Proceedings ArticleDOI
Trust-IoV: A Trustworthy Forensic Investigation Framework for the Internet of Vehicles (IoV)
Mahmud Hossain,Ragib Hasan,Shams Zawoad +2 more
- pp 25-32
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TLDR
This article proposes TrustIoV – a digital forensic framework for the IoV systems that provides mechanisms to collect and store trustworthy evidence from the distributed infrastructure and maintains a secure provenance of the evidence to ensure the integrity of the stored evidence.Abstract:
The Internet of Vehicles (IoV) is a complex and dynamic mobile network system that enables information sharing between vehicles, their surrounding sensors, and clouds. While IoV opens new opportunities in various applications and services to provide safety on the road, it introduces new challenges in the field of digital forensics investigations. The existing tools and procedures of digital forensics cannot meet the highly distributed, decentralized, dynamic, and mobile infrastructures of the IoV. Forensic investigators will face challenges while identifying necessary pieces of evidence from the IoV environment, and collecting and analyzing the evidence. In this article, we propose TrustIoV – a digital forensic framework for the IoV systems that provides mechanisms to collect and store trustworthy evidence from the distributed infrastructure. Trust-IoV maintains a secure provenance of the evidence to ensure the integrity of the stored evidence and allows investigators to verify the integrity of the evidence during an investigation. Our experimental results on a simulated environment suggest that Trust-IoV can operate with minimal overhead while ensuring the trustworthiness of evidence in a strong adversarial scenario.read more
Citations
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Proceedings ArticleDOI
Towards Internet of Things (IoT) Forensics Analysis on Intelligent Robot Vacuum Systems
TL;DR: In this paper , the authors make an initial attempt to conduct a digital forensic analysis on intelligent robot vacuums systems by retrieving and analyzing a robot vacuum operation log, the installation details of the robot vacuum and control system, and the usage record of the application from the memory of a smartphone.
Journal ArticleDOI
A Trusted Paradigm of Data Management for Blockchain-Enabled Internet of Vehicles in Smart Cities
Yun Wu,Liangshun Wu,Hengjin Cai +2 more
TL;DR: In this paper , a trusted paradigm of data management based on a vehicle-road-cloud architecture is proposed, where a few-shot learning model, Wasserstein Generative Adversarial Network (WGAN) with Synthetic Minority Oversampling Technique (SMOTE) sampling is designed to evaluate whether the uploading message is malicious.
Proceedings ArticleDOI
Shifting towards Antifragile Critical Infrastructure Systems
TL;DR: This paper highlights how the COVID-19 crisis has revealed the fragility of critical infrastructures and unintentionally promoted the antifragility concept, and adopts the blockchain as an example of an antIFragile system.
Internet of Things: Basic Concepts and Decorum of Smart Services
TL;DR: In this paper, the authors present the various components of IoT like network architecture, various applications, and network topologies and protocols, as well as various protocols and protocols for proper monitoring.
Proceedings ArticleDOI
Multimedia Analytics Based On Air-assisted Vehicle Network In Smart City
Yaqi Song,Yun Shen,Peng Ding +2 more
TL;DR: Simulation results show that the proposed method can improve the performance of multimedia analytics in the air-assisted IoV and a Markov decision process for resource allocation in air- assisted IoV of smart city, which can be addressed by a deep reinforcement learning algorithm.
References
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Proceedings ArticleDOI
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