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A Comprehensive and Systematic Survey on the Internet of Things: Security and Privacy Challenges, Security Frameworks, Enabling Technologies, Threats, Vulnerabilities and Countermeasures

Muath A. Obaidat, Suhaib Obeidat, Jennifer Holst, Abdullah Al Hayajneh, Joseph Brown
2020 Computers  
This survey provides a comprehensive overview of IoT in regard to areas of application, security architecture frameworks, recent security and privacy issues in IoT, as well as a review of recent similar  ...  IoT devices, many of which are highly constrained, are vulnerable to cyber attacks, which threaten the security and privacy of users and systems.  ...  In addition, we explore the most recent IoT security frameworks that address security and privacy concerns in IoT and propose a solution to maintain security and give more opportunities for IoT to become  ... 
doi:10.3390/computers9020044 fatcat:v2iru7ncd5gppjd2qwse4v4axi

A Hybrid Approach: Utilising Kmeans Clustering and Naive Bayes for IoT Anomaly Detection [article]

Lincoln Best, Ernest Foo, Hui Tian
2022 arXiv   pre-print
The proliferation and variety of Internet of Things devices means that they have increasingly become a viable target for malicious users.  ...  This thesis suggests a potential alternative to the current anomaly detection algorithms to be implemented within IoT systems that can be applied across different types of devices.  ...  These security protocols operate concurrently with different AD methods in order to secure information and prevent malicious users from gaining access to IoT devices (Naik, 2017) .  ... 
arXiv:2205.04005v1 fatcat:5bufsxneajfgvgpfrhqtvjy4ky

Hindrances in port digitalization? Identifying problems in adoption and implementation

Olli-Pekka Brunila, Vappu Kunnaala-Hyrkki, Tommi Inkinen
2021 European Transport Research Review  
AbstractDigitalization has an impact on all domains of maritime transport and logistics. Ports' ability to act as a part of digital networks and information chains is vital for its competitiveness.  ...  This requires means and prerequisites to integrate with contemporary technology platforms and system architectures.  ...  Gartner [22] anticipates that the number of devices connected to the IoT 'sphere' is going to increase almost exponentially until 2025 (estimation 25 billion devices worldwide).  ... 
doi:10.1186/s12544-021-00523-0 fatcat:fepscpkuu5c5zdlg3g4hxhbwhy

A Study on the Evolution of Ransomware Detection Using Machine Learning and Deep Learning Techniques

Damien Warren Fernando, Nikos Komninos, Thomas Chen
2020 IoT  
We also explored the new directions of ransomware and how we expect it to evolve in the coming years, such as expansion into IoT (Internet of Things), with IoT being integrated more into infrastructures  ...  The main motivations for this study are the destructive nature of ransomware, the difficulty of reversing a ransomware infection, and how important it is to detect it before infecting a system.  ...  In its current state, the framework would not port directly to IoT devices.  ... 
doi:10.3390/iot1020030 fatcat:3kx6wf352zdvtdmsxcumqwsuqq

Chapter 9 Survey on Big Data Applications [chapter]

Valentina Janev, Dea Pujić, Marko Jelić, Maria-Esther Vidal
2020 Lecture Notes in Computer Science  
e-commerce, environment, safety and security, telecommunications, and manufacturing.  ...  In our analysis, we focused on literature (review articles) accessible via the Elsevier ScienceDirect service and the Springer Link service from more recent years, mainly from the last two decades.  ...  IoT applications require proper cloud frameworks [456]. Ge [151] presents a comprehensive survey of big data applications in the IoT sphere, Martis [300] introduce machine learning to the mix.  ... 
doi:10.1007/978-3-030-53199-7_9 fatcat:4u2ymdrwwjen7f3frbom362d7e

Internet of Things in Digital Marketing and Data Security Concerns

Nadezhda Arkhipova, Madina Gurieva
2018 Proceedings of the 3rd International Conference on Judicial, Administrative and Humanitarian Problems of State Structures and Economic Subjects (JAHP 2018)   unpublished
However, the possibilities of IoT are accompanied by certain risks including an unauthorized access to and the use of personal information.  ...  The article analyzes certain aspects of the Internet of Things (IoT), the role it plays in industrial and consumer spheres, and the implications of IoT for marketers.  ...  The cyber security expenses in the IoT sphere worldwide are expected to reach $1.5 billion in 2018, a 28 per cent increase from 2017 and there is also a forecast of $3.1 billion IoT security expenses in  ... 
doi:10.2991/jahp-18.2018.54 fatcat:qyj5dpkpezf4pprd3df5i5km2m