J. Kamruzzaman

Most-cited papers

1. Survey of intrusion detection systems: techniques, datasets and challenges

   Ansam Khraisat, I. Gondal, Peter Vamplew, J. Kamruzzaman

   2019Cybersecurity1,837 citations Open access

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2. A novel Ensemble of Hybrid Intrusion Detection System for Detecting Internet of Things Attacks

   Ansam Khraisat, I. Gondal, Peter Vamplew, J. Kamruzzaman +1 more

   2019Electronics218 citations Open access

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3. Task offloading strategies for mobile edge computing: A survey

   Shi Dong, Jun Tang, Khushnood Abbas, Ruizhe Hou +3 more

   2024Comput. Networks181 citations

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4. Applications of Machine Learning and Deep Learning in Antenna Design, Optimization, and Selection: A Review

   Nayan Sarker, Prajoy Podder, M. Mondal, S. S. Shafin +1 more

   2023IEEE Access170 citations Open access

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5. Blockchain technology and application: an overview

   Shi Dong, Khushnood Abbas, Mei Li, J. Kamruzzaman

   2023PeerJ Computer Science169 citations Open access

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6. Hybrid Intrusion Detection System Based on the Stacking Ensemble of C5 Decision Tree Classifier and One Class Support Vector Machine

   Ansam Khraisat, I. Gondal, Peter Vamplew, J. Kamruzzaman +1 more

   2020Electronics165 citations Open access

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7. Cyberattacks Detection in IoT-Based Smart City Applications Using Machine Learning Techniques

   M. Rashid, J. Kamruzzaman, M. M. Hassan, Tasadduq Imam +1 more

   2020International Journal of Environmental Research and Public Health157 citations Open access

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8. A tree-based stacking ensemble technique with feature selection for network intrusion detection

   M. Rashid, J. Kamruzzaman, Tasadduq Imam, Santoso Wibowo +1 more

   2022Applied intelligence (Boston)156 citations Open access

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9. Attacks on Self-Driving Cars and Their Countermeasures: A Survey

   Abdullahi Chowdhury, G. Karmakar, J. Kamruzzaman, A. Jolfaei +1 more

   2020IEEE Access133 citations Open access

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10. Quantum Particle Swarm Optimization for Task Offloading in Mobile Edge Computing

    Shi Dong, Yuan-Jun Xia, J. Kamruzzaman

    2023IEEE Transactions on Industrial Informatics100 citations

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11. A machine learning approach for prediction of pregnancy outcome following IVF treatment

    M. R. Hassan, S. Al-Insaif, Muhammad Imtiaz Hossain, J. Kamruzzaman

    2018Neural computing & applications (Print)99 citations

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12. Low-Power Wide-Area Networks: Design Goals, Architecture, Suitability to Use Cases and Research Challenges

    B. Buurman, J. Kamruzzaman, G. Karmakar, S. Islam

    2020IEEE Access98 citations Open access

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13. Adversarial training for deep learning-based cyberattack detection in IoT-based smart city applications

    Md. Mamunur Rashid, J. Kamruzzaman, M. M. Hassan, Tasadduq Imam +3 more

    2022Computers & security60 citations Open access

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14. Assessing Trust Level of a Driverless Car Using Deep Learning

    G. Karmakar, Abdullahi Chowdhury, Rajkumar Das, J. Kamruzzaman +1 more

    2021IEEE transactions on intelligent transportation systems (Print)56 citations

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15. Trustworthiness of Self-Driving Vehicles for Intelligent Transportation Systems in Industry Applications

    Abdullahi Chowdhury, G. Karmakar, J. Kamruzzaman, S. Islam

    2021IEEE Transactions on Industrial Informatics54 citations

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16. Robust Malware Defense in Industrial IoT Applications Using Machine Learning With Selective Adversarial Samples

    Mahbub E. Khoda, Tasadduq Imam, J. Kamruzzaman, I. Gondal +1 more

    2020IEEE transactions on industry applications51 citations Open access

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17. A Smart Priority-Based Traffic Control System for Emergency Vehicles

    G. Karmakar, Abdullahi Chowdhury, J. Kamruzzaman, I. Gondal

    2021IEEE Sensors Journal46 citations Open access

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18. Vulnerability Modelling for Hybrid Industrial Control System Networks

    Attiq Ur-Rehman, I. Gondal, J. Kamruzzaman, A. Jolfaei

    2020Journal of Grid Computing36 citations

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19. Green Underwater Wireless Communications Using Hybrid Optical-Acoustic Technologies

