Analysis of Security Criteria for IoT-Based Supply Chain : a Case Study of FMCG Industries

• Autorzy: Hamed Nozari , Mohammad Fallah , Agnieszka Szmelter-Jarosz , Maciej Krzemiński
• Języki publikacji: EN

Abstrakty

EN

Purpose: In supply chains, creating a secure space for data production, sending, storing, and analysis has always been a critical issue. The main goal of this research was to evaluate the importance of various security criteria in an intelligent supply chain system.

Methodology: The main data collection method was the expert survey. Experts validated the security criteria and sub-criteria. Then, the importance of these criteria was evaluated using the fuzzy analytic hierarchy process method.

Findings: The results revealed that reliability and privacy with their sub-criteria were the most important ones among the obtained security criteria for IoT-based supply chain management.

Practical implications: The research results can provide valuable insight for supply chains' decision-makers. The findings can also be a good reference point for researchers who work on the IoT-based supply chain concept in other countries and sectors.

Research limitations: Limitations of this study are the purposive sampling method and the limited scope of studied companies and sectors. Therefore, the article provides initial insight on the matter.

Originality: The study presents the research problem from a new perspective and gives possible solutions for IoT-based supply chain management. (original abstract)

Słowa kluczowe

EN

Supply chain; Supply chain security; Supply Chain Management (SCM); Internet of Things (IoT)

PL

Łańcuch dostaw; Bezpieczeństwo łańcucha dostaw; Zarządzanie łańcuchem dostaw; Internet rzeczy

• Czasopismo: Central European Management Journal
• Rocznik: 2021
• Tom: 29
• Numer: nr 4
• Strony: 149--171

