Skip to main content

2023 | OriginalPaper | Buchkapitel

A Roadmap for SMEs to Adopt an AI Based Cyber Threat Intelligence

verfasst von : Abhilash J. Varma, Nasser Taleb, Raed A. Said, Taher M. Ghazal, Munir Ahmad, Haitham M. Alzoubi, Muhammad Alshurideh

Erschienen in: The Effect of Information Technology on Business and Marketing Intelligence Systems

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Cybersecurity has started to become the most significant concern among organizations as the number of threats and criminal activities in the past decade has increased exponentially. Cybercriminals and their attacking techniques have become increasingly sophisticated over the past couple of years. Conventional security measures will no longer be able to detect and mitigate the propagation of such advanced attacking trends. More and more hackers have started focusing on Small and medium-sized enterprises (SMEs) taking advantage of their limited resources. Therefore, SMEs will have to quickly adopt Artificial Intelligence (AI) based cybersecurity system in their infrastructure to defend themselves effectively and efficiently. It is currently forecasted that by 2021, 75% of all organizations will use AI and Machine learning (ML) applications in their security architecture to protect against all cyber threats. In this paper, the researchers identify the various challenges faced by SMEs in adopting an AI based cybersecurity due to their knowledge gap and lack of expertise. The researcher intends to provide a good background on AI, Cyber Threat Intelligence (CTI) and highlight some of the significant benefits provided by an AI based CTI system. A simple roadmap is developed using a qualitative research methodology to help SMEs effectively implement an AI based Cyber Threat Intelligent system in their infrastructure.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
Zurück zum Zitat Aasriya, N. Al. (2021). International Journal of Technology, Innovation and Management (IJTIM), 1(Special Issue 1), 90–104. Aasriya, N. Al. (2021). International Journal of Technology, Innovation and Management (IJTIM), 1(Special Issue 1), 90–104.
Zurück zum Zitat Aburayya, A., Alshurideh, M., Al Marzouqi, A., Al Diabat, O., Alfarsi, A., Suson, R., Salloum, S. A., Alawadhi, D., & Alzarouni, A. (2020). Critical success factors affecting the implementation of tqm in public hospitals: A case study in UAE Hospitals. Systematic Reviews in Pharmacy, 11(10). https://doi.org/10.31838/srp.2020.10.39. Aburayya, A., Alshurideh, M., Al Marzouqi, A., Al Diabat, O., Alfarsi, A., Suson, R., Salloum, S. A., Alawadhi, D., & Alzarouni, A. (2020). Critical success factors affecting the implementation of tqm in public hospitals: A case study in UAE Hospitals. Systematic Reviews in Pharmacy, 11(10). https://​doi.​org/​10.​31838/​srp.​2020.​10.​39.
Zurück zum Zitat Ahmed, A., Alshurideh, M., Al Kurdi, B., & Salloum, S. A. (2021). Digital transformation and organizational operational decision making: A systematic review. In Advances in Intelligent Systems and Computing: Vol. 1261 AISC (Issue September). Springer International Publishing. https://doi.org/10.1007/978-3-030-58669-0_63. Ahmed, A., Alshurideh, M., Al Kurdi, B., & Salloum, S. A. (2021). Digital transformation and organizational operational decision making: A systematic review. In Advances in Intelligent Systems and Computing: Vol. 1261 AISC (Issue September). Springer International Publishing. https://​doi.​org/​10.​1007/​978-3-030-58669-0_​63.
Zurück zum Zitat Akhtar, A., Akhtar, S., Bakhtawar, B., Kashif, A. A., Aziz, N., & Javeid, M. S. (2021). COVID-19 detection from CBC using machine learning techniques. International Journal of Technology, Innovation and Management (IJTIM), 1(2), 65–78. https://doi.org/10.54489/ijtim.v1i2.22. Akhtar, A., Akhtar, S., Bakhtawar, B., Kashif, A. A., Aziz, N., & Javeid, M. S. (2021). COVID-19 detection from CBC using machine learning techniques. International Journal of Technology, Innovation and Management (IJTIM), 1(2), 65–78. https://​doi.​org/​10.​54489/​ijtim.​v1i2.​22.
