A federated-ANFIS for collaborative intrusion detection in securing decentralized autonomous organizations

YP Tsang, CH Wu, N Dong - IEEE Transactions on Engineering …, 2023 - ieeexplore.ieee.org
Blockchain has facilitated the emergence of automation and decentralization concepts,
leading to significant organizational and operational changes in businesses, eg …

Enhanced collaborative intrusion detection for industrial cyber-physical systems using permissioned blockchain and decentralized federated learning networks

J Liang, M Sadiq, G Yang, K Jiang, T Cai… - Engineering Applications of …, 2024 - Elsevier
In the digital economy, the security of Cyber-Physical Systems (CPSs) is paramount. Despite
the deployment of various Intrusion Detection Systems (IDSs) in industrial CPSs, the primary …

A deep blockchain framework-enabled collaborative intrusion detection for protecting IoT and cloud networks

O Alkadi, N Moustafa, B Turnbull… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
There has been significant research in incorporating both blockchain and intrusion detection
to improve data privacy and detect existing and emerging cyberattacks, respectively. In …

A collaborative intrusion detection approach based on deep learning and blockchain

C Hazman, S Amaouche, M Abdedaime… - … and machine learning …, 2024 - taylorfrancis.com
Intrusion detection systems developed in the past few years could identify a wide range of
harmful network assaults using a number of monitoring methodologies. Still, existing …

A blockchain-assisted security management framework for collaborative intrusion detection in smart cities

W Li, C Stidsen, T Adam - Computers and Electrical Engineering, 2023 - Elsevier
Aiming to safeguard a decentralized setup such as smart cities, collaborative intrusion
detection system (CIDS) has become a mainstream security mechanism to protect different …

HBFL: A hierarchical blockchain-based federated learning framework for collaborative IoT intrusion detection

M Sarhan, WW Lo, S Layeghy, M Portmann - Computers and Electrical …, 2022 - Elsevier
The continuous strengthening of the security posture of Internet of Things (IoT) ecosystems
is vital due to the increasing number of interconnected devices and the volume of sensitive …

Blockchain and federated learning-based intrusion detection approaches for edge-enabled industrial IoT networks: A survey

S Ali, Q Li, A Yousafzai - Ad Hoc Networks, 2024 - Elsevier
The industrial internet of things (IIoT) is an evolutionary extension of the traditional Internet of
Things (IoT) into processes and machines for applications in the industrial sector. The IIoT …

A collaborative intrusion detection system using deep blockchain framework for securing cloud networks

O Alkadi, N Moustafa, B Turnbull - Intelligent Systems and Applications …, 2021 - Springer
Security solutions, especially intrusion detection and blockchain, have been individually
employed in the cloud for detecting cyber threats and preserving private data. Both solutions …

A blockchain-enabled collaborative intrusion detection framework for SDN-assisted cyber-physical systems

W Li, Y Wang, J Li - International Journal of Information Security, 2023 - Springer
Cyber-physical systems (CPS) play an important role in our daily lives, such as automotive,
medical monitoring, smart grid, industrial control systems and so on. CPS typically consists …

Suitability of blockchain for collaborative intrusion detection systems

NA Dawit, SS Mathew, K Hayawi - 2020 12th Annual …, 2020 - ieeexplore.ieee.org
Cyber-security is indispensable as malicious incidents are ubiquitous on the Internet.
Intrusion Detection Systems have an important role in detecting and thwarting cyber-attacks …