Securing Data on Crisis Management from GIS of IDP in Iraq Using Steganography Technique

International Journal of Electronics and Communication Engineering |
© 2025 by SSRG - IJECE Journal |
Volume 12 Issue 1 |
Year of Publication : 2025 |
Authors : Shawq Salman Al.khafaji, Kifah Tout, Zaid F. Makki |
How to Cite?
Shawq Salman Al.khafaji, Kifah Tout, Zaid F. Makki, "Securing Data on Crisis Management from GIS of IDP in Iraq Using Steganography Technique," SSRG International Journal of Electronics and Communication Engineering, vol. 12, no. 1, pp. 140-149, 2025. Crossref, https://doi.org/10.14445/23488549/IJECE-V12I1P111
Abstract:
Crisis management for Internally Displaced Persons (IDPs) in Iraq relies mainly on the secure transmission of data obtained from Geographic Information Systems (GIS), which contain sensitive information about camp locations, resource distribution methods, and population information. This study explores the use of steganography to hide sensitive data using contrast variation and embeds the data in digital media such as images. The proposed method adds secret data to pixels whose contrast difference is higher than a certain threshold while maintaining image quality. Steganography adds a higher level of security in addition to encryption. The proposed approach is suitable for securing vital and secure data in high-risk environments such as the subject of our study here. Security data is exchanged without attracting attention in an image that carries data imperceptibly. The high results prove the merit of the research within the criteria (PSNR = 90 dB) and (probability in chi-square = 1.7%), and there is a suitable environment for developing this study by adding techniques such as machine learning and adopting real-time.
Keywords:
Steganography, Crisis management, Geographic Information Systems (GIS), Internally Displaced Persons (IDPs), Contrast variation.
References:
[1] Pratap Chandra Mandal et al., “Digital Image Steganography: A Literature Survey,” Information Sciences, vol. 609, pp. 1451-1488, 2022.
[CrossRef] [Google Scholar] [Publisher Link]
[2] Savina Natalia Borisovna, and Dmytro Nikytenko, “Energy and Investment Security in the Context of Anti-Crisis Management,” Faculty of Catholic Law at the University of Lublin, pp. 207-221, 2021.
[Google Scholar]
[3] Alaa Ahmed et al., “Flood Susceptibility Mapping Utilizing the Integration of Geospatial and Multivariate Statistical Analysis, Erbil Area in Northern Iraq as a Case Study,” Scientific Reports, vol. 13, no. 1, pp. 1-13, 2023.
[CrossRef] [Google Scholar] [Publisher Link]
[4] Mariam Hassoun, Educational Navigation Through Time and Space: Internally Displaced Persons (IDPs) in Iraq, Education for Refugees and Forced (Im) Migrants Across Time and Context, Emerald Publishing Limited, pp. 53-74, 2023.
[CrossRef] [Google Scholar] [Publisher Link]
[5] Pegah Ali-Mardan Seidi et al., “Mental Health Status of Internally Displaced Persons in the Garmian Region of Kurdistan, Iraq: A Cross-Sectional Survey,” Medicine, Conflict and Survival, vol. 39, no. 2, pp. 117-131, 2023.
[CrossRef] [Google Scholar] [Publisher Link]
[6] Adam Ramadan, “Spatialising the Refugee Camp,” Transactions of the Institute of British Geographers, vol. 38, no. 1, pp. 65-77, 2013.
[CrossRef] [Google Scholar] [Publisher Link]
[7] Hanna Hanses, “Environmentally Induced Displacement – International Response and Legal Challenges,” Masters Thesis, University of Essex, pp. 1-49, 2019.
[Google Scholar] [Publisher Link]
[8] Zara Inga Sarzin, “Stocktaking of Global Forced Displacement Data,” World Bank Policy Research Working Paper No. 7985, pp. 1-52, 2017.
[Google Scholar] [Publisher Link]
[9] Francesco Checchi et al., “Validity and Feasibility of a Satellite Imagery-Based Method for Rapid Estimation of Displaced Populations,” International Journal of Health Geographics, vol. 12, pp. 1-12, 2013.
[CrossRef] [Google Scholar] [Publisher Link]
[10] Alannah Travers, “The UN’s Humanitarian Transition from Emergency Assistance to Development Funding in Iraq: The Politics of Delivering Aid in a Country of Protracted Post-Conflict Displacement,” LSE Middle East Centre Paper Series, Report, pp. 1-28, 2024.
[Google Scholar] [Publisher Link]
[11] Perjan Hashim Taha, Nezar Ismet Taib, and Hushyar Musa Sulaiman, “Posttraumatic Stress Disorder Correlates among Internally Displaced Yazidi Population Following Islamic State of Iraq and Syria Attacks in Iraq,” BMC Psychiatry, vol. 21, pp. 1-8, 2021.
