The Forgotten Component in the Development Process of Industry 4.0: Cyber Security
Yıl 2021,
, 1142 - 1158, 31.07.2021
Ercan Nurcan Yılmaz
,
Serkan Gönen
,
Seda Şanoğlu
,
Gökçe Karacayılmaz
,
Özge Özbirinci
Öz
Human history has passed through important technological stages and continues to do so. One of the most important of these stages is the Industry 4.0 process. With this process, traditional industrial production has left its place to an approach where information systems are at the forefront. Industrial communication systems were completely isolated when they were first produced. In time, the Industry 4.0 process started with their connection to internal networks (intranet) and then to the Internet. With the emergence of cyber-physical systems in this process, these systems have become vulnerable to cyber threats. These weaknesses have made smart systems and Industry 4.0 systems the favorite of attackers. Although these systems make significant contributions to human life such as efficiency, speed and operability, if cyber security vulnerabilities are not properly evaluated, the real potential of Industry 4.0 may never be reached. Therefore, the study focused on the Cyber Security component by considering all the components of Industry 4.0. The study will make a significant contribution to the studies on the cyber security dimension of Industry 4.0.
Kaynakça
- [1] H.S. Kang, , J. Y. Lee, S. Choi, H. Kim, J. H. Park, J. Y. Son & S. Do Noh, "Smart manufacturing: Past research, present findings, and future directions" International journal of precision engineering and manufacturing-green technology 3.1,pp. 111-128, 2016.
- [2] A. Soylu, “Endüstri 4.0 ve girişimcilikte yeni yaklaşımlar.” Pamukkale Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, (32), 43-57,2018.
- [3] A. Yıldız, “Endüstri 4.0 ve akıllı fabrikalar.” Sakarya Üniversitesi Fen Bilimleri Enstitüsü Dergisi, 22(2), 546-556, 2018.
- [4] M. ÖZKAN, A. L. Arzu ve S. Yavuz, “Uluslararası politik ekonomi açısından dördüncü sanayi-endüstri devrimi’nin etkileri ve Türkiye.” International Journal of Political Science and Urban Studies, 6(2), 2018.
- [5] M. A. K. Bahrin, M. F. Othman, N. H. N. Azli, & M. F. Talib, “Industry 4.0: A review on industrial automation and robotic.” Jurnal Teknologi, 78(6-13), 2016.
[6] A. Gilchrist, “The Technical and Business Innovators of the Industrial Internet,” Industry 4.0: the industrial internet of things. Berkeley, CA, Apress, 2016 pp. 37, 58.
- [7] G. Li, W. Zhu, H. Dong & Y. Ke, “Stiffness-oriented performance indices defined on two-dimensional manifold for 6-DOF industrial robot,” Robotics and Computer-Integrated Manufacturing, 68, 1-9, 2021.
- [8] S. ÇELEN, “ Sanayi 4.0 ve simülasyon,” International Journal of 3D Printing Technologies and Digital Industry, 1(1), 9-26, 2017.
- [9] V. Alcácer, C. Rodrigues, H. Carvalho, & V. Cruz-Machado, “Tracking the Maturity of Industry 4.0: The Perspective of a Real Scenario,” Research Square, Preprint, 2021.
- [10] L. Da Xu, W. He, & S. Li, “Internet of things in industries: A survey,” IEEE Transactions on industrial informatics, 10(4), 2233-2243, 2014.
- [11] Internet of Things (IoT) connected devices installed base worldwide from 2015 to 2025. (2021, 13 Mart). [Online]. Erişim: https://www.statista.com/statistics/471264/iot-number-of-connected-devices-worldwide/
- [12] Internet of Things. (2021, 13 Mart). [Online]. Erişim: https://www.cisco.com/c/en/us/products/collateral/se/internet-of-things/at-a-glance-c45-731471.pdf?dtid=osscdc000283.
- [13] E. Oztemel, S. Gursev, “Literature review of Industry 4.0 and related technologies,” Journal of Intelligent Manufacturing, 31(1), 127-182, 2020
- [14] K. Zhou, T. Liu, L. Zhou, “Industry 4.0: Towards future industrial opportunities and challenges,” 12th International conference on fuzzy systems and knowledge discovery (FSKD), pp. 2147-2152, IEEE, August 2015.
- [15] N. Benias, & A. P. Markopoulos, “A review on the readiness level and cyber-security challenges in Industry 4.0,” South Eastern European Design Automation, Computer Engineering, Computer Networks and Social Media Conference (SEEDA-CECNSM), pp. 1-5, IEEE, September 2017.