Zurück zum Zitat Akour, I., Alshurideh, M., Al Kurdi, B., Al Ali, A., & Salloum, S. (2021). Using machine learning algorithms to predict people’s intention to use mobile learning platforms during the COVID-19 pandemic: machine learning approach. JMIR Medical Education, 7(1), 1–17.CrossRef Akour, I., Alshurideh, M., Al Kurdi, B., Al Ali, A., & Salloum, S. (2021). Using machine learning algorithms to predict people’s intention to use mobile learning platforms during the COVID-19 pandemic: machine learning approach. JMIR Medical Education, 7(1), 1–17.CrossRef
Zurück zum Zitat Al Kurdi, B., Alshurideh, M., Nuseir, M., Aburayya, A., & Salloum, S. A. (2021). The effects of subjective norm on the intention to use social media networks: An exploratory study using PLS-SEM and machine learning approach. Advanced Machine Learning Technologies and Applications: Proceedings of AMLTA, 2021, 581–592.CrossRef Al Kurdi, B., Alshurideh, M., Nuseir, M., Aburayya, A., & Salloum, S. A. (2021). The effects of subjective norm on the intention to use social media networks: An exploratory study using PLS-SEM and machine learning approach. Advanced Machine Learning Technologies and Applications: Proceedings of AMLTA, 2021, 581–592.CrossRef
Zurück zum Zitat Al Shebli, K., Said, R. A., Taleb, N., Ghazal, T. M., Alshurideh, M. T., & Alzoubi, H. M. (2021). RTA’s Employees’ perceptions toward the efficiency of artificial intelligence and big data utilization in providing smart services to the residents of Dubai. The International Conference on Artificial Intelligence and Computer Vision, 573–585. Al Shebli, K., Said, R. A., Taleb, N., Ghazal, T. M., Alshurideh, M. T., & Alzoubi, H. M. (2021). RTA’s Employees’ perceptions toward the efficiency of artificial intelligence and big data utilization in providing smart services to the residents of Dubai. The International Conference on Artificial Intelligence and Computer Vision, 573–585.
Zurück zum Zitat AlHamad, A., Alshurideh, M., Alomari, K., Kurdi, B. A., Alzoubi, H., Hamouche, S., & Al-Hawary, S. (2022). The effect of electronic human resources management on organizational health of telecommunications companies in Jordan. International Journal of Data and Network Science, 6(2), 429–438. https://doi.org/10.5267/j.ijdns.2021.12.011.CrossRef AlHamad, A., Alshurideh, M., Alomari, K., Kurdi, B. A., Alzoubi, H., Hamouche, S., & Al-Hawary, S. (2022). The effect of electronic human resources management on organizational health of telecommunications companies in Jordan. International Journal of Data and Network Science, 6(2), 429–438. https://​doi.​org/​10.​5267/​j.​ijdns.​2021.​12.​011.CrossRef
Zurück zum Zitat Alhashmi, S. F. S., Alshurideh, M., Al Kurdi, B., & Salloum, S. A. (2020). A systematic review of the factors affecting the artificial intelligence implementation in the health care sector. In Advances in Intelligent Systems and Computing, Vol. 1153 AISC. https://doi.org/10.1007/978-3-030-44289-7_4. Alhashmi, S. F. S., Alshurideh, M., Al Kurdi, B., & Salloum, S. A. (2020). A systematic review of the factors affecting the artificial intelligence implementation in the health care sector. In Advances in Intelligent Systems and Computing, Vol. 1153 AISC. https://​doi.​org/​10.​1007/​978-3-030-44289-7_​4.
Zurück zum Zitat Ali, N., Ahmed, A., Anum, L., Ghazal, T. M., Abbas, S., Khan, M. A., … & Ahmad, M. (2021). Modelling supply chain information collaboration empowered with machine learning technique. Intelligent Automation and Soft Computing, 30(1), 243–257. Ali, N., Ahmed, A., Anum, L., Ghazal, T. M., Abbas, S., Khan, M. A., … & Ahmad, M. (2021). Modelling supply chain information collaboration empowered with machine learning technique. Intelligent Automation and Soft Computing, 30(1), 243–257.
Zurück zum Zitat Ali, N., M. Ghazal, T., Ahmed, A., Abbas, S., A. Khan, M., Alzoubi, H., Farooq, U., Ahmad, M., & Adnan Khan, M. (2022). Fusion-based supply chain collaboration using machine learning techniques. Intelligent Automation & Soft Computing, 31(3), 1671–1687. https://doi.org/10.32604/iasc.2022.019892. Ali, N., M. Ghazal, T., Ahmed, A., Abbas, S., A. Khan, M., Alzoubi, H., Farooq, U., Ahmad, M., & Adnan Khan, M. (2022). Fusion-based supply chain collaboration using machine learning techniques. Intelligent Automation & Soft Computing, 31(3), 1671–1687. https://​doi.​org/​10.​32604/​iasc.​2022.​019892.