[CrossRef] [Google Scholar] [Publisher Link]
[12] Georg Sven Lampe et al., “Study on Information Security Management System and Business Continuity Management in the Context of the Global Crisis,” 6th BASIQ International Conference on New Trends in Sustainable Business and Consumption, Messina, Italy, pp. 942-949, 2020.
[Google Scholar] [Publisher Link]
[13] David Nagel, “Analysis of Mosul, Iraq Area Land Usage Change Due to Conflict,” The University of Arizona, Electronic Report, pp. 1-61, 2022.
[Google Scholar] [Publisher Link]
[14] Majid FathiZahraei et al., “Reducing Risks in Crisis Management by GIS Adoptions,” Natural Hazards, vol. 76, no. 1, pp. 83-98, 2015.
[CrossRef] [Google Scholar] [Publisher Link]
[15] Hassan Ahmadi Choukolaei et al., “Efficient Crisis Management by Selection and Analysis of Relief Centers in Disaster Integrating GIS and Multicriteria Decision Methods: A Case Study of Tehran,” Mathematical Problems in Engineering, vol. 2021, pp. 1-22, 2021.
[CrossRef] [Google Scholar] [Publisher Link]
[16] Hassan Ahmadi Choukolaei et al., “A GIS-Based Crisis Management Using Fuzzy Cognitive Mapping: PROMETHEE Approach (A Potential Earthquake in Tehran),” Soft Computing, pp. 1-22, 2023.
[CrossRef] [Google Scholar] [Publisher Link]
[17] Sanjoy Saha, Application of GIS in Agricultural Crisis Management, Advancement of GI-Science and Sustainable Agriculture, Springer, Cham, pp. 13-23, 2023.
[CrossRef] [Google Scholar] [Publisher Link]
[18] Sheikh Kamran Abid et al., “Present and Future of Artificial Intelligence in Disaster Management,” 2023 International Conference on Engineering Management of Communication and Technology, Vienna, Austria, pp. 1-7, 2023.
[CrossRef] [Google Scholar] [Publisher Link]
[19] Lazima Faiah Bari et al., “Potential Use of Artificial Intelligence (AI) in Disaster Risk and Emergency Health Management: A Critical Appraisal on Environmental Health,” Environmental Health Insights, vol. 17, pp. 1-5, 2023.
[CrossRef] [Google Scholar] [Publisher Link]
[20] Mohammed H. Alshareef et al., “Spatial Analysis and Risk Evaluation for Port Crisis Management Using Integrated Soft Computing and GIS-Based Models: A Case Study of Jazan Port, Saudi Arabia,” Sustainability, vol. 16, no. 12, pp. 1-24, 2024.
[CrossRef] [Google Scholar] [Publisher Link]
[21] Agnes Apriana et al., “Mapping Flood-Prone Areas Using GIS through as Geo-Artificial Intelligence (Geo-Ai) Approach in Bengkulu City,” Journal of Technomaterial Physics, vol. 6, no. 1, pp. 56-61, 2024.
[CrossRef] [Google Scholar] [Publisher Link]
[22] Arijit Ghosh, and Biswajit Bera, “Identification of Potential Dam Sites for Severe Water Crisis Management in Semi-Arid Fluoride Contaminated Region, India,” Cleaner Water, vol. 1, pp. 1-16, 2024.
[CrossRef] [Google Scholar] [Publisher Link]
[23] Lorenza Rossi et al., “Iraqi IDPs Access to Durable Solutions: Results of Two Rounds of a Longitudinal Study,” International Migration, vol. 57, no. 2, pp. 48-64, 2019.
[CrossRef] [Google Scholar] [Publisher Link]
[24] Salma Al-Shami et al., “Access to Durable Solutions among IDPs in Iraq: Three Years in Displacement,” International Organization for Migration, Georgetown University, Report, pp. 1-69, 2019.
[Google Scholar] [Publisher Link]
[25] Abdullah Omar Yassen, “The Prospects for Durable Solutions for Syrian Refugees in the Kurdistan Region of Iraq: A Case Study of Erbil Governorate Camps,” Refugee Survey Quarterly, vol. 38, no. 4, pp. 448-469, 2019.
[CrossRef] [Google Scholar] [Publisher Link]
[26] Ammar Mohammedali, Human Activities Recognition in Still Image, LAP LAMBERT Academic Publishing, 2016.
[Google Scholar]
[27] Ammar Mohammedali Fadhil, “Bit Inverting Map Method for Improved Steganography Scheme,” Ph.D. Thesis, Universiti Teknologi Malaysia, Malaysia, pp. 1-158, 2016.
[Google Scholar] [Publisher Link]
[28] Amjed Fadhil Hamody Al-Bayati, Mesut Cevik, and Ammar Mohammedali Fadhil, “An Improved Steganography System Based on Contrast Variation with Fibonacci Decomposition to Increase Imperceptibility,” Master’s Thesis, Altınbas University, Institute of Graduate Education, Istanbul, pp. 1-13, 2023.
[CrossRef] [Google Scholar] [Publisher Link]