- [16] İ. Akben, “3 Boyutlu Yazıcılar ve Tedarik Zincirine Etkiler,” International Journal of Academic Value Studies (Javstudies), 3(10), 20-35, 2017.
- [17] G. Erboz, "How to define industry 4.0: main pillars of industry 4.0," Szent Istvan University, Gödöllő, pp. 1-9, 2017.
- [18] D. J. Horst, C. A. Duvoisin, & R. de Almeida Vieira, “Additive manufacturing at Industry 4.0: a review,” International journal of engineering and technical research, 8(8), 2018.
- [19] T. Masood, J. Egger, J. “Augmented reality in support of Industry 4.0—Implementation challenges and success factors,” Robotics and Computer-Integrated Manufacturing, 58, 181-195, 2019.
- [20] M. Rüßmann, M. Lorenz, P. Gerbert, M. Waldner, J. Justus, P. Engel & M. Harnisch, “Industry 4.0: The future of productivity and growth in manufacturing industries,” Boston Consulting Group, 9(1), 54-89, 2015.
- [21] İ. İlhan, M. Karaköse, “Requirement Analysis for Cybersecurity Solutions in Industry 4.0 Platforms,” International Artificial Intelligence and Data Processing Symposium (IDAP), pp. 1-7, IEEE, September 2019.
- [22] S. Yin, O. Kaynak, “Big data for modern industry: challenges and trends [point of view],” Proceedings of the IEEE, 103(2), 143-146, 2015.
- [23] Ö. Tuttokmağı, A. Kaygusuz, A. “Smart Grids and Industry 4.0,” International Conference on Artificial Intelligence and Data Processing (IDAP), pp. 1-6, IEEE, September 2018.
- [24] Definition of cybersecurity, (2021, 13 Mart), [Online]. Erişim: https://www.itu.int/en/ITU-T/studygroups/com17/Pages/cybersecurity.aspx
- [25] A. Corallo, M. Lazoi, M. Lezzi, “ Cybersecurity in the context of industry 4.0: A structured classification of critical assets and business impacts,” Computers in industry, 114, 103165, 2020.
- [26] S. Ozawa, T. Ban, N. Hashimoto, J. Nakazato, J. Shimamura, J. “A study of IoT malware activities using association rule learning for darknet sensor data,” International Journal of Information Security, 19(1), 83-92, 2020.
- [27] M. Lezzi, M. Lazoi, A. Corallo, A. “Cybersecurity for Industry 4.0 in the current literature: A reference framework,” Computers in Industry, 103, 97-110, 2018.
- [28] M. Kiss, L. Muha, L. “The cybersecurity capability aspects of smart government and industry 4.0 programmes,” Interdisciplinary Description of Complex Systems: INDECS, 16(3-A), 313-319, 2018.
- [29] Addressing the SANS TOP 20 critical security controls for effective cyber defense. (2021, 13 Mart). A trend Micro Whitepaper, [Online]. Erişim: https://resources.trendmicro.com/rs/945-CXD-062/images/sans_top20_csc_trendmicro2016.pdf
- [30] A. Corallo, M. Lazoi, M. Lezzi, M. “ Cybersecurity in the context of industry 4.0: A structured classification of critical assets and business impacts,” Computers in industry, 114, 103165, 2020.
- [32] OWASP Internet of Things. (2021, 13 Mart). [Online]. Erişim: https://www.owasp.org/index.php/OWASP_Internet_of_Things_Project
- [33] E. Casalicchio, G. Gualandi, G. “ ASiMOV: A self-protecting control application for the smart factory,” Future Generation Computer Systems, 115, 213-235, 2021.
- [34] M. T. Rahman, M. S. Rahman, H. Wang, S. Tajik, W. Khalil, F.Farahmandi & M. Tehranipoor, “Defense-in-depth: A recipe for logic locking to prevail,” Integration, 72, 39-57, 2020
- [35] S. GÖNEN, “PLC ile Kontrol Edilen Mikro Tip Akıllı Şebeke Sistemlerde Bilgi Güvenliğinin Sağlanması,” Doktora Tezi, Gazi Üniversitesi Fen Bilimleri Enstitüsü, Ankara, 2018.
- [36] A. R. Sadeghi, C. Wachsmann, M. Waidner, “Security and privacy challenges in industrial internet of things,” 52nd ACM/EDAC/IEEE Design Automation Conference (DAC), pp. 1-6, IEEE, June 2015.