Zurück zum Zitat Alkalha, Z., Al-Zu’bi, Z., Al-Dmour, H., Alshurideh, M., & Masa’deh, R. (2012). Investigating the effects of human resource policies on organizational performance: An empirical study on commercial banks operating in Jordan. European Journal of Economics, Finance and Administrative Sciences, 51(1), 44–64. Alkalha, Z., Al-Zu’bi, Z., Al-Dmour, H., Alshurideh, M., & Masa’deh, R. (2012). Investigating the effects of human resource policies on organizational performance: An empirical study on commercial banks operating in Jordan. European Journal of Economics, Finance and Administrative Sciences, 51(1), 44–64.
Zurück zum Zitat Alkhalil, Z., Hewage, C., Nawaf, L., & Khan, I. (2021). Phishing attacks: A recent comprehensive study and a new anatomy. Frontiers in Computer Science, 3, 6.CrossRef Alkhalil, Z., Hewage, C., Nawaf, L., & Khan, I. (2021). Phishing attacks: A recent comprehensive study and a new anatomy. Frontiers in Computer Science, 3, 6.CrossRef
Zurück zum Zitat Almaazmi, J., Alshurideh, M., Al Kurdi, B., & Salloum, S. A. (2020). The effect of digital transformation on product innovation: A critical review. International Conference on Advanced Intelligent Systems and Informatics, 731–741. Almaazmi, J., Alshurideh, M., Al Kurdi, B., & Salloum, S. A. (2020). The effect of digital transformation on product innovation: A critical review. International Conference on Advanced Intelligent Systems and Informatics, 731–741.
Zurück zum Zitat AlMehrzi, A., Alshurideh, M., & Al Kurdi, B. (2020). Investigation of the key internal factors influencing knowledge management, employment, and Organisational performance: A qualitative study of the UAE hospitality sector. International Journal of Innovation, Creativity and Change, 14(1), 1369–1394. AlMehrzi, A., Alshurideh, M., & Al Kurdi, B. (2020). Investigation of the key internal factors influencing knowledge management, employment, and Organisational performance: A qualitative study of the UAE hospitality sector. International Journal of Innovation, Creativity and Change, 14(1), 1369–1394.
Zurück zum Zitat Alnazer, N. N., Alnuaimi, M. A., & Alzoubi, H. M. (2017a). Analysing the appropriate cognitive styles and its effect on strategic innovation in Jordanian universities. International Journal of Business Excellence, 13(1), 127–140.CrossRef Alnazer, N. N., Alnuaimi, M. A., & Alzoubi, H. M. (2017a). Analysing the appropriate cognitive styles and its effect on strategic innovation in Jordanian universities. International Journal of Business Excellence, 13(1), 127–140.CrossRef
Zurück zum Zitat Alnuaimi, M., Alzoubi, H. M., Ajelat, D., & Alzoubi, A. A. (2021a). Towards intelligent organisations: An empirical investigation of learning orientation’s role in technical innovation. International Journal of Innovation and Learning, 29(2), 207–221.CrossRef Alnuaimi, M., Alzoubi, H. M., Ajelat, D., & Alzoubi, A. A. (2021a). Towards intelligent organisations: An empirical investigation of learning orientation’s role in technical innovation. International Journal of Innovation and Learning, 29(2), 207–221.CrossRef
Zurück zum Zitat AlShamsi, M., Salloum, S. A., Alshurideh, M., & Abdallah, S. (2021). Artificial intelligence and blockchain for transparency in governance. In Artificial Intelligence for Sustainable Development: Theory, Practice and Future Applications (pp. 219–230). Springer. AlShamsi, M., Salloum, S. A., Alshurideh, M., & Abdallah, S. (2021). Artificial intelligence and blockchain for transparency in governance. In Artificial Intelligence for Sustainable Development: Theory, Practice and Future Applications (pp. 219–230). Springer.
Zurück zum Zitat AlShehhi, H., Alshurideh, M., Al Kurdi, B., & Salloum, S. A. (2020). The impact of ethical leadership on employees performance: A systematic review. International Conference on Advanced Intelligent Systems and Informatics, 417–426. AlShehhi, H., Alshurideh, M., Al Kurdi, B., & Salloum, S. A. (2020). The impact of ethical leadership on employees performance: A systematic review. International Conference on Advanced Intelligent Systems and Informatics, 417–426.
