Mamoun Alazab

28.0k total citations · 26 hit papers
312 papers, 18.4k citations indexed

About

Mamoun Alazab is a scholar working on Computer Networks and Communications, Artificial Intelligence and Information Systems. According to data from OpenAlex, Mamoun Alazab has authored 312 papers receiving a total of 18.4k indexed citations (citations by other indexed papers that have themselves been cited), including 155 papers in Computer Networks and Communications, 127 papers in Artificial Intelligence and 126 papers in Information Systems. Recurrent topics in Mamoun Alazab's work include Network Security and Intrusion Detection (82 papers), Advanced Malware Detection Techniques (66 papers) and Blockchain Technology Applications and Security (49 papers). Mamoun Alazab is often cited by papers focused on Network Security and Intrusion Detection (82 papers), Advanced Malware Detection Techniques (66 papers) and Blockchain Technology Applications and Security (49 papers). Mamoun Alazab collaborates with scholars based in Australia, India and China. Mamoun Alazab's co-authors include Thippa Reddy Gadekallu, Praveen Kumar Reddy Maddikunta, Sitalakshmi Venkatraman, R. Vinayakumar, Quoc‐Viet Pham, Neeraj Kumar, Sweta Bhattacharya, K. P. Soman, Prabaharan Poornachandran and Ameer Al-Nemrat and has published in prestigious journals such as SHILAP Revista de lepidopterología, IEEE Communications Surveys & Tutorials and IEEE Access.

In The Last Decade

Mamoun Alazab

307 papers receiving 17.5k citations

Hit Papers

Deep Learning Approach for Intelligent Intrusion Detectio... 2019 2026 2021 2023 2019 2020 2021 2020 2019 250 500 750 1000
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