- [37] M. Indri, A. Grau, M. Ruderman, “Guest editorial special section on recent trends and developments in industry 4.0 motivated robotic solutions,” IEEE Transactions on Industrial Informatics, 14(4), 1677-1680, 2018.
- [38] G. Culot, F. Fattori, M. Podrecca, M. Sartor, “Addressing industry 4.0 cybersecurity challenges,” IEEE Engineering Management Review, 47(3), 79-86, 2019.
- [39] H. Mouratidis, V. Diamantopoulou, “A security analysis method for industrial Internet of Things,” IEEE Transactions on Industrial Informatics, 14(9), 4093-4100, 2018.
- [40] A. A. Süzen, “A Risk-Assessment of Cyber Attacks and Defense Strategies in Industry 4.0 Ecosystem,” International Journal of Computer Network & Information Security, 12(1),2020.
- [41] A. Hassanzadeh, S. Modi, S. Mulchandani, “ Towards effective security control assignment in the Industrial Internet of Things,” IEEE 2nd World Forum on Internet of Things (WF-IoT), pp. 795-800, IEEE, December 2015.
- [42] Z. S. M. Attarbashi, Y. Fazea, “Investigation on 6LoWPAN Data Security for Internet of Things,” 2nd International Conference on Computer and Information Sciences (ICCIS), pp. 1-5, IEEE, October 2020.
- [43] S. Chakraborty, A. Majumder, A. “6LoWPAN Security: Classification, Analysis and Open Research Issues,” International Journal of Computational Intelligence & IoT, 1(1), 2019.
- [44] S. Sharma, S. Kumar, “A Review on IoT: Protocols, Architecture, Technologies, Application and Research Challenges,” 10th International Conference on Cloud Computing, Data Science & Engineering (Confluence), pp. 559-564, IEEE, January 2020.
Endüstri 4.0’ın Gelişim Sürecinde Unutulan Bileşen: Siber Güvenlik
Yıl 2021,
, 1142 - 1158, 31.07.2021
Ercan Nurcan Yılmaz
,
Serkan Gönen
,
Seda Şanoğlu
,
Gökçe Karacayılmaz
,
Özge Özbirinci
Öz
İnsanlık tarihi teknolojik açıdan önemli aşamalardan geçmiştir ve geçmeye devam etmektedir. Bu aşamaların en önemlilerinden birisi de Endüstri 4.0 sürecidir. Bu süreçle birlikte geleneksel sanayi üretimi yerini bilişim sistemlerinin ön planda olduğu bir yaklaşıma bırakmıştır. Endüstriyel haberleşme sistemleri ilk üretildikleri zamanlarda tamamen izole olarak yönetilmişlerdir. Zamanla iç ağlara (intranet) devamında ise internete bağlanmaları ile Endüstri 4.0 süreci başlamıştır. Bu süreçte siber-fiziksel sistemlerin ortaya çıkmasıyla birlikte, bu sistemler siber tehditlere karşı açık hale gelmişlerdir. Bu zafiyetler akıllı sistemleri ve Endüstri 4.0 sistemlerini saldırganların gözdesi haline getirmiştir. Her ne kadar bu sistemler verimlilik, sürat, işlerlik gibi insan hayatına önemli katkılar sağlasa da siber güvenlik açıklıkları uygun şekilde değerlendirilmezse, Endüstri 4.0'ın gerçek potansiyeline asla ulaşılamayabilir. Bu nedenle, çalışmada Endüstri 4.0’ın tüm bileşenleri ele alınarak, Siber Güvenlik bileşeni üzerine odaklanılmıştır. Çalışma, Endüstri 4.0’ın siber güvenlik boyutuna yönelik çalışmalara önemli katkı sağlayacaktır.
Kaynakça
- [1] H.S. Kang, , J. Y. Lee, S. Choi, H. Kim, J. H. Park, J. Y. Son & S. Do Noh, "Smart manufacturing: Past research, present findings, and future directions" International journal of precision engineering and manufacturing-green technology 3.1,pp. 111-128, 2016.
- [2] A. Soylu, “Endüstri 4.0 ve girişimcilikte yeni yaklaşımlar.” Pamukkale Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, (32), 43-57,2018.
- [3] A. Yıldız, “Endüstri 4.0 ve akıllı fabrikalar.” Sakarya Üniversitesi Fen Bilimleri Enstitüsü Dergisi, 22(2), 546-556, 2018.