Zurück zum Zitat Alshraideh, A., Al-Lozi, M., & Alshurideh, M. (2017). The impact of training strategy on organizational loyalty via the mediating variables of organizational satisfaction and organizational performance: An empirical study on Jordanian agricultural credit corporation staff. Journal of Social Sciences (COES&RJ-JSS), 6, 383–394. Alshraideh, A., Al-Lozi, M., & Alshurideh, M. (2017). The impact of training strategy on organizational loyalty via the mediating variables of organizational satisfaction and organizational performance: An empirical study on Jordanian agricultural credit corporation staff. Journal of Social Sciences (COES&RJ-JSS), 6, 383–394.
Zurück zum Zitat Alshurideh, M. T., Al Kurdi, B., Alzoubi, H. M., Sahawneh, N., & Al-kassem, A. H. (2022a). Fuzzy assisted human resource management for supply chain management issues. Annals of Operations Research, 24(1), 1–19. Alshurideh, M. T., Al Kurdi, B., Alzoubi, H. M., Sahawneh, N., & Al-kassem, A. H. (2022a). Fuzzy assisted human resource management for supply chain management issues. Annals of Operations Research, 24(1), 1–19.
Zurück zum Zitat Alshurideh, M. (2022). Does electronic customer relationship management (E-CRM) affect service quality at private hospitals in Jordan? Uncertain Supply Chain Management, 10(2), 1–8.CrossRef Alshurideh, M. (2022). Does electronic customer relationship management (E-CRM) affect service quality at private hospitals in Jordan? Uncertain Supply Chain Management, 10(2), 1–8.CrossRef
Zurück zum Zitat AlShurideh, M., Alsharari, N. M., & Al Kurdi, B. (2019). Supply chain integration and customer relationship management in the airline logistics. Theoretical Economics Letters, 9(02), 392–414.CrossRef AlShurideh, M., Alsharari, N. M., & Al Kurdi, B. (2019). Supply chain integration and customer relationship management in the airline logistics. Theoretical Economics Letters, 9(02), 392–414.CrossRef
Zurück zum Zitat Alshurideh, M, Al Kurdi, B., Alzoubi, H., Ghazal, T., Said, R., AlHamad, A., Hamadneh, S., Sahawneh, N., & Al-kassem, A. (2022b). Fuzzy assisted human resource management for supply chain management issues. Annals of Operations Research, 1–19. Alshurideh, M, Al Kurdi, B., Alzoubi, H., Ghazal, T., Said, R., AlHamad, A., Hamadneh, S., Sahawneh, N., & Al-kassem, A. (2022b). Fuzzy assisted human resource management for supply chain management issues. Annals of Operations Research, 1–19.
Zurück zum Zitat Alshurideh, Muhammad, Al Kurdi, B., Salloum, S. A., Arpaci, I., & Al-Emran, M. (2020b). Predicting the actual use of m-learning systems: A comparative approach using PLS-SEM and machine learning algorithms. Interactive Learning Environments, 1–15. Alshurideh, Muhammad, Al Kurdi, B., Salloum, S. A., Arpaci, I., & Al-Emran, M. (2020b). Predicting the actual use of m-learning systems: A comparative approach using PLS-SEM and machine learning algorithms. Interactive Learning Environments, 1–15.
Zurück zum Zitat Altamony, H., Masa’deh, R. M. T., Alshurideh, M., & Obeidat, B. Y. (2012). Information systems for competitive advantage: Implementation of an organisational strategic management process. Innovation and Sustainable Competitive Advantage: From Regional Development to World Economies—Proceedings of the 18th International Business Information Management Association Conference, 1. Altamony, H., Masa’deh, R. M. T., Alshurideh, M., & Obeidat, B. Y. (2012). Information systems for competitive advantage: Implementation of an organisational strategic management process. Innovation and Sustainable Competitive Advantage: From Regional Development to World Economies—Proceedings of the 18th International Business Information Management Association Conference, 1.
Zurück zum Zitat Alzoubi, H., & Ahmed, G. (2019). Do total quality management (TQM) practices Improve Organisational success? A case study of electronics industry in the UAE. International Journal of Economics and Business Research, 17(4), 459–472.CrossRef Alzoubi, H., & Ahmed, G. (2019). Do total quality management (TQM) practices Improve Organisational success? A case study of electronics industry in the UAE. International Journal of Economics and Business Research, 17(4), 459–472.CrossRef
Zurück zum Zitat Alzoubi, H., Alshurideh, M., Kurdi, B. A., & Inairat, M. (2020a). Do perceived service value, quality, price fairness and service recovery shape customer satisfaction and delight? A practical study in the service telecommunication context. Uncertain Supply Chain Management, 8(3). https://doi.org/10.5267/j.uscm.2020a.2.005. Alzoubi, H., Alshurideh, M., Kurdi, B. A., & Inairat, M. (2020a). Do perceived service value, quality, price fairness and service recovery shape customer satisfaction and delight? A practical study in the service telecommunication context. Uncertain Supply Chain Management, 8(3). https://​doi.​org/​10.​5267/​j.​uscm.​2020a.​2.​005.
