A systematic literature review on forensics in cloud, IoT, AI & blockchain

NSG Ganesh, NGM Venkatesh, DVV Prasad - Illumination of Artificial …, 2022 - Springer
In the growing diversified software applications, cybersecurity plays a vital role in preserving
and avoiding the loss of data in terms of money, knowledge, and assets of businesses and …

BC-EdgeFL: A defensive transmission model based on blockchain-assisted reinforced federated learning in IIoT environment

P Zhang, Y Hong, N Kumar, M Alazab… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Under the times of the Industrial Internet of Things, the traditional centralized machine
learning management method cannot deal with such huge data streams, and the problem of …

Detecting network attacks using federated learning for iot devices

O Shahid, V Mothukuri, S Pouriyeh… - 2021 IEEE 29th …, 2021 - ieeexplore.ieee.org
Billions of IoT devices are connected to networks all around us, enabling cyber-physical
systems. These devices can carry and generate user-sensitive data, examples of such …

TrustBCFL: Mitigating Data Bias in IoT Through Blockchain-Enabled Federated Learning

S Zhou, K Li, Y Chen, C Yang, W Liang… - IEEE Internet of …, 2024 - ieeexplore.ieee.org
The development of the Internet of Things (IoT), Big Data, and deep learning technologies
has brought convenience to people's lives. As personal privacy data protection laws and …

BLOFF: a blockchain-based forensic model in IoT

P Agbedanu, AD Jurcut - … on Convergence of Blockchain, Internet of …, 2023 - igi-global.com
In this era of explosive growth in technology, the internet of things (IoT) has become the
game changer when we consider technologies like smart homes and cities, smart energy …

Comparative analysis using supervised learning methods for anti-money laundering in bitcoin

I Alarab, S Prakoonwit, MI Nacer - Proceedings of the 2020 5th …, 2020 - dl.acm.org
With the advance of Bitcoin technology, money laundering has been incentivised as a den of
Bitcoin blockchain, in which the user's identity is hidden behind a pseudonym known as …

A survey on digital forensics in cloud environment using blockchain technology

PS Apirajitha - 2021 4th international conference on …, 2021 - ieeexplore.ieee.org
Today, the best progress in data innovation is likely to be distributed computing. It presents
many pleasant mechanical and financial advantages in the new world. There is no …

FLBC-IDS: a federated learning and blockchain-based intrusion detection system for secure IoT environments

A Govindaram - Multimedia Tools and Applications, 2024 - Springer
The development of the Internet of Things (IoT) in multiple sectors has led to substantial
security issues due to its decentralized structure and resource limits. To solve these …

Blockchain-based federated learning with secure aggregation in trusted execution environment for internet-of-things

AP Kalapaaking, I Khalil, MS Rahman… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
This article proposes a blockchain-based federated learning (FL) framework with Intel
Software Guard Extension (SGX)-based trusted execution environment (TEE) to securely …

Weighted forensics evidence using blockchain

D Billard - Proceedings of the 2018 international conference on …, 2018 - dl.acm.org
When digital evidence is presented in front of a court of law, it is seldom associated with a
scientific evaluation of its relevance, or significance. When experts are challenged about the …