[HTML][HTML] Deep learning for cyber threat detection in IoT networks: A review

A Aldhaheri, F Alwahedi, MA Ferrag, A Battah - Internet of Things and Cyber …, 2024 - Elsevier
Abstract The Internet of Things (IoT) has revolutionized modern tech with interconnected
smart devices. While these innovations offer unprecedented opportunities, they also …

Internet of Things intrusion detection systems: a comprehensive review and future directions

A Heidari, MA Jabraeil Jamali - Cluster Computing, 2023 - Springer
Abstract The Internet of Things (IoT) is a paradigm that connects objects to the Internet as a
whole and enables them to work together to achieve common objectives, such as innovative …

A survey on intrusion detection system: feature selection, model, performance measures, application perspective, challenges, and future research directions

A Thakkar, R Lohiya - Artificial Intelligence Review, 2022 - Springer
With the increase in the usage of the Internet, a large amount of information is exchanged
between different communicating devices. The data should be communicated securely …

Data fusion approach for collaborative anomaly intrusion detection in blockchain-based systems

W Liang, L **ao, K Zhang, M Tang… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
Blockchain technology is rapidly changing the transaction behavior and efficiency of
businesses in recent years. Data privacy and system reliability are critical issues that is …

Role of machine learning and deep learning in securing 5G-driven industrial IoT applications

P Sharma, S Jain, S Gupta, V Chamola - Ad Hoc Networks, 2021 - Elsevier
Abstract The Internet of Things (IoT) connects millions of computing devices and has set a
stage for future technology where industrial use cases like smart cities and smart houses will …

[HTML][HTML] A new two-phase intrusion detection system with Naïve Bayes machine learning for data classification and elliptic envelop method for anomaly detection

M Vishwakarma, N Kesswani - Decision Analytics Journal, 2023 - Elsevier
Technology is pivotal in the rapid growth of services and intensifying the quality of life.
Recent technology, like the Internet of Things (IoT), demonstrates an impressive …

A consolidated decision tree-based intrusion detection system for binary and multiclass imbalanced datasets

R Panigrahi, S Borah, AK Bhoi, MF Ijaz, M Pramanik… - Mathematics, 2021 - mdpi.com
The widespread acceptance and increase of the Internet and mobile technologies have
revolutionized our existence. On the other hand, the world is witnessing and suffering due to …

Blockchain-enabled fraud discovery through abnormal smart contract detection on Ethereum

L Liu, WT Tsai, MZA Bhuiyan, H Peng, M Liu - Future Generation Computer …, 2022 - Elsevier
Anomaly detection for smart contracts can effectively prevent hidden security risks such as
financial fraud, illegal financing, and money laundering. Ethereum is currently the largest …

Security threats and artificial intelligence based countermeasures for internet of things networks: a comprehensive survey

S Zaman, K Alhazmi, MA Aseeri, MR Ahmed… - Ieee …, 2021 - ieeexplore.ieee.org
The Internet of Things (IoT) has emerged as a technology capable of connecting
heterogeneous nodes/objects, such as people, devices, infrastructure, and makes our daily …

Intrusion detection protocols in wireless sensor networks integrated to Internet of Things deployment: Survey and future challenges

S Pundir, M Wazid, DP Singh, AK Das… - IEEE …, 2019 - ieeexplore.ieee.org
As we all know that the technology is projected to be next to humans very soon because of
its holistic growth. Now-a-days, we see a lot of applications that are making our lives …