Zurück zum Zitat Alzoubi, H., & Yanamandra, R. (2020). Investigating the mediating role of information sharing strategy on agile supply chain in supply chain performance. Uncertain Supply Chain Management, 8(2), 273–284. Alzoubi, H., & Yanamandra, R. (2020). Investigating the mediating role of information sharing strategy on agile supply chain in supply chain performance. Uncertain Supply Chain Management, 8(2), 273–284.
Zurück zum Zitat Alzoubi, H. M., Vij, M., Vij, A., & Hanaysha, J. R. (2021a). What leads guests to satisfaction and Loyalty in UAE Five-Star Hotels? AHP analysis to service quality dimensions. enlightening tourism. A Pathmaking Journal, 11(1), 102–135.CrossRef Alzoubi, H. M., Vij, M., Vij, A., & Hanaysha, J. R. (2021a). What leads guests to satisfaction and Loyalty in UAE Five-Star Hotels? AHP analysis to service quality dimensions. enlightening tourism. A Pathmaking Journal, 11(1), 102–135.CrossRef
Zurück zum Zitat Alzoubi, H., Ahmed, G., Al-Gasaymeh, A., & Kurdi, B. (2020b). Empirical study on sustainable supply chain strategies and its impact on competitive priorities: The mediating role of supply chain collaboration. Management Science Letters, 10(3), 703–708.CrossRef Alzoubi, H., Ahmed, G., Al-Gasaymeh, A., & Kurdi, B. (2020b). Empirical study on sustainable supply chain strategies and its impact on competitive priorities: The mediating role of supply chain collaboration. Management Science Letters, 10(3), 703–708.CrossRef
Zurück zum Zitat Alzoubi, H., Alshurideh, M., Kurdi, B. A., & Inairat, M. (2020c). Do perceived service value, quality, price fairness and service recovery shape customer satisfaction and delight? A practical study in the service telecommunication context. Uncertain Supply Chain Management, 8(3), 579–588. https://doi.org/10.5267/j.uscm.2020.2.005.CrossRef Alzoubi, H., Alshurideh, M., Kurdi, B. A., & Inairat, M. (2020c). Do perceived service value, quality, price fairness and service recovery shape customer satisfaction and delight? A practical study in the service telecommunication context. Uncertain Supply Chain Management, 8(3), 579–588. https://​doi.​org/​10.​5267/​j.​uscm.​2020.​2.​005.CrossRef
Zurück zum Zitat Alzoubi, H. M., Alshurideh, M., & Ghazal, T. M. (2021b). Integrating BLE beacon technology with intelligent information systems IIS for operations’ performance: A managerial perspective. The International Conference on Artificial Intelligence and Computer Vision, 527–538. Alzoubi, H. M., Alshurideh, M., & Ghazal, T. M. (2021b). Integrating BLE beacon technology with intelligent information systems IIS for operations’ performance: A managerial perspective. The International Conference on Artificial Intelligence and Computer Vision, 527–538.
Zurück zum Zitat Alzoubi, H. M., & Aziz, R. (2021b). Does emotional intelligence contribute to quality of strategic decisions? The Mediating Role of Open Innovation. Alzoubi, H. M., & Aziz, R. (2021b). Does emotional intelligence contribute to quality of strategic decisions? The Mediating Role of Open Innovation.
Zurück zum Zitat Aziz, N., & Aftab, S. (2021). Data mining framework for nutrition ranking Nauman Aziz. International Journal of Technology, Innovation and Management, 1(1), 90–100. Aziz, N., & Aftab, S. (2021). Data mining framework for nutrition ranking Nauman Aziz. International Journal of Technology, Innovation and Management, 1(1), 90–100.
Zurück zum Zitat Bless, C., Higson-Smith, C., & Kagee, A. (2000). Fundamentals of social research methods. An African Perspective, 3. Bless, C., Higson-Smith, C., & Kagee, A. (2000). Fundamentals of social research methods. An African Perspective, 3.