  1. Deep Learning Approach for Intelligent Intrusion Detection System
    2019 1.1k citations Mamoun Alazab, Sitalakshmi Venkatraman et al. IEEE Access profile →
  2. Blockchain for Industry 4.0: A Comprehensive Review
    2020 456 citations Mamoun Alazab et al. IEEE Access profile →
  3. Unmanned Aerial Vehicles in Smart Agriculture: Applications, Requirements, and Challenges
    2021 401 citations Praveen Kumar Reddy Maddikunta, Saqib Hakak et al. IEEE Sensors Journal profile →
  4. IMCFN: Image-based malware classification using fine-tuned convolutional neural network architecture
    2020 341 citations Mamoun Alazab et al. profile →
  5. Robust Intelligent Malware Detection Using Deep Learning
    2019 338 citations Mamoun Alazab, Sitalakshmi Venkatraman et al. IEEE Access profile →
  6. An effective feature engineering for DNN using hybrid PCA-GWO for intrusion detection in IoMT architecture
    2020 328 citations Praveen Kumar Reddy Maddikunta, M. Parimala et al. Computer Communications profile →
  7. Image-Based malware classification using ensemble of CNN architectures (IMCEC)
    2020 273 citations Mamoun Alazab et al. profile →
  8. An ensemble machine learning approach through effective feature extraction to classify fake news
    2020 271 citations Saqib Hakak, Mamoun Alazab et al. profile →
  9. A Novel PCA-Firefly Based XGBoost Classification Model for Intrusion Detection in Networks Using GPU
    2020 252 citations Sweta Bhattacharya, Praveen Kumar Reddy Maddikunta et al. Electronics profile →
  10. Whale Optimization Algorithm With Applications to Resource Allocation in Wireless Networks
    2020 249 citations Quoc‐Viet Pham, Mamoun Alazab et al. profile →
  11. Early Detection of Diabetic Retinopathy Using PCA-Firefly Based Deep Learning Model
    2020 247 citations Thippa Reddy Gadekallu, Sweta Bhattacharya et al. Electronics profile →
  12. Metaverse for Healthcare: A Survey on Potential Applications, Challenges and Future Directions
    2023 240 citations Rajeswari Chengoden, Nancy Victor et al. IEEE Access profile →
  13. Blockchain-Based Reliable and Efficient Certificateless Signature for IIoT Devices
    2021 225 citations Weizheng Wang, Mamoun Alazab et al. IEEE Transactions on Industrial Informatics profile →
  14. A novel PCA–whale optimization-based deep neural network model for classification of tomato plant diseases using GPU
    2020 225 citations Thippa Reddy Gadekallu, Dharmendra Singh Rajput et al. Journal of Real-Time Image Processing profile →
  15. Federated Learning for intrusion detection system: Concepts, challenges and future directions
    2022 223 citations Shaashwat Agrawal, Sagnik Sarkar et al. Computer Communications profile →
  16. A Visualized Botnet Detection System Based Deep Learning for the Internet of Things Networks of Smart Cities
    2020 222 citations Mamoun Alazab, Quoc‐Viet Pham et al. profile →
  17. CANintelliIDS: Detecting In-Vehicle Intrusion Attacks on a Controller Area Network Using CNN and Attention-Based GRU
    2021 221 citations Abdul Rehman Javed, Mamoun Alazab et al. IEEE Transactions on Network Science and Engineering profile →
  18. Artificial Intelligence for Detection, Estimation, and Compensation of Malicious Attacks in Nonlinear Cyber-Physical Systems and Industrial IoT
    2019 208 citations Mohammad Sayad Haghighi, Alireza Jolfaei et al. IEEE Transactions on Industrial Informatics profile →
  19. Task Co-Offloading for D2D-Assisted Mobile Edge Computing in Industrial Internet of Things
    2022 193 citations Zhu Xiao, Mamoun Alazab et al. IEEE Transactions on Industrial Informatics profile →
  20. Federated Learning for Cybersecurity: Concepts, Challenges, and Future Directions
    2021 189 citations Mamoun Alazab, M. Parimala et al. IEEE Transactions on Industrial Informatics profile →
  21. Federated learning enabled digital twins for smart cities: Concepts, recent advances, and future directions
    2022 175 citations Swarna Priya Ramu, Quoc‐Viet Pham et al. profile →
  22. Hand gesture classification using a novel CNN-crow search algorithm
    2021 143 citations Thippa Reddy Gadekallu, Mamoun Alazab et al. profile →
  23. Energy efficient fault tolerance techniques in green cloud computing: A systematic survey and taxonomy
    2022 136 citations Mamoun Alazab, Rutvij H. Jhaveri et al. profile →
  24. Recurrent deep learning-based feature fusion ensemble meta-classifier approach for intelligent network intrusion detection system
    2022 126 citations Mamoun Alazab et al. profile →
  25. Vision Transformers, Ensemble Model, and Transfer Learning Leveraging Explainable AI for Brain Tumor Detection and Classification
    2023 122 citations Amitabha Chakrabarty, Thippa Reddy Gadekallu et al. IEEE Journal of Biomedical and Health Informatics profile →
  26. A Survey of Explainable Artificial Intelligence for Smart Cities
    2023 94 citations Abdul Rehman Javed, Praveen Kumar Reddy Maddikunta et al. Electronics profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Mamoun Alazab Australia 72 8.7k 7.3k 5.8k 4.4k 2.7k 312 18.4k
Brij B. Gupta India 75 7.7k 0.9× 7.0k 1.0× 7.2k 1.2× 4.0k 0.9× 2.1k 0.8× 646 20.3k
Gautam Srivastava Canada 61 5.8k 0.7× 7.2k 1.0× 5.5k 0.9× 1.6k 0.4× 2.5k 0.9× 616 17.9k
Shui Yu Australia 69 9.0k 1.0× 7.7k 1.1× 4.5k 0.8× 2.1k 0.5× 3.8k 1.4× 791 19.6k
Laurence T. Yang Canada 79 11.2k 1.3× 6.6k 0.9× 6.1k 1.0× 1.7k 0.4× 5.2k 1.9× 888 23.7k
Thippa Reddy Gadekallu India 69 5.1k 0.6× 5.6k 0.8× 3.9k 0.7× 1.5k 0.3× 2.5k 0.9× 363 16.9k
Arun Kumar Sangaiah India 77 6.9k 0.8× 4.9k 0.7× 4.2k 0.7× 1.5k 0.3× 3.2k 1.2× 483 18.3k
Muhammad Khurram Khan Saudi Arabia 78 11.0k 1.3× 6.2k 0.9× 10.2k 1.8× 3.2k 0.7× 4.5k 1.7× 707 22.1k
Xiaojiang Du United States 71 11.0k 1.3× 7.0k 1.0× 7.1k 1.2× 2.8k 0.6× 5.0k 1.8× 628 19.8k
Muhammad Imran Saudi Arabia 65 7.8k 0.9× 3.7k 0.5× 4.1k 0.7× 1.2k 0.3× 4.0k 1.5× 366 16.7k
Ajith Abraham United States 77 5.5k 0.6× 11.3k 1.6× 3.4k 0.6× 2.0k 0.4× 2.9k 1.1× 947 25.7k

Countries citing papers authored by Mamoun Alazab

Since Specialization
Citations

This map shows the geographic impact of Mamoun Alazab's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Mamoun Alazab with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Mamoun Alazab more than expected).

Fields of papers citing papers by Mamoun Alazab

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Mamoun Alazab. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Mamoun Alazab. The network helps show where Mamoun Alazab may publish in the future.

