Mahmoud Nazzal

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 31

Top Topics

Dictionary Learning

Channel Estimation

Transform Domain

Single Image Super Resolution

Top Venues

Signal Image Video Process.

Publications

Nura Aljaafari, Mahmoud Nazzal, Ahmad H. Sawalmeh, Abdallah Khreishah, Muhammad Anan, Abdulelah Abdallah Algosaibi, Mohammed Abdulaziz Al Naeem, Adel Aldalbahi, Abdulaziz Alhumam, Conrado P. Vizcarra
Investigating the Factors Impacting Adversarial Attack and Defense Performances in Federated Learning. IEEE Trans. Engineering Management 71 (2024)
Mahmoud Nazzal, Deepak Vungarala, Mehrdad Morsali, Chao Zhang, Arnob Ghosh, Abdallah Khreishah, Shaahin Angizi
A Dataset for Large Language Model-Driven AI Accelerator Generation. CoRR (2024)
Mahmoud Nazzal, Issa Khalil, Abdallah Khreishah, NhatHai Phan, Yao Ma
Multi-Instance Adversarial Attack on GNN-Based Malicious Domain Detection. CoRR (2023)
Izzat Alsmadi, Kashif Ahmad, Mahmoud Nazzal, Firoj Alam, Ala I. Al-Fuqaha, Abdallah Khreishah, Abdulelah Abdallah Algosaibi
Adversarial NLP for Social Network Applications: Attacks, Defenses, and Research Directions. IEEE Trans. Comput. Soc. Syst. 10 (6) (2023)
Mehrdad Morsali, Mahmoud Nazzal, Abdallah Khreishah, Shaahin Angizi
IMA-GNN: In-Memory Acceleration of Centralized and Decentralized Graph Neural Networks at the Edge. ACM Great Lakes Symposium on VLSI (2023)
Mahmoud Nazzal, Nura Aljaafari, Ahmad H. Sawalmeh, Abdallah Khreishah, Muhammad Anan, Abdulelah Abdallah Algosaibi, Mohammed Alnaeem, Adel Aldalbahi, Abdulaziz Alhumam, Conrado P. Vizcarra, Shadan Alhamed
Genetic Algorithm-Based Dynamic Backdoor Attack on Federated Learning-Based Network Traffic Classification. FMEC (2023)
Mehmet Ali Aygül, Mahmoud Nazzal, Hüseyin Arslan
Estimating Multi-Dimensional Sparsity Level for Spectrum Sensing. WCNC (2023)
Mehrdad Morsali, Mahmoud Nazzal, Abdallah Khreishah, Shaahin Angizi
IMA-GNN: In-Memory Acceleration of Centralized and Decentralized Graph Neural Networks at the Edge. CoRR (2023)
Mahmoud Nazzal, Abdallah Khreishah, Joyoung Lee, Shaahin Angizi
Semi-decentralized Inference in Heterogeneous Graph Neural Networks for Traffic Demand Forecasting: An Edge-Computing Approach. CoRR (2023)
Mehmet Ali Aygül, Mahmoud Nazzal, Hüseyin Arslan
Sparsifying Dictionary Learning for Beamspace Channel Representation and Estimation in Millimeter-Wave Massive MIMO. IEEE Access 11 (2023)
Mahmoud Nazzal, Nura Aljaafari, Ahmad Sawalmeh, Abdallah Khreishah, Muhammad Anan, Abdulelah Abdallah Algosaibi, Mohammed Alnaeem, Adel Aldalbahi, Abdulaziz Alhumam, Conrado P. Vizcarra, Shadan Alhamed
Genetic Algorithm-Based Dynamic Backdoor Attack on Federated Learning-Based Network Traffic Classification. CoRR (2023)
Mahmoud Nazzal, Mehmet Ali Aygül, Hüseyin Arslan
Estimation and Exploitation of Multidimensional Sparsity for MIMO-OFDM Channel Estimation. WCNC (2022)
Sihua Shao, Mahmoud Nazzal, Abdallah Khreishah, Moussa Ayyash
Self-Optimizing Data Offloading in Mobile Heterogeneous Radio-Optical Networks: A Deep Reinforcement Learning Approach. IEEE Netw. 36 (2) (2022)
Izzat Alsmadi, Nura Aljaafari, Mahmoud Nazzal, Shadan Alhamed, Ahmad H. Sawalmeh, Conrado P. Vizcarra, Abdallah Khreishah, Muhammad Anan, Abdulelah A. Algosaibi, Mohammed Al-Naeem, Adel Aldalbahi, Abdulaziz Al-Humam
Adversarial Machine Learning in Text Processing: A Literature Survey. IEEE Access 10 (2022)
Mehmet Ali Aygül, Mahmoud Nazzal, Hüseyin Arslan
Using OMP and SD algorithms together in mm-Wave mMIMO channel estimation. Signal Image Video Process. 16 (5) (2022)
Mehmet Ali Aygül, Mahmoud Nazzal, Hüseyin Arslan
Deep RL-Based Spectrum Occupancy Prediction Exploiting Time and Frequency Correlations. WCNC (2022)
Mehmet Ali Aygül, Mahmoud Nazzal, Mehmet Izzet Saglam, Daniel Benevides da Costa, Hasan Fehmi Ates, Hüseyin Arslan
Efficient Spectrum Occupancy Prediction Exploiting Multidimensional Correlations through Composite 2D-LSTM Models. Sensors 21 (1) (2021)
Izzat Alsmadi, Kashif Ahmad, Mahmoud Nazzal, Firoj Alam, Ala I. Al-Fuqaha, Abdallah Khreishah, Abdulelah A. Algosaibi
Adversarial Attacks and Defenses for Social Network Text Processing Applications: Techniques, Challenges and Future Research Directions. CoRR (2021)