Twórcy

autor

Hamed Nozari

• Islamic Azad University, Tehran, Iran

autor

Mohammad Fallah

• Islamic Azad University, Tehran, Iran

autor

Agnieszka Szmelter-Jarosz

• University of Gdańsk, Poland

autor

Maciej Krzemiński

• University of Gdańsk, Poland

Bibliografia

• Abdel-Basset, M., Manogaran, G., and Mohamed, M. (2018). Internet of Things (IoT) and its impact on supply chain: A framework for building smart, secure and efficient systems. Future Generation Computer Systems, 86. https://doi.org/10.1016/j.future.2018.04.051.
• Abdulghani, H.A., Nijdam, N.A., Collen, A., and Konstantas, D. (2019). A study on security and privacy guidelines, countermeasures, threats: IoT data at rest perspective. Symmetry, 11(6). https://doi.org/10.3390/sym11060774.
• Agrawal, S. and Das, M.L. (2011). Internet of things - A paradigm shift of future internet applications. 2011 Nirma University International Conference on Engineering: Current Trends in Technology, NUiCONE 2011 - Conference Proceedings. https://doi.org/10.1109/NUiConE.2011.6153246.
• Ajay, S. (2012). Designing a Demand Driven Supply Network. Research, LBS Journal of Management, 10(2), 35-40.
• Ammar, M., Russello, G. and Crispo, B. (2018). Internet of Things: A survey on the security of IoT frameworks. Journal of Information Security and Applications, 38. https://doi.org/10.1016/j.jisa.2017.11.002.
• Antonowicz, M. and Jarzębowski, S. (2018). Innovative models of supply chain management. Journal of Management and Business Administration. Central Europe, 26(2), 2-15.
• Ashton, K. (2009). That Internet of Things Thing. RFID Journal, 4986.
• Atzori, L., Iera, A. and Morabito, G. (2010). The Internet of Things: A survey. Computer Networks, 54(15). https://doi.org/10.1016/j.comnet.2010.05.010.
• Ben-Daya, M., Hassini, E. and Bahroun, Z. (2019). Internet of things and supply chain management: a literature review. International Journal of Production Research. https://doi.org/10.1080/00207543.2017.1402140.
• Bi, Z., Xu, L. Da, and Wang, C. (2014). Internet of things for enterprise systems of modern manufacturing. IEEE Transactions on Industrial Informatics, 10(2). https://doi.org/10.1109/TII.2014.2300338.
• Bibri, S.E. (2018). The IoT for smart sustainable cities of the future : An analytical framework for sensor-based big data applications for environmental sustainability. Sustainable Cities and Society, 38, 230-253.
• Bibri, S.E. and Krogstie, J. (2017). On the social shaping dimensions of smart sustainable cities: A study in science, technology, and society. Sustainable Cities and Society, 29. https://doi.org/10.1016/j.scs.2016.11.004.
• Borgia, E. (2014). The internet of things vision: Key features, applications and open issues. Computer Communications. https://doi.org/10.1016/j.comcom.2014.09.008.
• Bui, N. (2011). Internet of Things Architecture (IoTA). Project Deliverable D1.2 - Initial Architectura Reference Model for IoT L.
• Calatayud, A., Mangan, J. and Christopher, M. (2019). The self-thinking supply chain. Supply Chain Management, 24(1). https://doi.org/10.1108/SCM-03-2018-0136.
• Chen, R.Y. (2015). Intelligent IoT-Enabled System in Green Supply Chain using Integrated FCM Method. International Journal of Business Analytics, 2. https://doi.org/10.4018/IJBAN.2015070104.
• Chong, Z.J., Qin, B., Bandyopadhyay, T., Wongpiromsarn, T., Rebsamen, B., Dai, P., Rankin, E.S., et al. (2013). Autonomy for mobility on demand. Intelligent Autonomous Systems. Advances in Intelligent Systems and Computing, Springer Verlag, Berlin Heidelberg, 671-682.
• David, D.R., Nait-Sidi-moh, A., Durand, D. and Fortin, J. (2015). Using Internet of Things technologies for a collaborative supply chain: Application to tracking of pallets and containers. Procedia Computer Science, 56. https://doi.org/10.1016/j.procs.2015.07.251.
• Davies, R. (2015). The Internet of Things Opportunities and Challenges. European Parliament Briefing, May.
• Decker, C., Berchtold, M., Chaves, L.W.F., Beigl, M., Roehr, D., Riedel, T., Beuster, M., et al. (2008). Cost-benefit model for smart items in the supply chain. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 4952 LNCS. https://doi.org/10.1007/978-3-540-78731-0_10.
• Dobroszek, J. and Szychta, A. (2015). Indicators as an Instrument of Measurement in Management Accounting in Logistics Enterprises in Poland. Management and Business Administration. Central Europe, 23(4), 11-33.
• Dweekat, A.J., Hwang, G. and Park, J. (2017). A supply chain performance measurement approach using the internet of things: Toward more practical SCPMS. Industrial Management and Data Systems, 117(2). https://doi.org/10.1108/IMDS-03-2016-0096.