Co-authorship network of co-authors of Mamoun Alazab

This figure shows the co-authorship network connecting the top 25 collaborators of Mamoun Alazab. A scholar is included among the top collaborators of Mamoun Alazab based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Mamoun Alazab. Mamoun Alazab is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Alazab, Mamoun, et al.. (2023). Federated Learning in Industrial IoT: A Privacy-Preserving Solution That Enables Sharing of Data in Hydrocarbon Explorations. IEEE Transactions on Industrial Informatics. 20(3). 4337–4346. 9 indexed citations
2.
Chengoden, Rajeswari, Nancy Victor, Thien Huynh‐The, et al.. (2023). Metaverse for Healthcare: A Survey on Potential Applications, Challenges and Future Directions. IEEE Access. 11. 12765–12795. 240 indexed citations breakdown →
3.
Chakrabarty, Amitabha, et al.. (2023). Vision Transformers, Ensemble Model, and Transfer Learning Leveraging Explainable AI for Brain Tumor Detection and Classification. IEEE Journal of Biomedical and Health Informatics. 28(3). 1261–1272. 122 indexed citations breakdown →
4.
Alazab, Mamoun, Latif U. Khan, Srinivas Koppu, et al.. (2022). Digital Twins for Healthcare 4.0—Recent Advances, Architecture, and Open Challenges. IEEE Consumer Electronics Magazine. 12(6). 29–37. 84 indexed citations
5.
Saleem, Kiran, et al.. (2022). Situation-Aware BDI Reasoning to Detect Early Symptoms of Covid 19 Using Smartwatch. IEEE Sensors Journal. 23(2). 898–905. 32 indexed citations
6.
Alnoor, Alhamzah, A. A. Zaidan, Sarah Qahtan, et al.. (2022). Toward a Sustainable Transportation Industry: Oil Company Benchmarking Based on the Extension of Linear Diophantine Fuzzy Rough Sets and Multicriteria Decision-Making Methods. IEEE Transactions on Fuzzy Systems. 31(2). 449–459. 46 indexed citations
7.
Agrawal, Shaashwat, Sagnik Sarkar, Ons Aouedi, et al.. (2022). Federated Learning for intrusion detection system: Concepts, challenges and future directions. Computer Communications. 195. 346–361. 223 indexed citations breakdown →
8.
Gadekallu, Thippa Reddy, et al.. (2022). Driver Identification Using Optimized Deep Learning Model in Smart Transportation. ACM Transactions on Internet Technology. 22(4). 1–17. 29 indexed citations
9.
Singh, Arshdeep, Gulshan Kumar, Rahul Saha, et al.. (2022). A survey and taxonomy of consensus protocols for blockchains. Journal of Systems Architecture. 127. 102503–102503. 41 indexed citations
10.
Lian, Zhuotao, et al.. (2022). DEEP-FEL: Decentralized, Efficient and Privacy-Enhanced Federated Edge Learning for Healthcare Cyber Physical Systems. IEEE Transactions on Network Science and Engineering. 9(5). 3558–3569. 64 indexed citations
11.
Ryalat, Mohammad Hashem, et al.. (2022). A hybrid convolutional neural network model for detection of diabetic retinopathy. International Journal of Computer Applications in Technology. 70(3/4). 179–179. 4 indexed citations
12.
Han, Zhaoyang, Yaoqi Yang, Weizheng Wang, et al.. (2022). RSSI Map-Based Trajectory Design for UGV Against Malicious Radio Source: A Reinforcement Learning Approach. IEEE Transactions on Intelligent Transportation Systems. 24(4). 4641–4650. 25 indexed citations
13.
Agrawal, Shaashwat, Sagnik Sarkar, Mamoun Alazab, et al.. (2021). Genetic CFL: Hyperparameter Optimization in Clustered Federated Learning. Computational Intelligence and Neuroscience. 2021(1). 7156420–7156420. 46 indexed citations
14.
Xiao, Zhu, et al.. (2021). Trajectory Data Acquisition via Private Car Positioning Based on Tightly-coupled GPS/OBD Integration in Urban Environments. IEEE Transactions on Intelligent Transportation Systems. 23(7). 9680–9691. 25 indexed citations
15.
Gadekallu, Thippa Reddy, Dharmendra Singh Rajput, Praveen Kumar Reddy Maddikunta, et al.. (2020). A novel PCA–whale optimization-based deep neural network model for classification of tomato plant diseases using GPU. Journal of Real-Time Image Processing. 18(4). 1383–1396. 225 indexed citations breakdown →
16.
Bhattacharya, Sweta, Praveen Kumar Reddy Maddikunta, Rajesh Kaluri, et al.. (2020). A Novel PCA-Firefly Based XGBoost Classification Model for Intrusion Detection in Networks Using GPU. Electronics. 9(2). 219–219. 252 indexed citations breakdown →
17.
Kim, Tai-hoon, Gulshan Kumar, Rahul Saha, et al.. (2020). CASCF: Certificateless Aggregated SignCryption Framework for Internet-of-Things Infrastructure. IEEE Access. 8. 94748–94756. 26 indexed citations
18.
Asghar, Muhammad Zubair, Fazli Subhan, Wazir Zada Khan, et al.. (2020). Senti‐eSystem: A sentiment‐based eSystem‐using hybridized fuzzy and deep neural network for measuring customer satisfaction. Software Practice and Experience. 51(3). 571–594. 52 indexed citations
19.
Alazab, Mamoun, Sitalakshmi Venkatraman, Paul Watters, & Moutaz Alazab. (2011). Zero-day malware detection based on supervised learning algorithms of API call signatures. FedUni ResearchOnline (Federation University Australia). 171–182. 118 indexed citations
20.
Alazab, Mamoun. (2009). Modeling and characterization of a 5.2 GHz VCO for wireless communications. 1–7. 1 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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