Search Results for author: Majid Moradikia

Found 3 papers, 0 papers with code

Adversarial Attacks on Graph Neural Networks based Spatial Resource Management in P2P Wireless Communications

no code implementations13 Dec 2023 Ahmad Ghasemi, Ehsan Zeraatkar, Majid Moradikia, Seyed, Zekavat

To this end, we formulate an optimization problem that involves analyzing the distribution of channel eigenvalues before and after the attacks are applied.

Management

Mixture GAN For Modulation Classification Resiliency Against Adversarial Attacks

no code implementations29 May 2022 Eyad Shtaiwi, Ahmed El Ouadrhiri, Majid Moradikia, Salma Sultana, Ahmed Abdelhadi, Zhu Han

In this paper, we propose a novel generative adversarial network (GAN)-based countermeasure approach to safeguard the DNN-based AMC systems against adversarial attack examples.

Adversarial Attack Classification +2

Secrecy Rate Maximization for Hardware Impaired Untrusted Relaying Network with Deep Learning

no code implementations7 Jan 2021 Hamed Bastami, Majid Moradikia, Hamid Behroozi, Rodrigo C. de Lamare, Ahmed Abdelhadi, Zhigou Ding

To satisfy low-latency as one of the main key performance indicators (KPI) required in beyond 5G (B5G) communications, a computationally efficient data-driven approach is developed exploiting a deep learning model to improve the ASR while the computational burden is significantly reduced.

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