• Ellis, S., Morris, H.D. and Santagate, J. (2015). IoT-Enabled Analytic Applications Revolutionize Supply Chain Planning and Execution (White Paper). International Data Corporation (IDC) White Paper, November.
• Fleisch, E., Weinberger, M. and Wortmann, F. (2014). Business Models and the Internet of Things. Bosch IoT Lab White Paper.
• Gartner (2016). Survey Analysis: Early Adopters of Internet of Things Poised to Make 2016 the Year of the Customer. Gartner, No. G00298428.
• Gnimpieba, Z.D.R., Nait-Sidi-Moh, A., Durand, D. et al. (2015). Using Internet of Things technologies for a collaborative supply chain: Application to tracking of pallets and containers. Procedia Computer Science, 56(1), 550-557. http://dx.doi.org/10.1016/j.procs.2015.07.251.
• Greengard, S. (2016). Internet of Things. International Journal of Communication, 10.
• Gubbi, J., Buyya, R., Marusic, S. and Palaniswami, M. (2013). Internet of Things (IoT): A vision, architectural elements, and future directions. Future Generation Computer Systems, 29(7). https://doi.org/10.1016/j.future.2013.01.010.
• Gutierrez, J.A., Naeve, M., Callaway, E., Bourgeois, M., Mitter, V. and Heile, B. (2001). IEEE 802.15.4: A developing standard for low-power low-cost wireless personal area networks. IEEE Network. https://doi.org/10.1109/65.953229.
• Haller, S., Karnouskos, S. and Schroth, C. (2009). The Internet of things in an enterprise context. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 5468. https://doi.org/10.1007/978-3-642-00985-3_2.
• Heppelmann, J.E. and Porter, M. (2014). How Smart, Connected Products Are Transforming Competition. Harvard Business Review, 11(November).
• Joye, M. and Tunstall, M. (2012). Fault Analysis in Cryptography. Information Security and Cryptography. Berlin Heidelberg: Springer Verlag.
• Kamal, Z., Mohammed, A., Sayed, E. and Ahmed, A. (2017). Internet of Things Applications, Challenges and Related Future Technologies. World Scientific News, 67(2).
• El Khodr, M., Shahrestani, S., and Cheung, H. (2013). The Internet of Things: Vision and Challenges. IEEE TENCON Spring Conference, IEEE, Sydney, 1-8.
• Kopetz, H. (2011). Internet of Things, Real-Time Systems. International Journal of Innovations & Advancement in Computer Science, 3(8).
• Kumar, M., Graham, G., Hennelly, P. and Srai, J. (2016). How will smart city production systems transform supply chain design: a product-level investigation. International Journal of Production Research, 54(23). https://doi.org/10.1080/00207543.2016.1198057.
• Lee, I. and Lee, K. (2015). The Internet of Things (IoT): Applications, investments, and challenges for enterprises. Business Horizons, 58(4). https://doi.org/10.1016/j.bushor.2015.03.008.
• Li, L. (2011). Application of the internet of thing in green agricultural products supply chain management. Proceedings - 4th International Conference on Intelligent Computation Technology and Automation, ICICTA 2011, 1. https://doi.org/10.1109/ICICTA.2011.256.
• Liu, F., Tan, C.W., Lim, E.T.K. and Choi, B. (2017). Traversing knowledge networks: an algorithmic historiography of extant literature on the Internet of Things (IoT). Journal of Management Analytics. https://doi.org/10.1080/23270012.2016.1214540.
• Liu, Y., Han, W., Zhang, Y., Li, L., Wang, J. and Zheng, L. (2016). An Internet-of-Things solution for food safety and quality control: A pilot project in China. Journal of Industrial Information Integration, 3. https://doi.org/10.1016/j.jii.2016.06.001.
• López, D.D., Uribe, M.B., Cely, C.S., Murgueitio, D.T., Garcia, E.G., Nespoli, P. and Mármol, F.G. (2018). Developing secure IoT services: A security-oriented review of IoT platforms. Symmetry, 10(12). https://doi.org/10.3390/sym10120669.
• Mangard, S., Oswald, E. and Popp, T. (2007). Power Analysis Attacks: Revealing the Secrets of Smart Cards, Power Analysis Attacks: Revealing the Secrets of Smart Cards. https://doi.org/10.1007/978-0-387-38162-6.
• Mikhailov, L. (2000). A Fuzzy Programming Method for Deriving Priorities in the Analytic Hierarchy Process. The Journal of the Operational Research Society, 51(3). https://doi.org/10.2307/254092.
• Mikhailov, L. and Singh, M.G. (1999). Fuzzy assessment of priorities with application to competitive bidding. Journal of Decision Systems, 8(1). https://doi.org/10.1080/12460125.1999.10511753.
• Misra, S., Maheswaran, M. and Hashmi, S. (2017). Security Challenges and Approaches in Internet of Things, Cutter IT Journal, 29.