Zurück zum Zitat Darraj, E., Sample, C., & Justice, C. (2019). Artificial intelligence cybersecurity framework: Preparing for the here and now with ai. ECCWS 2019 18th European Conference on Cyber Warfare and Security, 132. Darraj, E., Sample, C., & Justice, C. (2019). Artificial intelligence cybersecurity framework: Preparing for the here and now with ai. ECCWS 2019 18th European Conference on Cyber Warfare and Security, 132.
Zurück zum Zitat Davies, A. (2020). AI Software Development life cycle: Explained. DevTeam.Space. Davies, A. (2020). AI Software Development life cycle: Explained. DevTeam.Space.
Zurück zum Zitat Emerita, A. (2021). Convergence between blockchain and the internet of things Alma Emerita. International Journal of Technology, Innovation and Management (IJTIM), 1(1), 35–56. Emerita, A. (2021). Convergence between blockchain and the internet of things Alma Emerita. International Journal of Technology, Innovation and Management (IJTIM), 1(1), 35–56.
Zurück zum Zitat Ghannajeh, A. M., AlShurideh, M., Zu’bi, M. F., Abuhamad, A., Rumman, G. A., Suifan, T., & Akhorshaideh, A. H. O. (2015). A qualitative analysis of product innovation in Jordan’s pharmaceutical sector. European Scientific Journal, 11(4), 474–503. Ghannajeh, A. M., AlShurideh, M., Zu’bi, M. F., Abuhamad, A., Rumman, G. A., Suifan, T., & Akhorshaideh, A. H. O. (2015). A qualitative analysis of product innovation in Jordan’s pharmaceutical sector. European Scientific Journal, 11(4), 474–503.
Zurück zum Zitat Ghazal, T. M., Hasan, M. K., Alshurideh, M. T., Alzoubi, H. M., Ahmad, M., Akbar, S. S., Al Kurdi, B., & Akour, I. A. (2021). IoT for smart cities: Machine learning approaches in smart healthcare—a review. Future Internet, 13(8), 218. https://doi.org/10.3390/fi13080218.CrossRef Ghazal, T. M., Hasan, M. K., Alshurideh, M. T., Alzoubi, H. M., Ahmad, M., Akbar, S. S., Al Kurdi, B., & Akour, I. A. (2021). IoT for smart cities: Machine learning approaches in smart healthcare—a review. Future Internet, 13(8), 218. https://​doi.​org/​10.​3390/​fi13080218.CrossRef
Zurück zum Zitat Hamadneh, S., Pedersen, O., Alshurideh, M., Kurdi, B. Al, & Alzoubi, H. (2021). An investigation of the role of supply chain visibility into the scottish blood supply chain. Journal of Legal, Ethical and Regulatory Issues, 24(Special Issue 1), 1–12. Hamadneh, S., Pedersen, O., Alshurideh, M., Kurdi, B. Al, & Alzoubi, H. (2021). An investigation of the role of supply chain visibility into the scottish blood supply chain. Journal of Legal, Ethical and Regulatory Issues, 24(Special Issue 1), 1–12.
Zurück zum Zitat Hanaysha, J. R., Al Shaikh, M. E., & Alzoubi, H. M. (2021a). Importance of marketing mix elements in determining consumer purchase decision in the retail market. Internation Journal of Service Science, 12(6), 56–72. Hanaysha, J. R., Al Shaikh, M. E., & Alzoubi, H. M. (2021a). Importance of marketing mix elements in determining consumer purchase decision in the retail market. Internation Journal of Service Science, 12(6), 56–72.
Zurück zum Zitat Harahsheh, A. A., Houssien, A. M. A., & Alshurideh, M. T. (2021). The effect of transformational leadership on achieving effective decisions in the presence of psychological capital as an intermediate variable in Private Jordanian. In The Effect of Coronavirus Disease (COVID-19) on Business Intelligence (pp. 243–221). Springer Nature. Harahsheh, A. A., Houssien, A. M. A., & Alshurideh, M. T. (2021). The effect of transformational leadership on achieving effective decisions in the presence of psychological capital as an intermediate variable in Private Jordanian. In The Effect of Coronavirus Disease (COVID-19) on Business Intelligence (pp. 243–221). Springer Nature.
