تقرير
Cyberattack Data Analysis in IoT Environments using Big Data
| العنوان: | Cyberattack Data Analysis in IoT Environments using Big Data |
|---|---|
| المؤلفون: | Patidar, Neelam, Zreiqat, Sally, Mahesh, Sirisha, Woo, Jongwook |
| سنة النشر: | 2024 |
| المجموعة: | Computer Science |
| مصطلحات موضوعية: | Computer Science - Cryptography and Security, Computer Science - Distributed, Parallel, and Cluster Computing |
| الوصف: | In the landscape of the Internet of Things (IoT), transforming various industries, our research addresses the growing connectivity and security challenges, including interoperability and standardized protocols. Despite the anticipated exponential growth in IoT connections, network security remains a major concern due to inadequate datasets that fail to fully encompass potential cyberattacks in realistic IoT environments. Using Apache Hadoop and Hive, our in-depth analysis of security vulnerabilities identified intricate patterns and threats, such as attack behavior, network traffic anomalies, TCP flag usage, and targeted attacks, underscoring the critical need for robust data platforms to enhance IoT security. Comment: 4 pages, 6 figures, 3 Tables |
| نوع الوثيقة: | Working Paper |
| URL الوصول: | http://arxiv.org/abs/2406.10302 |
| رقم الأكسشن: | edsarx.2406.10302 |
| قاعدة البيانات: | arXiv |
| الوصف غير متاح. |