Turkish national cyber-firewall to mitigate countrywide cyber-attacks. (January 2019)
- Record Type:
- Journal Article
- Title:
- Turkish national cyber-firewall to mitigate countrywide cyber-attacks. (January 2019)
- Main Title:
- Turkish national cyber-firewall to mitigate countrywide cyber-attacks
- Authors:
- Sari, Arif
- Abstract:
- Highlights: "Seddulbahir, " the first Turkish national cyber-firewall system is proposed. Artificial neural network radial basis function (RBF-NN) approach is used to generate security rules for 21 different attacks from 66 different network service flows. National Cyber-technologies of developed countries are investigated. Current state of the Turkey Cyber-infrastructure is highlighted. Economic Impact of Volumetric DNS attacks on Turkey between 14th-24th December 2015 are exposed. Required structure of the cyber-technologies to enhance country-wide cyber-security is elaborated. Abstract: This research introduces "Seddulbahir, " the first Turkish national cyber-firewall system. Proposed as the first of its kind, Seddulbahir resists possible cyber-attack threats against Turkey's internet infrastructure. Seddulbahir uses the artificial neural network radial basis function (RBF-NN) approach to generate rules that can detect 21 different attacks classified as probing, DoS (Denial of Service), U2R (User-to-Root), and R2L (Remote-to-Local) through the analysis of 66 different network service flows and based on three communication protocols. Results indicate that our proposed approach detects abnormal traffic with high efficiency, low cost, and has a wide detection range, providing accurate, flexible, and effective results in contrast to traditional methods. This paper also outlines the current state of cyberspace in Turkey, provides an analysis and detailed model of the latestHighlights: "Seddulbahir, " the first Turkish national cyber-firewall system is proposed. Artificial neural network radial basis function (RBF-NN) approach is used to generate security rules for 21 different attacks from 66 different network service flows. National Cyber-technologies of developed countries are investigated. Current state of the Turkey Cyber-infrastructure is highlighted. Economic Impact of Volumetric DNS attacks on Turkey between 14th-24th December 2015 are exposed. Required structure of the cyber-technologies to enhance country-wide cyber-security is elaborated. Abstract: This research introduces "Seddulbahir, " the first Turkish national cyber-firewall system. Proposed as the first of its kind, Seddulbahir resists possible cyber-attack threats against Turkey's internet infrastructure. Seddulbahir uses the artificial neural network radial basis function (RBF-NN) approach to generate rules that can detect 21 different attacks classified as probing, DoS (Denial of Service), U2R (User-to-Root), and R2L (Remote-to-Local) through the analysis of 66 different network service flows and based on three communication protocols. Results indicate that our proposed approach detects abnormal traffic with high efficiency, low cost, and has a wide detection range, providing accurate, flexible, and effective results in contrast to traditional methods. This paper also outlines the current state of cyberspace in Turkey, provides an analysis and detailed model of the latest cyber-attacks generated against Turkey, and investigates the working mechanisms of national cyber firewall systems used by developed countries such as Russia, China, and the United States. … (more)
- Is Part Of:
- Computers & electrical engineering. Volume 73(2019)
- Journal:
- Computers & electrical engineering
- Issue:
- Volume 73(2019)
- Issue Display:
- Volume 73, Issue 2019 (2019)
- Year:
- 2019
- Volume:
- 73
- Issue:
- 2019
- Issue Sort Value:
- 2019-0073-2019-0000
- Page Start:
- 128
- Page End:
- 144
- Publication Date:
- 2019-01
- Subjects:
- National cyber firewall -- Artificial neural networks -- Radial basis function -- Turkey -- Cyber-attack -- Intrusion Detection System -- DoS -- National security
Computer engineering -- Periodicals
Electrical engineering -- Periodicals
Electrical engineering -- Data processing -- Periodicals
Ordinateurs -- Conception et construction -- Périodiques
Électrotechnique -- Périodiques
Électrotechnique -- Informatique -- Périodiques
Computer engineering
Electrical engineering
Electrical engineering -- Data processing
Periodicals
Electronic journals
621.302854 - Journal URLs:
- http://www.sciencedirect.com/science/journal/00457906/ ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.compeleceng.2018.11.008 ↗
- Languages:
- English
- ISSNs:
- 0045-7906
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 3394.680000
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