- [4] M. ÖZKAN, A. L. Arzu ve S. Yavuz, “Uluslararası politik ekonomi açısından dördüncü sanayi-endüstri devrimi’nin etkileri ve Türkiye.” International Journal of Political Science and Urban Studies, 6(2), 2018.
- [5] M. A. K. Bahrin, M. F. Othman, N. H. N. Azli, & M. F. Talib, “Industry 4.0: A review on industrial automation and robotic.” Jurnal Teknologi, 78(6-13), 2016.
[6] A. Gilchrist, “The Technical and Business Innovators of the Industrial Internet,” Industry 4.0: the industrial internet of things. Berkeley, CA, Apress, 2016 pp. 37, 58.
- [7] G. Li, W. Zhu, H. Dong & Y. Ke, “Stiffness-oriented performance indices defined on two-dimensional manifold for 6-DOF industrial robot,” Robotics and Computer-Integrated Manufacturing, 68, 1-9, 2021.
- [8] S. ÇELEN, “ Sanayi 4.0 ve simülasyon,” International Journal of 3D Printing Technologies and Digital Industry, 1(1), 9-26, 2017.
- [9] V. Alcácer, C. Rodrigues, H. Carvalho, & V. Cruz-Machado, “Tracking the Maturity of Industry 4.0: The Perspective of a Real Scenario,” Research Square, Preprint, 2021.
- [10] L. Da Xu, W. He, & S. Li, “Internet of things in industries: A survey,” IEEE Transactions on industrial informatics, 10(4), 2233-2243, 2014.
- [11] Internet of Things (IoT) connected devices installed base worldwide from 2015 to 2025. (2021, 13 Mart). [Online]. Erişim: https://www.statista.com/statistics/471264/iot-number-of-connected-devices-worldwide/
- [12] Internet of Things. (2021, 13 Mart). [Online]. Erişim: https://www.cisco.com/c/en/us/products/collateral/se/internet-of-things/at-a-glance-c45-731471.pdf?dtid=osscdc000283.
- [13] E. Oztemel, S. Gursev, “Literature review of Industry 4.0 and related technologies,” Journal of Intelligent Manufacturing, 31(1), 127-182, 2020
- [14] K. Zhou, T. Liu, L. Zhou, “Industry 4.0: Towards future industrial opportunities and challenges,” 12th International conference on fuzzy systems and knowledge discovery (FSKD), pp. 2147-2152, IEEE, August 2015.
- [15] N. Benias, & A. P. Markopoulos, “A review on the readiness level and cyber-security challenges in Industry 4.0,” South Eastern European Design Automation, Computer Engineering, Computer Networks and Social Media Conference (SEEDA-CECNSM), pp. 1-5, IEEE, September 2017.
- [16] İ. Akben, “3 Boyutlu Yazıcılar ve Tedarik Zincirine Etkiler,” International Journal of Academic Value Studies (Javstudies), 3(10), 20-35, 2017.
- [17] G. Erboz, "How to define industry 4.0: main pillars of industry 4.0," Szent Istvan University, Gödöllő, pp. 1-9, 2017.
- [18] D. J. Horst, C. A. Duvoisin, & R. de Almeida Vieira, “Additive manufacturing at Industry 4.0: a review,” International journal of engineering and technical research, 8(8), 2018.
- [19] T. Masood, J. Egger, J. “Augmented reality in support of Industry 4.0—Implementation challenges and success factors,” Robotics and Computer-Integrated Manufacturing, 58, 181-195, 2019.
- [20] M. Rüßmann, M. Lorenz, P. Gerbert, M. Waldner, J. Justus, P. Engel & M. Harnisch, “Industry 4.0: The future of productivity and growth in manufacturing industries,” Boston Consulting Group, 9(1), 54-89, 2015.
- [21] İ. İlhan, M. Karaköse, “Requirement Analysis for Cybersecurity Solutions in Industry 4.0 Platforms,” International Artificial Intelligence and Data Processing Symposium (IDAP), pp. 1-7, IEEE, September 2019.
- [22] S. Yin, O. Kaynak, “Big data for modern industry: challenges and trends [point of view],” Proceedings of the IEEE, 103(2), 143-146, 2015.
- [23] Ö. Tuttokmağı, A. Kaygusuz, A. “Smart Grids and Industry 4.0,” International Conference on Artificial Intelligence and Data Processing (IDAP), pp. 1-6, IEEE, September 2018.
