[1]
A. Akbar et al., “Smart farming technologies: Transforming agriculture through IoT and AI,” Spectrum of
Engineering Sciences, vol. 3, no. 5, pp. 929–936, 2025.
[2] B. Singh and S. S. Cheema, “Cybersecurity threats and mitigation strategies in Agriculture 4.0 and 5.0: Challenges
and solutions in the digital transformation of agriculture,” Journal of Punjab Academy of Sciences, vol. 24, pp. 15
32, 2024.
[3] P. Kaviya, M. Natarajan, and P. Ragulprasath, “Cybersecurity threats in digital agriculture: A systematic review on
emerging risks and protective strategies for farmers,” Asian Journal of Agricultural Extension, Economics &
Sociology, vol. 43, no. 12, pp. 109–117, 2025.
[4] M. U. Ali, “Smart agriculture: Integration of IoT, AI, and big data in farm management,” Journal of Scientific
Research and Reports, vol. 31, no. 12, pp. 114–122, 2025.
[5] M. Campoverde-Molina and S. Luján-Mora, “Cybersecurity in smart agriculture: A systematic literature review,”
Computers & Security, vol. 150, Art. no. 104284, 2025.
[6] G. Ali, M. M. Mijwil, B. A. Buruga, M. Abotaleb, and I. Adamopoulos, “A survey on artificial intelligence in
cybersecurity for smart agriculture,” Mesopotamian Journal of Computer Science, vol. 2024, 2024.
[7] A. Cisse et al., “A smart farming management system based on IoT technologies for sustainable agriculture,”
Advances in Science, Technology and Engineering Systems Journal, vol. 9, no. 1, pp. 1–8, 2024.
[8] T. Miller, G. Mikiciuk, I. Durlik, M. Mikiciuk, A. Łobodzińska, and M. Śnieg, “The IoT and AI in agriculture: The
time is now—A systematic review of smart sensing technologies,” Sensors, vol. 25, no. 12, Art. no. 3583, 2025.
[9] V. R. Pathmudi, N. Khatri, S. Kumar, A. S. H. Abdul-Qawy, and A. K. Vyas, “A systematic review of IoT
technologies and their constituents for smart and sustainable agriculture applications,” Scientific African, vol. 19,
Art. no. e01577, 2023.
[10] M. Roopaei et al., “Cloud of Things in smart agriculture: Intelligent irrigation monitoring,” IEEE Cloud
Computing, 2017.
[11] S. Bimonte et al., “Data engineering for sustainable agriculture: Developments, challenges, and case studies of a
novel IoRT architecture,” Journal of Big Data, vol. 12, no. 1, Art. no. 195, 2025.
[12] A. Yazdinejad et al., “Security of smart farming and precision agriculture: Attacks, threats, and countermeasures,”
Applied Sciences, vol. 11, no. 16, Art. no. 7518, 2021.
[13] A. S. Ibrahim et al., “AI-IoT based smart agriculture pivot for plant disease detection and treatment,” Scientific
Reports, vol. 15, no. 1, Art. no. 16576, 2025.
[14] A. K. Panda, S. D. Thakur, Kavita, R. Rameswar, R. S. Rana, and J. Singh, “Role of cow dung, cow urine, and
other cow products in natural and organic farming,” International Journal of Agriculture Sciences, vol. 10, 2018.
[15] S. Banerjee, A. Kanaujia, and S. Sharma, “Importance of indigenous cow dung and its microbiota,” International
Journal of Current Microbiology and Applied Sciences, vol. 9, 2020.
[16] A. K. Behera and C. P. Chandrashekara, “Effect of natural farming, organic farming, and recommended package of
practices on yield and economics of irrigated wheat (Triticumaestivum),” Indian Journal of Agronomy, vol. 66,
2021.
[17] S. Tahura et al., “Combined application of biochar compost and cow urine enhances organic rice production,”
Scientific Reports, vol. 12, 2022.
[18] P. V. Patel et al., “A case study of cow-based organic farming system adopted by the farmer of Vadal, Junagadh,
Gujarat,” International Journal of Chemical Studies, vol. 7, 2019.
[19] L. Wolfert, S. Ge, C. Verdouw, and M. J. Bogaardt, “Big data in smart farming – A review,” Agricultural Systems,
vol. 153, pp. 69–80, 2017.
[20] F. Tao, Q. Zhang, J. Liu, and D. Lai, “Digital twin driven smart manufacturing,” Journal of Manufacturing
Systems, vol. 58, pp. 103–118, 2021.
[21] M. Kamilaris, A. Kartakoullis, and F. X. Prenafeta-Boldú, “A review on the practice of big data analysis in
agriculture,” Computers and Electronics in Agriculture, vol. 143, pp. 23–37, 2017.
[22] S. Misra, A. Mukherjee, and M. Obaidat, “Security challenges and approaches in Internet of Things-based smart
agriculture,” IEEE Internet of Things Journal, vol. 7, no. 6, pp. 4934–4946, 2020.
[23] Y. Zhang, L. Wang, and H. Sun, “Blockchain-based secure data sharing for agricultural supply chains,” Future
Generation Computer Systems, vol. 109, pp. 593–602, 2020.
[24] A. Khanna and S. Kaur, “Evolution of Internet of Things (IoT) and its significant impact in the field of precision
agriculture,” Computers and Electronics in Agriculture, vol. 157, pp. 218–231, 2019.
[25] N. Ferrag, L. Maglaras, A. Derhab, and H. Janicke, “Security for smart agriculture: A survey,” IEEE Access, vol. 8,
pp. 160, 000–160, 018, 2020.
[26] S. Halder, M. R. Islam, Q. Mamun, A. Mahboubi, P. Walsh, and M. Z. Islam, “A comprehensive survey on AI
enabled secure social industrial Internet of Things in the agri-food supply chain,” Smart Agricultural Technology,
vol. 11, Art. no. 100902, 2025, doi: 10.1016/j.atech.2025.100902.
[27] A. R. Mahlous, “Security analysis in smart agriculture: Insights from a cyber-physical system application,”
Computers, Materials & Continua, vol. 79, no. 3, pp. 4781–4803, 2024, doi: 10.32604/cmc.2024.050821.
[28] M. R. Al Asif, K. F. Hasan, M. Z. Islam, and R. Khondoker, “STRIDE-based cyber security threat modeling for
IoT-enabled precision agriculture systems,” arXiv, Jan. 2022.
