Towards Digital Forensics 4.0: A Multilevel Digital Forensics Framework for Internet of Things (IoT) Devices

الموضوعات

علوم تطبيقية وتكنولوجية

الملخص

The advent of the industrial revolution (IR) 4.0 has brought many benefits to business and our daily lives. IR 4.0 includes the development of the Internet of Things (IoT) devices. Although IoT brings benefits to human life, the exponential growth of IoT devices and the weak security structure of IoT devices create new opportunities for intruders to commit digital crimes, break privacy, and conduct or planing unlawful activities. The massive generated data from IoT devices may contain valuable artifacts for the crime scene. Hence, the sophisticated IoT environment, the variety of standards and vendors of IoT devices, and the lack of IoT forensics tools pose challenges to digital forensic investigators and create obstacles to finding criminals. Therefore, the digital forensic community needs to be prepared to handle IoT-related incidents in the era of IR 4.0.This thesis aims to propose and evaluate a novel IoT digital forensics framework that fits the needs of the era of IR 4.0. A systematic literature review (SLR) was conducted to achieve this goal. The results from SLR indicated that the IoT architecture mainly has three levels (device level, network level, and application level), and many challenges surround each level. The “Multilevel Artifact of Interest Digital Forensics Framework for IoT” (MAoIDFF-IoT) was designed and proposed to overcome the IoT challenges and to face the heterogeneous architecture of IoT environments. It provides investigators with guidelines for conducting IoT forensics at the multilevel. Furthermore, real scenario experiments evaluated and tested the proposed framework. The evaluation of the experimental results reveals the advantages and superiority of the MAoIDFF-IoT framework over existing frameworks in terms of usability, , focusing on the artifact of interest, and speeding up the investigation process.

روابط وملفات

التعريف والنوع

رقم الوثيقة

066691ba-711a-439a-b54c-878459e94fba

رقم العقد

0

نوع الوسائط

Crawler

نوع المحتوى

الرسائل العلمية

صيغة المصدر

رسائل ماجيستير

نوع الملف

pdf text

أسماء الملفات

2442316_1.pdf

بيانات النشر

ألقاب المؤلفين

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اللغة

English

المصدر والدورية

اسم المصدر

Towards Digital Forensics 4.0: A Multilevel Digital Forensics Framework for Internet of Things (IoT) Devices

المحتوى والصفحات

عدد الصفحات

0

كلمات الباحثين

IoT History and Definitions,Common IoT Attacks,IoT Attacks at the Network Level,IoT Digital Forensics Frameworks,Network Boundary

إشراف وإعداد

الإشراف

Amani Owda, Majdi Owda

الإعداد

Yaman Monther Moneer Salem

الاقتباسات الببليوغرافية