Game theory and reinforcement learning for anti-jamming defense in wireless communications: Current research, challenges, and solutions

L Jia, N Qi, Z Su, F Chu, S Fang… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
Due to the inherently open and shared nature of the wireless channels, wireless
communication networks are vulnerable to jamming attacks, and effective anti-jamming …

Reconfigurable intelligent surface for physical layer security in 6G-IoT: Designs, issues, and advances

W Khalid, MAU Rehman, T Van Chien… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
Sixth-generation (6G) networks pose substantial security risks because confidential
information is transmitted over wireless channels with a broadcast nature, and various attack …

A systematic survey on physical layer security oriented to reconfigurable intelligent surface empowered 6G

S Zhang, W Huang, Y Liu - Computers & Security, 2024 - Elsevier
The 6G system is envisioned to support various new applications with diverse requirements
in terms of quality and security. To fulfill diverse and stringent requirements, reconfigurable …

[HTML][HTML] An intelligent framework for cyber–physical satellite system and iot-aided aerial vehicle security threat detection

N Alturki, T Aljrees, M Umer, A Ishaq, S Alsubai… - Sensors, 2023 - mdpi.com
The small-drone technology domain is the outcome of a breakthrough in technological
advancement for drones. The Internet of Things (IoT) is used by drones to provide inter …

Max-min fairness in RIS-assisted anti-jamming communications: Optimization versus deep reinforcement learning approaches

J Liu, G Yang, YC Liang, C Yuen - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Wireless communication is vulnerable to malicious jamming attacks due to the inherent
broadcasting nature of wireless channels. This paper investigates an anti-jamming …

Active RIS-NOMA uplink in URLLC, jamming mitigation via surrogate and deep learning

G Asemian, M Amini, B Kantarci - IEEE Open Journal of the …, 2025 - ieeexplore.ieee.org
The integration of Non-Orthogonal Multiple Access (NOMA) and Reconfigurable Intelligent
Surfaces (RIS) significantly enhances 5G across a variety of technologies such as the …

From Adaptive Communication Anti‐Jamming to Intelligent Communication Anti‐Jamming: 50 Years of Evolution

Q Zhou, Y Niu - Advanced Intelligent Systems, 2024 - Wiley Online Library
Herein, a comprehensive review of the evolution of intelligent communication anti‐jamming
techniques is provided. First, a clear definition of the concept and elaboration on the …

Intelligent Jamming Strategy for Wireless Communications Based on Game Theory

Y Li, W Miao, Z Gao, G Lv - IEEE Access, 2024 - ieeexplore.ieee.org
This paper explores the scenario that a jammer attacks an intelligent transmitter which can
sense and adapt to the jamming environment. Given the non-cooperative relationship …

Optimization-Driven DRL-Based Joint Beamformer Design for IRS-Aided ITSN Against Smart Jamming Attacks

H Dong, C Hua, L Liu, W Xu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This paper investigates an intelligent reflecting surfaces (IRS) aided anti-jamming
communication strategy in the integrated terrestrial-satellite network (ITSN), where the IRS is …

Novel approach for intrusion detection attacks on small drones using ConvLSTM model

A Alzahrani - IEEE Access, 2024 - ieeexplore.ieee.org
The emergence of small-drone technology has revolutionized the way we use drones. Small
drones leverage the Internet of Things (IoT) to provide precise navigation and location …