[HTML][HTML] Joining federated learning to blockchain for digital forensics in IoT

W Almutairi, T Moulahi - Computers, 2023 - mdpi.com
In present times, the Internet of Things (IoT) is becoming the new era in technology by
including smart devices in every aspect of our lives. Smart devices in IoT environments are …

Digital forensics based on federated learning in IoT environment

H Mohamed, N Koroniotis, N Moustafa - Proceedings of the 2023 …, 2023 - dl.acm.org
The prevalence of Internet of Things (IoT) devices and increasing cyber-attacks, especially
Advanced Persistent Threats (APTs), require automating the forensics investigation process …

Using blockchain to ensure the integrity of digital forensic evidence in an iot environment

MS Akhtar, T Feng - EAI Endorsed Transactions on Creative …, 2022 - publications.eai.eu
Digital forensics deals with digital evidence. Digital forensics is the study of data detection,
acquisition, processing, analysis, and reporting. Encouraging the use of digital forensics in …

Toward secure and private federated learning for iot using blockchain

H Moudoud, S Cherkaoui - GLOBECOM 2022-2022 IEEE …, 2022 - ieeexplore.ieee.org
Recent advances in the Internet of Things (IoT) offer a plethora of new opportunities for
several intelligent services and applications. As the IoT connects a massive number of …

[图书][B] Artificial intelligence and blockchain in digital forensics

P Karthikeyan, HM Pande, V Sarveshwaran - 2023 - books.google.com
Digital forensics is the science of detecting evidence from digital media like a computer,
smartphone, server, or network. It provides the forensic team with the most beneficial …

Blockchain-Enabled digital forensics for the IoT: challenges, features, and current frameworks

S Brotsis, N Kolokotronis - 2022 IEEE International Conference …, 2022 - ieeexplore.ieee.org
With the number of the IoT devices to be increased constantly, cyber-attacks are increased
as well, making the Internet of Things (IoT) ecosystem susceptible to illegal and criminal …

A blockchain-based decentralized efficient investigation framework for IoT digital forensics

JH Ryu, PK Sharma, JH Jo, JH Park - The Journal of Supercomputing, 2019 - Springer
Until now, there has been little research on digital forensics in the IoT (Internet of Things)-
based infrastructure. Current digital forensic tools, investigation frameworks, and processes …

A cost-efficient iot forensics framework with blockchain

S Mercan, M Cebe, E Tekiner, K Akkaya… - … on blockchain and …, 2020 - ieeexplore.ieee.org
IoT devices have been adopted widely in the last decade which enabled collection of
various data from different environments. Data storage poses challenges since the data may …

Blockchain-Based Federated Machine Learning for Solving IoT Security Problems

V Singh, N Dahiya - Applications of Blockchain and Big IoT …, 2022 - taylorfrancis.com
With the advent of technology, we are witnessing huge potential in devices enabled with
sensors having advanced processing/computing capabilities. The internet, as a supporting …

An enhanced blockchain-based IoT digital forensics architecture using fuzzy hash

WA Mahrous, M Farouk, SM Darwish - IEEE Access, 2021 - ieeexplore.ieee.org
Due to businesses' growing use of IoT services in their day-to-day operations and the
increased use of smart devices, digital forensic investigations involving such systems will …