Mamoun Alazab

28.0k citations
312 papers · 18.4k indexed · 26 hit papers · h-index 72
Co-authors
Thippa Reddy GadekalluPraveen Kumar Reddy MaddikuntaSitalakshmi VenkatramanR. VinayakumarQuoc‐Viet PhamNeeraj KumarSweta BhattacharyaK. P. Soman
Topics
Network Security and Intrusion Detection (82 papers)Advanced Malware Detection Techniques (66 papers)Blockchain Technology Applications and Security (49 papers)
Cited by
Signal ProcessingComputer Networks and CommunicationsInformation Systems
Journals
SHILAP Revista de lepidopterologíaIEEE Communications Surveys & TutorialsIEEE Access
Partner nations
AustraliaIndiaChina

In The Last Decade

Mamoun Alazab

307 papers receiving 17.5k citations

Hit Papers

Deep Learning Approach for Intelligent Intrusion Detectio...2019202620212023201920202021202020192505007501000
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 Neeraj Kumar, 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, Thippa Reddy Gadekallu et al. 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, Seyedali Mirjalili et al. IEEE Transactions on Vehicular Technology 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 Mamoun Alazab, Thippa Reddy Gadekallu 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, Praveen Kumar Reddy Maddikunta et al. profile →
  15. Federated Learning for intrusion detection system: Concepts, challenges and future directions
    2022 223 citations Gokul Yenduri, Mamoun Alazab et al. 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 Mamoun Alazab, Thippa Reddy Gadekallu et al. profile →
  18. Artificial Intelligence for Detection, Estimation, and Compensation of Malicious Attacks in Nonlinear Cyber-Physical Systems and Industrial IoT
    2019 208 citations Faezeh Farivar, Mohammad Sayad Haghighi 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 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, Praveen Kumar Reddy Maddikunta 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 Quoc‐Viet Pham, Praveen Kumar Reddy Maddikunta 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 Thippa Reddy Gadekallu, Mamoun Alazab et al. profile →
  26. A Survey of Explainable Artificial Intelligence for Smart Cities
    2023 94 citations Sharnil Pandya, Praveen Kumar Reddy Maddikunta et al. Electronics profile →

Peers

Mamoun Alazab
Comparison fields: 5 of 193
  • Computer Networks and Communications 8.7k
  • Artificial Intelligence 7.3k
  • Information Systems 5.8k
  • Signal Processing 4.4k
  • Electrical and Electronic Engineering 2.7k
Replace Brij B. Gupta with:
Brij B. Gupta India
Yang Xiang Australia
Ajith Abraham United States
Arun Kumar Sangaiah India
Xiaojiang Du United States
Shui Yu Australia
Joel J. P. C. Rodrigues Portugal
Gautam Srivastava Canada
Houbing Song United States
Johannes Gehrke United States
Mamoun Alazab relative to Brij B. Gupta India Brij B. Gupta's profile →
Citations per field
00.5×1.5×
Brij B. Gupta · 1×
Citations per year