Zurück zum Zitat Hayajneh, N., Suifan, T., Obeidat, B., Abuhashesh, M., Alshurideh, M., & Masa’deh, R. (2021). The relationship between organizational changes and job satisfaction through the mediating role of job stress in the Jordanian telecommunication sector. Management Science Letters, 11(1), 315–326. Hayajneh, N., Suifan, T., Obeidat, B., Abuhashesh, M., Alshurideh, M., & Masa’deh, R. (2021). The relationship between organizational changes and job satisfaction through the mediating role of job stress in the Jordanian telecommunication sector. Management Science Letters, 11(1), 315–326.
Zurück zum Zitat Joghee, S., Alzoubi, H. M., & Dubey, A. R. (2020). Decisions effectiveness of FDI investment biases at real estate industry: Empirical evidence from Dubai smart city projects. International Journal of Scientific and Technology Research, 9(3), 3499–3503. Joghee, S., Alzoubi, H. M., & Dubey, A. R. (2020). Decisions effectiveness of FDI investment biases at real estate industry: Empirical evidence from Dubai smart city projects. International Journal of Scientific and Technology Research, 9(3), 3499–3503.
Zurück zum Zitat Kashif, A. A., Bakhtawar, B., Akhtar, A., Akhtar, S., Aziz, N., & Javeid, M. S. (2021). Treatment response prediction in hepatitis C Patients using machine learning techniques. International Journal of Technology, Innovation and Management (IJTIM), 1(2), 79–89. https://doi.org/10.54489/ijtim.v1i2.24. Kashif, A. A., Bakhtawar, B., Akhtar, A., Akhtar, S., Aziz, N., & Javeid, M. S. (2021). Treatment response prediction in hepatitis C Patients using machine learning techniques. International Journal of Technology, Innovation and Management (IJTIM), 1(2), 79–89. https://​doi.​org/​10.​54489/​ijtim.​v1i2.​24.
Zurück zum Zitat Lee, K. L., Romzi, P. N., Hanaysha, J. R., Alzoubi, H. M., & Alshurideh, M. (2022b). Investigating the impact of benefits and challenges of IOT adoption on supply chain performance and organizational performance: An empirical study in Malaysia. Uncertain Supply Chain Management, 10(2), 537–550. https://doi.org/10.5267/j.uscm.2021.11.009.CrossRef Lee, K. L., Romzi, P. N., Hanaysha, J. R., Alzoubi, H. M., & Alshurideh, M. (2022b). Investigating the impact of benefits and challenges of IOT adoption on supply chain performance and organizational performance: An empirical study in Malaysia. Uncertain Supply Chain Management, 10(2), 537–550. https://​doi.​org/​10.​5267/​j.​uscm.​2021.​11.​009.CrossRef
Zurück zum Zitat Lee, R. M. (2020). 2020 SANS cyber threat intelligence (CTI) survey. Sans.Org. Lee, R. M. (2020). 2020 SANS cyber threat intelligence (CTI) survey. Sans.Org.
Zurück zum Zitat Lidestri, N. (2018). The impact of artificial intelligence in cybersecurity. ProQuest Dissertations and Theses, 6(2), 709–717. Lidestri, N. (2018). The impact of artificial intelligence in cybersecurity. ProQuest Dissertations and Theses, 6(2), 709–717.
Zurück zum Zitat Mehmood, T. (2021). Does information technology competencies and fleet management. International Journal of Technology, Innovation and Management, 1(1), 14–41. Mehmood, T. (2021). Does information technology competencies and fleet management. International Journal of Technology, Innovation and Management, 1(1), 14–41.
Zurück zum Zitat Mehmood, T., Alzoubi, H. M., Alshurideh, M., Al-Gasaymeh, A., & Ahmed, G. (2019). Schumpeterian entrepreneurship theory: Evolution and relevance. Academy of Entrepreneurship Journal, 25(4), 1–10. Mehmood, T., Alzoubi, H. M., Alshurideh, M., Al-Gasaymeh, A., & Ahmed, G. (2019). Schumpeterian entrepreneurship theory: Evolution and relevance. Academy of Entrepreneurship Journal, 25(4), 1–10.
Zurück zum Zitat Naqvi, R., Soomro, T. R., Alzoubi, H. M., Ghazal, T. M., & Alshurideh, M. T. (2021). The nexus between big data and decision-making: a study of big data techniques and technologies. The International Conference on Artificial Intelligence and Computer Vision, 838–853. Naqvi, R., Soomro, T. R., Alzoubi, H. M., Ghazal, T. M., & Alshurideh, M. T. (2021). The nexus between big data and decision-making: a study of big data techniques and technologies. The International Conference on Artificial Intelligence and Computer Vision, 838–853.