Mehmet Ali Aygül, Mahmoud Nazzal, Hüseyin Arslan
Deep Learning-Based Optimal RIS Interaction Exploiting Previously Sampled Channel Correlations. WCNC (2021)
Mahmoud Nazzal, Mehmet Ali Aygül, Hüseyin Arslan
Sparse Coding with Enhanced Atom Selection for FDD Massive MIMO Channel Estimation. VTC Fall (2021)
Mehmet Ali Aygül, Haji M. Furqan, Mahmoud Nazzal, Hüseyin Arslan
Deep Learning-Assisted Detection of PUE and Jamming Attacks in Cognitive Radio Systems. VTC Fall (2020)
Haji M. Furqan, Mehmet Ali Aygül, Mahmoud Nazzal, Hüseyin Arslan
Primary user emulation and jamming attack detection in cognitive radio via sparse coding. EURASIP J. Wirel. Commun. Netw. 2020 (1) (2020)
Mehmet Ali Aygül, Mahmoud Nazzal, Ali Riza Ekti, Ali Görçin, Daniel Benevides da Costa, Hasan Fehmi Ates, Hüseyin Arslan
Spectrum Occupancy Prediction Exploiting Time and Frequency Correlations Through 2D-LSTM. VTC Spring (2020)
Mahmoud Nazzal, Ali Riza Ekti, Ali Görçin, Hüseyin Arslan
Exploiting Sparsity Recovery for Compressive Spectrum Sensing: A Machine Learning Approach. IEEE Access 7 (2019)
Mahmoud Nazzal, Mehmet Ali Aygül, Ali Görçin, Hüseyin Arslan
Dictionary Learning-Based Beamspace Channel Estimation in Millimeter-Wave Massive MIMO Systems with a Lens Antenna Array. IWCMC (2019)
Mahmoud Nazzal, Mehmet Ali Aygül, Ali Görçin, Hüseyin Arslan
Sparse Coding for Transform Domain-Based Sparse OFDM Channel Estimation. SIU (2019)
Mahmoud Nazzal, Orkun Hasekioglu, Ali Riza Ekti, Ali Görçin, Hüseyin Arslan
Compressed Spectrum Sensing Using Sparse Recovery Convergence Patterns through Machine Learning Classification. PIMRC (2019)
Mahmoud Nazzal, Haji Muhammad Furqan, Hüseyin Arslan
FDD Massive MIMO Downlink Channel Estimation via Selective Sparse Coding over AoA/AoD Cluster Dictionaries. PIMRC (2018)
Faezeh Yeganli, Mahmoud Nazzal, Hüseyin Özkaramanli
Super-resolution using multiple structured dictionaries based on the gradient operator and bicubic interpolation. SIU (2016)
Faezeh Yeganli, Mahmoud Nazzal, Murat Unal, Hüseyin Özkaramanli
Image super-resolution via sparse representation over multiple learned dictionaries based on edge sharpness. Signal Image Video Process. 10 (3) (2016)
Mahmoud Nazzal, Faezeh Yeganli, Hüseyin Özkaramanli
Improved dictionary learning by constrained re-training over residual components. SIU (2016)
Mahmoud Nazzal, Hüseyin Özkaramanli
Wavelet domain dictionary learning-based single image superresolution. Signal Image Video Process. 9 (7) (2015)
Mahmoud Nazzal, Hüseyin Özkaramanli
Directionally-structured dictionary learning and sparse representation based on subspace projections. SIU (2015)
Faezeh Yeganli, Mahmoud Nazzal, Hüseyin Özkaramanli
Image super-resolution via sparse representation over multiple learned dictionaries based on edge sharpness and gradient phase angle. Signal Image Video Process. 9 (Supplement-1) (2015)
Mahmoud Nazzal, Faezeh Yeganli, Hüseyin Özkaramanli
A Strategy for Residual Component-Based Multiple Structured Dictionary Learning. IEEE Signal Process. Lett. 22 (11) (2015)
Faezeh Yeganli, Mahmoud Nazzal, Hüseyin Özkaramanli
Selective super-resolution via sparse representations of sharp image patches using multiple dictionaries and bicubic interpolation. SIU (2015)
Faezeh Yeganli, Mahmoud Nazzal, Murat Unal, Hüseyin Özkaramanli
Image Super-Resolution via Sparse Representation over Coupled Dictionary Learning Based on Patch Sharpness. EMS (2014)
Mahmoud Nazzal, Hüseyin Özkaramanli
Variable patch size sparse representation over learned dictionaries. SIU (2014)
Fahime Farhadifard, Elham Abar, Mahmoud Nazzal, Huseyin Ozkaramanh
Single image super resolution based on sparse representation via directionally structured dictionaries. SIU (2014)
Mahmoud Nazzal, Faezeh Yeganli, Hüseyin Özkaramanli
Single Image Super-Resolution via Sparse Representation over Directionally Structured Dictionaries Based on the Patch Gradient Phase Angle. EMS (2014)
Mahmoud Nazzal, Hüseyin Özkaramanli
Improved single image super-resolution using sparsity and structured dictionary learning in wavelet domain. SIU (2013)
Mahmoud Nazzal, Hüseyin Özkaramanli
Single image superresolution using sparsity and dictionary learning in wavelet domain. SIU (2012)