- [24] Definition of cybersecurity, (2021, 13 Mart), [Online]. Erişim: https://www.itu.int/en/ITU-T/studygroups/com17/Pages/cybersecurity.aspx
- [25] A. Corallo, M. Lazoi, M. Lezzi, “ Cybersecurity in the context of industry 4.0: A structured classification of critical assets and business impacts,” Computers in industry, 114, 103165, 2020.
- [26] S. Ozawa, T. Ban, N. Hashimoto, J. Nakazato, J. Shimamura, J. “A study of IoT malware activities using association rule learning for darknet sensor data,” International Journal of Information Security, 19(1), 83-92, 2020.
- [27] M. Lezzi, M. Lazoi, A. Corallo, A. “Cybersecurity for Industry 4.0 in the current literature: A reference framework,” Computers in Industry, 103, 97-110, 2018.
- [28] M. Kiss, L. Muha, L. “The cybersecurity capability aspects of smart government and industry 4.0 programmes,” Interdisciplinary Description of Complex Systems: INDECS, 16(3-A), 313-319, 2018.
- [29] Addressing the SANS TOP 20 critical security controls for effective cyber defense. (2021, 13 Mart). A trend Micro Whitepaper, [Online]. Erişim: https://resources.trendmicro.com/rs/945-CXD-062/images/sans_top20_csc_trendmicro2016.pdf
- [30] A. Corallo, M. Lazoi, M. Lezzi, M. “ Cybersecurity in the context of industry 4.0: A structured classification of critical assets and business impacts,” Computers in industry, 114, 103165, 2020.
- [32] OWASP Internet of Things. (2021, 13 Mart). [Online]. Erişim: https://www.owasp.org/index.php/OWASP_Internet_of_Things_Project
- [33] E. Casalicchio, G. Gualandi, G. “ ASiMOV: A self-protecting control application for the smart factory,” Future Generation Computer Systems, 115, 213-235, 2021.
- [34] M. T. Rahman, M. S. Rahman, H. Wang, S. Tajik, W. Khalil, F.Farahmandi & M. Tehranipoor, “Defense-in-depth: A recipe for logic locking to prevail,” Integration, 72, 39-57, 2020
- [35] S. GÖNEN, “PLC ile Kontrol Edilen Mikro Tip Akıllı Şebeke Sistemlerde Bilgi Güvenliğinin Sağlanması,” Doktora Tezi, Gazi Üniversitesi Fen Bilimleri Enstitüsü, Ankara, 2018.
- [36] A. R. Sadeghi, C. Wachsmann, M. Waidner, “Security and privacy challenges in industrial internet of things,” 52nd ACM/EDAC/IEEE Design Automation Conference (DAC), pp. 1-6, IEEE, June 2015.
- [37] M. Indri, A. Grau, M. Ruderman, “Guest editorial special section on recent trends and developments in industry 4.0 motivated robotic solutions,” IEEE Transactions on Industrial Informatics, 14(4), 1677-1680, 2018.
- [38] G. Culot, F. Fattori, M. Podrecca, M. Sartor, “Addressing industry 4.0 cybersecurity challenges,” IEEE Engineering Management Review, 47(3), 79-86, 2019.
- [39] H. Mouratidis, V. Diamantopoulou, “A security analysis method for industrial Internet of Things,” IEEE Transactions on Industrial Informatics, 14(9), 4093-4100, 2018.
- [40] A. A. Süzen, “A Risk-Assessment of Cyber Attacks and Defense Strategies in Industry 4.0 Ecosystem,” International Journal of Computer Network & Information Security, 12(1),2020.
- [41] A. Hassanzadeh, S. Modi, S. Mulchandani, “ Towards effective security control assignment in the Industrial Internet of Things,” IEEE 2nd World Forum on Internet of Things (WF-IoT), pp. 795-800, IEEE, December 2015.
- [42] Z. S. M. Attarbashi, Y. Fazea, “Investigation on 6LoWPAN Data Security for Internet of Things,” 2nd International Conference on Computer and Information Sciences (ICCIS), pp. 1-5, IEEE, October 2020.
- [43] S. Chakraborty, A. Majumder, A. “6LoWPAN Security: Classification, Analysis and Open Research Issues,” International Journal of Computational Intelligence & IoT, 1(1), 2019.
- [44] S. Sharma, S. Kumar, “A Review on IoT: Protocols, Architecture, Technologies, Application and Research Challenges,” 10th International Conference on Cloud Computing, Data Science & Engineering (Confluence), pp. 559-564, IEEE, January 2020.