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
#WorkIndexed citations
1
Federated Learning in Industrial IoT: A Privacy-Preserving Solution That Enables Sharing of Data in Hydrocarbon Explorations
2023 ·IEEE Transactions on Industrial Informatics ·(unknown),(unknown),Mamoun Alazab,Wei Zhou,Mohammad Sayad Haghighi,Sheng Wen
9
2
Metaverse for Healthcare: A Survey on Potential Applications, Challenges and Future Directionsbreakdown →
2023 ·IEEE Access ·Rajeswari Chengoden,Nancy Victor,Thien Huynh‐The,Gokul Yenduri,Rutvij H. Jhaveri,Mamoun Alazab,Sweta Bhattacharya,Pawan Hegde,Praveen Kumar Reddy Maddikunta,Thippa Reddy Gadekallu
240
3
The 4th IR and AI Skills required for business, industry and daily life via Education
2022 ·Mamoun Alazab,(unknown),(unknown),(unknown),(unknown),(unknown),(unknown)
1
4
AFFIRM: Provably Forward Privacy for Searchable Encryption in Cooperative Intelligent Transportation System
2022 ·IEEE Transactions on Intelligent Transportation Systems ·Ke Wang,Chien‐Ming Chen,Mohammad Shojafar,(unknown),Mamoun Alazab,Saru Kumari
8
5
Evolution of Industry and Blockchain Era: Monitoring Price Hike and Corruption Using BIoT for Smart Government and Industry 4.0
2022 ·IEEE Transactions on Industrial Informatics ·Mohammad Kamrul Hasan,Md. Akhtaruzzaman,(unknown),Thippa Reddy Gadekallu,Shayla Islam,Pritheega Magalingam,Rosilah Hassan,Mamoun Alazab,Moutaz Alazab
50
6
Adversarial ELF Malware Detection Method Using Model Interpretation
2022 ·IEEE Transactions on Industrial Informatics ·(unknown),Weizhe Zhang,(unknown),Laurence T. Yang,Yang Liu,Mamoun Alazab
11
7
FL-PMI: Federated Learning-Based Person Movement Identification through Wearable Devices in Smart Healthcare Systems
2022 ·Sensors ·K. S. Arikumar,Sahaya Beni Prathiba,Mamoun Alazab,Thippa Reddy Gadekallu,Sharnil Pandya,Javed Masood Khan,(unknown)
102
8
Can Blockchain be Trusted in Industry 4.0? Study of a Novel Misleading Attack on Bitcoin
2022 ·IEEE Transactions on Industrial Informatics ·(unknown),Mohammad Sayad Haghighi,Mamoun Alazab
8
9
Big Data Resource Management & Networks: Taxonomy, Survey, and Future Directions
2021 ·IEEE Communications Surveys & Tutorials ·Feras M. Awaysheh,Mamoun Alazab,Sahil Garg,Dusit Niyato,Christos Verikoukis
47
10
Whale Optimization Algorithm With Applications to Resource Allocation in Wireless Networksbreakdown →
2020 ·IEEE Transactions on Vehicular Technology ·Quoc‐Viet Pham,Seyedali Mirjalili,Neeraj Kumar,Mamoun Alazab,Won‐Joo Hwang
249
11
Smart Secure Sensing for IoT-Based Agriculture: Blockchain Perspective
2020 ·IEEE Sensors Journal ·Anusha Vangala,Ashok Kumar Das,Neeraj Kumar,Mamoun Alazab
170
12
A Novel PCA-Firefly Based XGBoost Classification Model for Intrusion Detection in Networks Using GPUbreakdown →
2020 ·Electronics ·Sweta Bhattacharya,(unknown),Praveen Kumar Reddy Maddikunta,Rajesh Kaluri,Saurabh Singh,Thippa Reddy Gadekallu,Mamoun Alazab,Usman Tariq
252
13
A Systematic Review on Clone Node Detection in Static Wireless Sensor Networks
2020 ·IEEE Access ·(unknown),Fazli Subhan,Wazir Zada Khan,Saqib Hakak,(unknown),Thippa Reddy Gadekallu,Alireza Jolfaei,Mamoun Alazab
96
14
A Privacy Preserving Distributed Ledger Framework for Global Human Resource Record Management: The Blockchain Aspect
2020 ·IEEE Access ·Tai-hoon Kim,Gulshan Kumar,Rahul Saha,Mritunjay Kumar,William J. Buchanan,Reji Thomas,Mamoun Alazab
33
15
Source Code Authorship Attribution Using Hybrid Approach of Program Dependence Graph and Deep Learning Model
2019 ·IEEE Access ·Farhan Ullah,Junfeng Wang,Sohail Jabbar,Fadi Al‐Turjman,Mamoun Alazab
36
16
Artificial Intelligence for Detection, Estimation, and Compensation of Malicious Attacks in Nonlinear Cyber-Physical Systems and Industrial IoTbreakdown →
2019 ·IEEE Transactions on Industrial Informatics ·Faezeh Farivar,Mohammad Sayad Haghighi,Alireza Jolfaei,Mamoun Alazab
208
17
Securing smart vehicles from relay attacks using machine learning
2019 ·The Journal of Supercomputing ·Ahmad Usman,Hong Song,(unknown),Mamoun Alazab,Alireza Jolfaei
42
18
A Review of Performance, Energy and Privacy of Intrusion Detection\n Systems for IoT
2018 ·arXiv (Cornell University) ·Junaid Arshad,Muhammad Ajmal Azad,Khaled Salah,(unknown),Razi Iqbal,Mamoun Alazab
2
19
Spam and criminal activity
2016 ·Australian Institute of Criminology eBooks ·Mamoun Alazab,Roderic Broadhurst
31
20
Cybercrime : the case of obfuscated malware
2011 ·Deakin Research Online (Deakin University) ·Mamoun Alazab,Sitalakshmi Venkatraman,Paul Watters,Moutaz Alazab,Ammar Alazab
6

About Mamoun Alazab

Mamoun Alazab is a scholar working on Computer Networks and Communications, Signal Processing and Information Systems, having authored 312 papers that have together received 18.4k indexed citations. Recurring topics across this work include Network Security and Intrusion Detection (82 papers), Advanced Malware Detection Techniques (66 papers) and Blockchain Technology Applications and Security (49 papers). The work is most often cited by research in Signal Processing (4.4k citations), Computer Networks and Communications (8.7k citations) and Information Systems (5.8k citations). Mamoun Alazab has collaborated with scholars based in Australia, India and China. Frequent 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. Their work appears in journals such as SHILAP Revista de lepidopterología, IEEE Communications Surveys & Tutorials and IEEE Access.

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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