• Musa, A. and Dabo, A.A.A. (2016). A Review of RFID in Supply Chain Management: 2000-2015. Global Journal of Flexible Systems Management, 17(2). https://doi.org/10.1007/s40171-016-0136-2.
• Parry, G.C., Brax, S.A., Maull, R.S. and Ng, I.C.L. (2016). Operationalising IoT for reverse supply: the development of use-visibility measures. Supply Chain Management, 21(2). https://doi.org/10.1108/SCM-10-2015-0386.
• Ping, L., Liu, Q., Zhou, Z. and Wang, H. (2011). Agile supply chain management over the Internet of Things. International Conference on Management and Service Science, MASS 2011. https://doi.org/10.1109/ICMSS.2011.05998314.
• Postscapes (2015). IoT Standards and Protocols. Postscapes.
• Roman, R., Najera, P. and Lopez, J. (2011). Securing the Internet of things. Computer, 44(9). https://doi.org/10.1109/MC.2011.291.
• Sarma, S., Brock, D. and Ashton, K. (2000). The networked physical world. Cambridge: MIT.
• Schliwa, G., Armitage, R., Aziz, S., Evans, J. and Rhoades, J. (2015). Sustainable city logistics - Making cargo cycles viable for urban freight transport. Research in Transportation Business and Management, 15, 50-57.
• Shih, C.W. and Wang, C.H. (2016). Integrating wireless sensor networks with statistical quality control to develop a cold chain system in food industries. Computer Standards and Interfaces, 45. https://doi.org/10.1016/j.csi.2015.12.004.
• Sun, C. (2012). Application of RFID Technology for Logistics on Internet of Things. AASRI Procedia, 1. https://doi.org/10.1016/j.aasri.2012.06.019.
• Tao, F., Zuo, Y., Xu, L. Da and Zhang, L. (2014). IoT-Based intelligent perception and access of manufacturing resource toward cloud manufacturing. IEEE Transactions on Industrial Informatics, 10(2). https://doi.org/10.1109/TII.2014.2306397.
• Trab, S., Bajic, E., Zouinkhi, A., Abdelkrim, M.N., Chekir, H. and Ltaief, R.H. (2015). Product Allocation Planning with Safety Compatibility Constraints in IoT-based Warehouse. Procedia Computer Science, 73. https://doi.org/10.1016/j.procs.2015.12.033.
• Uckelmann, D., Harrison, M. and Michahelles, F. (2011). An Architectural Approach Towards the Future Internet of Things. Architecting the Internet of Things. https://doi.org/10.1007/978-3-642-19157-2_1.
• Vongsingthong, S. and Smanchat, S. (2014). Internet of Things: a Review of Applications. Suranaree Journal of Science & Technology, 21(4).
• Wang, J. and Yue, H. (2017). Food safety pre-warning system based on data mining for a sustainable food supply chain. Food Control, 73. https://doi.org/10.1016/j.foodcont.2016.09.048.
• Wang, S., Wan, J., Li, D., and Zhang, Ch. (2016). Implementing Smart Factory of Industrie 4.0: An outlook. International Journal of Distributed Sensor Networks, 16(7), 1-10.
• Wortmann, F. and Flüchter, K. (2015). Internet of Things: Technology and Value Added. Business and Information Systems Engineering. https://doi.org/10.1007/s12599-015-0383-3.
• Xia, F., Yang, L., Wang, L. and Vinel, A. (2012). Internet of Things. International Journal Of Communication Systems, 25(9), 1101-1102.
• Xu, L. Da. (2011). Information architecture for supply chain quality management. International Journal of Production Research, 49(1). https://doi.org/10.1080/00207543.2010.508944.
• Yan, J., Xin, S., Liu, Q., Xu, W., Yang, L., Fan, L., Chen, B., et al. (2014). Intelligent supply chain integration and management based on cloud of things. International Journal of Distributed Sensor Networks. https://doi.org/10.1155/2014/624839.
• Yu, J., Subramanian, N., Ning, K. and Edwards, D. (2015). Product delivery service provider selection and customer satisfaction in the era of internet of things: A Chinese e-retailers' perspective. International Journal of Production Economics, 159. https://doi.org/10.1016/j.ijpe.2014.09.031.
• Yuvaraj, S. and Sangeetha, M. (2016). Smart supply chain management using internet of things(IoT) and low power wireless communication systems. Proceedings of the 2016 IEEE International Conference on Wireless Communications, Signal Processing and Networking, WiSPNET 2016. https://doi.org/10.1109/WiSPNET.2016.7566196.
• Zanella, A., Bui, N., Castellani, A., Vangelista, L., and Zorzi, M. (2014). Internet of things for smart cities. IEEE Internet of Things Journal, 1(1). https://doi.org/10.1109/JIOT.2014.2306328.
• Zawadzki, P. and Zywicki, K. (2016). Smart product design and production control for effective mass customization in the industry 4.0 concept. Management and Production Engineering Review, 7(3). https://doi.org/10.1515/mper-2016-0030.
• Zhiduan, X. (2005). Research on the Flexibility in Logistic Systems. Chinese Journal of Management, 4, 441-445.

Identyfikatory

DOI

10.7206/cemj.2658-0845.63