دورية أكاديمية
Security Monitoring in Smart Homes Using IoT Data Analytics
| العنوان: | Security Monitoring in Smart Homes Using IoT Data Analytics |
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| المؤلفون: | Zahraa Al-smaysim, Davood Akbari Bengar |
| المصدر: | Iraqi Journal for Computers and Informatics, Vol 50, Iss 1, Pp 54-72 (2024) |
| بيانات النشر: | University of Information Technology and Communications, 2024. |
| سنة النشر: | 2024 |
| المجموعة: | LCC:Technology |
| مصطلحات موضوعية: | ihocs (intelligent home control and security system), casas (canter for advanced studies in adaptive systems), internet of things (iot), smart home security, data analysis, android mobile application, Technology |
| الوصف: | With the rapid proliferation of Internet of Things devices in smart homes, the necessity of robust security measures has become clearer than ever. This study aims to apply data analytics to enhance security monitoring within smart home environments. By leveraging the wealth of data generated by IoT devices, the study also aims to create an intelligent system that is capable of proactively identifying and addressing potential security threats through Android mobile devices. Therefore, privacy concerns were addressed through encryption and anonymization methods to protect sensitive information. The study evaluates the effectiveness of the developed security monitoring system through simulated and realistic scenarios, thereby highlighting its ability to detect and mitigate a wide range of security threats. Thus, the research contributes to the development of smart home security by providing a smart, data-driven approach to monitoring security incidents. In the evolving landscape of smart homes, the proposed framework forms a cornerstone for ensuring the safety and privacy of residents within this interconnected ecosystem. |
| نوع الوثيقة: | article |
| وصف الملف: | electronic resource |
| اللغة: | Arabic English |
| تدمد: | 2313-190X 2520-4912 |
| Relation: | https://ijci.uoitc.edu.iq/index.php/ijci/article/view/465; https://doaj.org/toc/2313-190X; https://doaj.org/toc/2520-4912 |
| DOI: | 10.25195/ijci.v50i1.465 |
| URL الوصول: | https://doaj.org/article/312b30d495784d0c9fd1e8693303614d |
| رقم الأكسشن: | edsdoj.312b30d495784d0c9fd1e8693303614d |
| قاعدة البيانات: | Directory of Open Access Journals |
Full Text Finder | تدمد: | 2313190X 25204912 |
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| DOI: | 10.25195/ijci.v50i1.465 |