Game theory for anti-jamming strategy in multichannel slow fading IoT networks

A Gouissem, K Abualsaud, E Yaacoub… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
The open nature of the wireless communication medium renders it vulnerable to jamming
attacks by malicious users. To detect their presence and to avoid such attacks, several …

Collaborative byzantine resilient federated learning

A Gouissem, K Abualsaud, E Yaacoub… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
Federated learning (FL) enables an effective and private distributed learning process.
However, it is vulnerable against several types of attacks, such as Byzantine behaviors. The …

Federated learning stability under byzantine attacks

A Gouissem, K Abualsaud, E Yaacoub… - 2022 IEEE Wireless …, 2022 - ieeexplore.ieee.org
Federated Learning (FL) is a machine learning approach that enables private and
decentralized model training. Although FL has been shown to be very useful in several …

Robust beamforming design for STAR-RIS-assisted anti-jamming and secure transmission

T Zhou, K Xu, G Hu, X Xia, W Xie… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Potential eavesdropping and malicious jamming attacks pose an enormous threat to
wireless communication. In this paper, a novel architecture of reconfigurable intelligent …

Accelerated iot anti-jamming: A game theoretic power allocation strategy

A Gouissem, K Abualsaud, E Yaacoub… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
A jamming combating power allocation strategy is proposed to secure the data
communication in IoT networks. The proposed strategy aims to minimize the worst case …

Deep reinforcement learning-based anti-jamming algorithm using dual action network

X Li, J Chen, X Ling, T Wu - IEEE Transactions on Wireless …, 2022 - ieeexplore.ieee.org
Due to the open nature of wireless communication, malicious electromagnetic jamming has
long been a severe threat to the establishment and stability of communication links. To …

A secure energy efficient scheme for cooperative IoT networks

A Gouissem, K Abualsaud, E Yaacoub… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
A secure energy efficient approach is proposed to connect Internet of Things (IoT) sensors
that operate with limited power resources. This is done by optimizing simultaneously the …

Adversarial jamming and catching games over AWGN channels with mobile players

G Perin, A Buratto, NM Anselmi… - … on Wireless and …, 2021 - ieeexplore.ieee.org
We consider a wireless jamming game played by a receiver and a malicious interferer that
wants to disrupt communication. The outcome of the game depends on the characteristics of …

Toward secure IoT networks in healthcare applications: A game-theoretic anti-jamming framework

A Gouissem, K Abualsaud, E Yaacoub… - IEEE Internet of …, 2022 - ieeexplore.ieee.org
The Internet of Things (IoT) is used to interconnect a massive number of heterogeneous
resource-constrained smart devices. This makes such networks exposed to various types of …

Security challenges and solutions in IoT networks for the smart cities

A Procopiou, TM Chen - Internet of Things, 2022 - taylorfrancis.com
It is estimated that by 2030, more than 60% of the population is going to live in cities.
Overpopulation in urban cities causes numerous problems including environmental …