack analogous to the technique of insertion attacks,” JOURNAL OF ELECTRONIC AND CYBER DEFENCE, vol. 7, no. 4 , pp. 91–103, 2020, [Online]. Available: https://sid.ir/paper/362759/en

Related Journal Papers