Zurück zum Zitat Nuseir, M. T., Al Kurdi, B. H., Alshurideh, M. T., & Alzoubi, H. M. (2021). Gender discrimination at workplace: Do artificial intelligence (AI) and machine learning (ML) have opinions about it. The International Conference on Artificial Intelligence and Computer Vision, 301–316. Nuseir, M. T., Al Kurdi, B. H., Alshurideh, M. T., & Alzoubi, H. M. (2021). Gender discrimination at workplace: Do artificial intelligence (AI) and machine learning (ML) have opinions about it. The International Conference on Artificial Intelligence and Computer Vision, 301–316.
Zurück zum Zitat Radwan, N., & Farouk, M. (2021). The growth of internet of things (IoT) in the management of healthcare issues and healthcare policy development. International Journal of Technology, Innovation and Management (IJTIM), 1(1), 69–84. https://doi.org/10.54489/ijtim.v1i1.8. Radwan, N., & Farouk, M. (2021). The growth of internet of things (IoT) in the management of healthcare issues and healthcare policy development. International Journal of Technology, Innovation and Management (IJTIM), 1(1), 69–84. https://​doi.​org/​10.​54489/​ijtim.​v1i1.​8.
Zurück zum Zitat Salloum, S. A., Alshurideh, M., Elnagar, A., & Shaalan, K. (2020). Machine learning and deep learning techniques for cybersecurity: A review. Joint European-US Workshop on Applications of Invariance in Computer Vision, 50–57. Salloum, S. A., Alshurideh, M., Elnagar, A., & Shaalan, K. (2020). Machine learning and deep learning techniques for cybersecurity: A review. Joint European-US Workshop on Applications of Invariance in Computer Vision, 50–57.
Zurück zum Zitat Singh, R., & Singh, P. K. (2021). Integrating blockchain technology with IoT. CEUR Workshop Proceedings, 2786(1), 81–82. Singh, R., & Singh, P. K. (2021). Integrating blockchain technology with IoT. CEUR Workshop Proceedings, 2786(1), 81–82.
Zurück zum Zitat Svoboda, P., Ghazal, T. M., Afifi, M. A. M., Kalra, D., Alshurideh, M. T., & Alzoubi, H. M. (2021). Information systems integration to enhance operational customer relationship management in the pharmaceutical industry. The International Conference on Artificial Intelligence and Computer Vision, 553–572. Svoboda, P., Ghazal, T. M., Afifi, M. A. M., Kalra, D., Alshurideh, M. T., & Alzoubi, H. M. (2021). Information systems integration to enhance operational customer relationship management in the pharmaceutical industry. The International Conference on Artificial Intelligence and Computer Vision, 553–572.
Zurück zum Zitat Truong, T. C., Diep, Q. B., & Zelinka, I. (2020). Artificial intelligence in the cyber domain: Offense and defense. Symmetry, 12(3), 410.CrossRef Truong, T. C., Diep, Q. B., & Zelinka, I. (2020). Artificial intelligence in the cyber domain: Offense and defense. Symmetry, 12(3), 410.CrossRef
Zurück zum Zitat Yousuf, H., Zainal, A. Y., Alshurideh, M., & Salloum, S. A. (2021). Artificial intelligence models in power system analysis. In Artificial Intelligence for Sustainable Development: Theory, Practice and Future Applications (pp. 231–242). Springer. Yousuf, H., Zainal, A. Y., Alshurideh, M., & Salloum, S. A. (2021). Artificial intelligence models in power system analysis. In Artificial Intelligence for Sustainable Development: Theory, Practice and Future Applications (pp. 231–242). Springer.
Zurück zum Zitat Zu’bi, Z., Al-Lozi, M., Dahiyat, S., Alshurideh, M., & Al Majali, A. (2012). Examining the effects of quality management practices on product variety. European Journal of Economics, Finance and Administrative Sciences, 51(1), 123–139. Zu’bi, Z., Al-Lozi, M., Dahiyat, S., Alshurideh, M., & Al Majali, A. (2012). Examining the effects of quality management practices on product variety. European Journal of Economics, Finance and Administrative Sciences, 51(1), 123–139.
Metadaten
Titel
A Roadmap for SMEs to Adopt an AI Based Cyber Threat Intelligence
verfasst von
Abhilash J. Varma
Nasser Taleb
Raed A. Said
Taher M. Ghazal
Munir Ahmad
Haitham M. Alzoubi
Muhammad Alshurideh
Copyright-Jahr
2023
DOI
https://doi.org/10.1007/978-3-031-12382-5_105

Premium Partner