UAV Forensics: DJI Mini 2 Case Study

Rapid technology advancements, especially in the past decade, have allowed off-the-shelf unmanned aerial vehicles (UAVs) that weigh less than 250 g to become available for recreational use by the general population. Many well-known manufacturers (e.g., DJI) are now focusing on this segment of UAVs,...

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Main Authors: Miloš Stanković, Mohammad Meraj Mirza, Umit Karabiyik
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Drones
Subjects:
Online Access:https://www.mdpi.com/2504-446X/5/2/49
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spelling doaj-a4ff884575f6402f83ff246ef91858082021-06-30T23:03:59ZengMDPI AGDrones2504-446X2021-06-015494910.3390/drones5020049UAV Forensics: DJI Mini 2 Case StudyMiloš Stanković0Mohammad Meraj Mirza1Umit Karabiyik2Department of Computer and Information Technology, Purdue University, West Lafayette, IN 47907, USADepartment of Computer and Information Technology, Purdue University, West Lafayette, IN 47907, USADepartment of Computer and Information Technology, Purdue University, West Lafayette, IN 47907, USARapid technology advancements, especially in the past decade, have allowed off-the-shelf unmanned aerial vehicles (UAVs) that weigh less than 250 g to become available for recreational use by the general population. Many well-known manufacturers (e.g., DJI) are now focusing on this segment of UAVs, and the new DJI Mini 2 drone is one of many that falls under this category, which enables easy access to be purchased and used without any Part 107 certification and Remote ID registration. The versatility of drones and drone models is appealing for customers, but they pose many challenges to forensic tools and digital forensics investigators due to numerous hardware and software variations. In addition, different devices can be associated and used for controlling these drones (e.g., Android and iOS smartphones). Moreover, according to the Federal Aviation Administration (FAA), the adoption of Remote ID is not going to be required for people without the 107 certifications for this segment at least until 2023, which creates finding personally identifiable information a necessity in these types of investigations. In this research, we conducted a comprehensive investigation of DJI Mini 2 and its data stored across multiple devices (e.g., SD cards and mobile devices) that are associated with the drone. The aim of this paper is to (1) create several criminal-like scenarios, (2) acquire and analyze the created scenarios using leading forensics software (e.g., Cellebrite and Magnet Axiom) that are commonly used by law enforcement agencies, (3) and present findings associated with potential criminal activities.https://www.mdpi.com/2504-446X/5/2/49DJI Mini 2forensic case studyforensic practicesmobile forensicsUAV forensicsUAV forensics challenges
collection DOAJ
language English
format Article
sources DOAJ
author Miloš Stanković
Mohammad Meraj Mirza
Umit Karabiyik
spellingShingle Miloš Stanković
Mohammad Meraj Mirza
Umit Karabiyik
UAV Forensics: DJI Mini 2 Case Study
Drones
DJI Mini 2
forensic case study
forensic practices
mobile forensics
UAV forensics
UAV forensics challenges
author_facet Miloš Stanković
Mohammad Meraj Mirza
Umit Karabiyik
author_sort Miloš Stanković
title UAV Forensics: DJI Mini 2 Case Study
title_short UAV Forensics: DJI Mini 2 Case Study
title_full UAV Forensics: DJI Mini 2 Case Study
title_fullStr UAV Forensics: DJI Mini 2 Case Study
title_full_unstemmed UAV Forensics: DJI Mini 2 Case Study
title_sort uav forensics: dji mini 2 case study
publisher MDPI AG
series Drones
issn 2504-446X
publishDate 2021-06-01
description Rapid technology advancements, especially in the past decade, have allowed off-the-shelf unmanned aerial vehicles (UAVs) that weigh less than 250 g to become available for recreational use by the general population. Many well-known manufacturers (e.g., DJI) are now focusing on this segment of UAVs, and the new DJI Mini 2 drone is one of many that falls under this category, which enables easy access to be purchased and used without any Part 107 certification and Remote ID registration. The versatility of drones and drone models is appealing for customers, but they pose many challenges to forensic tools and digital forensics investigators due to numerous hardware and software variations. In addition, different devices can be associated and used for controlling these drones (e.g., Android and iOS smartphones). Moreover, according to the Federal Aviation Administration (FAA), the adoption of Remote ID is not going to be required for people without the 107 certifications for this segment at least until 2023, which creates finding personally identifiable information a necessity in these types of investigations. In this research, we conducted a comprehensive investigation of DJI Mini 2 and its data stored across multiple devices (e.g., SD cards and mobile devices) that are associated with the drone. The aim of this paper is to (1) create several criminal-like scenarios, (2) acquire and analyze the created scenarios using leading forensics software (e.g., Cellebrite and Magnet Axiom) that are commonly used by law enforcement agencies, (3) and present findings associated with potential criminal activities.
topic DJI Mini 2
forensic case study
forensic practices
mobile forensics
UAV forensics
UAV forensics challenges
url https://www.mdpi.com/2504-446X/5/2/49
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AT umitkarabiyik uavforensicsdjimini2casestudy
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