[HTML][HTML] A review of IoT security and privacy using decentralized blockchain techniques

V Gugueoth, S Safavat, S Shetty, D Rawat - Computer Science Review, 2023 - Elsevier
IoT security is one of the prominent issues that has gained significant attention among the
researchers in recent times. The recent advancements in IoT introduces various critical …

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 …

Security and privacy in IoT using machine learning and blockchain: Threats and countermeasures

N Waheed, X He, M Ikram, M Usman… - ACM computing …, 2020 - dl.acm.org
Security and privacy of users have become significant concerns due to the involvement of
the Internet of Things (IoT) devices in numerous applications. Cyber threats are growing at …

[HTML][HTML] Advancing IoT security: A systematic review of machine learning approaches for the detection of IoT botnets

A Nazir, J He, N Zhu, A Wajahat, X Ma, F Ullah… - Journal of King Saud …, 2023 - Elsevier
Abstract The Internet of Things (IoT) has transformed many aspects of modern life, from
healthcare and transportation to home automation and industrial control systems. However …

Image transformation-based defense against adversarial perturbation on deep learning models

A Agarwal, R Singh, M Vatsa… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Deep learning algorithms provide state-of-the-art results on a multitude of applications.
However, it is also well established that they are highly vulnerable to adversarial …

Blockchain management and machine learning adaptation for IoT environment in 5G and beyond networks: A systematic review

A Miglani, N Kumar - Computer Communications, 2021 - Elsevier
Keeping in view of the constraints and challenges with respect to big data analytics along
with security and privacy preservation for 5G and B5G applications, the integration of …

Voting-based decentralized consensus design for improving the efficiency and security of consortium blockchain

G Sun, M Dai, J Sun, H Yu - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
Since its emergence, blockchain technology has received great attention because of its
advantages in terms of decentralization, transparency, traceability, and the ability to be …

Blockchain system defensive overview for double-spend and selfish mining attacks: A systematic approach

K Nicolas, Y Wang, GC Giakos, B Wei, H Shen - IEEE Access, 2020 - ieeexplore.ieee.org
Blockchain is a technology that ensures data security by verifying database of records
established in a decentralized and distributed network. Blockchain-based approaches have …

Privacy-preserving federated learning for scalable and high data quality computational-intelligence-as-a-service in Society 5.0

A Peyvandi, B Majidi, S Peyvandi, JC Patra - Multimedia tools and …, 2022 - Springer
Training supervised machine learning models like deep learning requires high-quality
labelled datasets that contain enough samples from various categories and specific cases …

A survey on privacy-preserving blockchain systems (PPBS) and a novel PPBS-based framework for smart agriculture

QN Tran, BP Turnbull, HT Wu… - IEEE Open Journal …, 2021 - ieeexplore.ieee.org
Blockchain and smart contracts have seen significant application over the last decade,
revolutionising many industries, including cryptocurrency, finance and banking, and supply …