Deep learning for signal authentication and security in massive internet-of-things systems

A Ferdowsi, W Saad - IEEE Transactions on Communications, 2018 - ieeexplore.ieee.org
Secure signal authentication is arguably one of the most challenging problems in the
Internet of Things (IoT), due to the large-scale nature of the system and its susceptibility to …

Deep learning-based dynamic watermarking for secure signal authentication in the Internet of Things

A Ferdowsi, W Saad - 2018 IEEE International Conference on …, 2018 - ieeexplore.ieee.org
Securing the Internet of Things (IoT) is a necessary milestone toward expediting the
deployment of its applications and services. In particular, the functionality of the IoT devices …

Zero-bias deep learning for accurate identification of Internet-of-Things (IoT) devices

Y Liu, J Wang, J Li, H Song, T Yang… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
The Internet of Things (IoT) provides applications and services that would otherwise not be
possible. However, the open nature of IoT makes it vulnerable to cybersecurity threats …

Toward secure and efficient deep learning inference in dependable IoT systems

H Qiu, Q Zheng, T Zhang, M Qiu… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
The rapid development of deep learning (DL) enables resource-constrained systems and
devices [eg, Internet of Things (IoT)] to perform sophisticated artificial intelligence (AI) …

Deep learning and big data technologies for IoT security

MA Amanullah, RAA Habeeb, FH Nasaruddin… - Computer …, 2020 - Elsevier
Technology has become inevitable in human life, especially the growth of Internet of Things
(IoT), which enables communication and interaction with various devices. However, IoT has …

A survey of machine and deep learning methods for internet of things (IoT) security

MA Al-Garadi, A Mohamed, AK Al-Ali… - … surveys & tutorials, 2020 - ieeexplore.ieee.org
The Internet of Things (IoT) integrates billions of smart devices that can communicate with
one another with minimal human intervention. IoT is one of the fastest developing fields in …

Securing the internet of things in the age of machine learning and software-defined networking

F Restuccia, S D'oro, T Melodia - IEEE Internet of Things …, 2018 - ieeexplore.ieee.org
The Internet of Things (IoT) realizes a vision where billions of interconnected devices are
deployed just about everywhere, from inside our bodies to the most remote areas of the …

Identification of active attacks in Internet of Things: Joint model-and data-driven automatic modulation classification approach

S Huang, C Lin, W Xu, Y Gao, Z Feng… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
The Internet of Things (IoT) pervades every aspect of our daily lives and industrial
productions since billions of interconnected devices are deployed everywhere of the globe …

[HTML][HTML] Device-to-device (D2D) multi-criteria learning algorithm using secured sensors

K Haseeb, A Rehman, T Saba, SA Bahaj, J Lloret - Sensors, 2022 - mdpi.com
Wireless networks and the Internet of things (IoT) have proven rapid growth in the
development and management of smart environments. These technologies are applied in …

“why should i trust your ids?”: An explainable deep learning framework for intrusion detection systems in internet of things networks

Z Abou El Houda, B Brik… - IEEE Open Journal of the …, 2022 - ieeexplore.ieee.org
Internet of Things (IoT) is an emerging paradigm that is turning and revolutionizing
worldwide cities into smart cities. However, this emergence is accompanied with several …