    Kazi Yasin Islam, Iftekhar Ahmad, D. Habibi, M. Zahed +1 more

    2021IEEE Access35 citations Open access

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20. Large Language Models and Sentiment Analysis in Financial Markets: A Review, Datasets, and Case Study

    Chenghao Liu, A. Arulappan, R. Naha, Aniket Mahanti +2 more

    2024IEEE Access34 citations Open access

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21. A Robust Forgery Detection Method for Copy–Move and Splicing Attacks in Images

    Mohammad Manzurul Islam, G. Karmakar, J. Kamruzzaman, Manzur Murshed

    2020Electronics33 citations Open access

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22. Dependable large scale behavioral patterns mining from sensor data using Hadoop platform

    M. Rashid, I. Gondal, J. Kamruzzaman

    2017Information Sciences30 citations

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23. IoT Sensor Numerical Data Trust Model Using Temporal Correlation

    G. Karmakar, Rajkumar Das, J. Kamruzzaman

    2020IEEE Internet of Things Journal29 citations

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24. Secure Electric Vehicle Charging Infrastructure in Smart Cities: A Blockchain-Based Smart Contract Approach

    Abdullahi Chowdhury, S. S. Shafin, Saleh Masum, J. Kamruzzaman +1 more

    2025Smart Cities26 citations Open access

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25. Malware detection in edge devices with fuzzy oversampling and dynamic class weighting

    Mahbub E. Khoda, J. Kamruzzaman, I. Gondal, Tasadduq Imam +1 more

    2021Applied Soft Computing26 citations Open access

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26. Cancer Classification Utilizing Voting Classifier with Ensemble Feature Selection Method and Transcriptomic Data

    Rabea Khatun, Maksuda Akter, Md. Manowarul Islam, Md. Ashraf Uddin +7 more

    2023Genes24 citations Open access

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27. A survey on context awareness in big data analytics for business applications

    L. Dinh, G. Karmakar, J. Kamruzzaman

    2020Knowledge and Information Systems23 citations Open access

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28. Acoustic sensor networks in the Internet of Things applications

    J. Kamruzzaman, Guo-Jun Wang, G. Karmakar, Iftekhar Ahmad +1 more

    2018Future generations computer systems21 citations

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29. The Co-Evolution of Cloud and IoT Applications

    Abdullahi Chowdhury, G. Karmakar, J. Kamruzzaman

    2019Advances in Wireless Technologies and Telecommunication20 citations

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30. A Temporal Deep Q Learning for Optimal Load Balancing in Software-Defined Networks

    Aakanksha Sharma, V. Balasubramanian, J. Kamruzzaman

    2024Italian National Conference on Sensors19 citations Open access

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31. Survey of Recent Cyber Security Attacks on Robotic Systems and Their Mitigation Approaches

    Abdullahi Chowdhury, G. Karmakar, J. Kamruzzaman

    2017Cyber Law, Privacy, and Security19 citations

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32. Deep Learning and Federated Learning for Screening COVID-19: A Review

    M. Mondal, Subrato Bharati, Prajoy Podder, J. Kamruzzaman

    2023BioMedInformatics17 citations Open access

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33. The Path to Defence: A Roadmap to Characterising Data Poisoning Attacks on Victim Models

    Tarek Chaalan, Shaoning Pang, J. Kamruzzaman, I. Gondal +1 more

    2023ACM Computing Surveys16 citations Open access

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34. False Data Detection in a Clustered Smart Grid Using Unscented Kalman Filter

    Muhammad Rashed, J. Kamruzzaman, I. Gondal, Syed Islam

    2022IEEE Access16 citations Open access

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35. Opinion Formation in Online Social Networks: Exploiting Predisposition, Interaction, and Credibility

    Rajkumar Das, J. Kamruzzaman, G. Karmakar

    2019IEEE Transactions on Computational Social Systems16 citations

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36. Energy Conservation in Passive Optical Networks: A Tutorial and Survey

    S. H. Shah Newaz, E. Ahvar, M. Ahsan, J. Kamruzzaman +2 more

    2025IEEE Communications Surveys and Tutorials15 citations Open access

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37. Device Identification Method for Internet of Things Based on Spatial-Temporal Feature Residuals

    Shi Dong, Longhui Shu, Qinyu Xia, J. Kamruzzaman +2 more

    2024IEEE Transactions on Services Computing15 citations

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38. A Survey on Behavioral Pattern Mining From Sensor Data in Internet of Things

    M. Rashid, J. Kamruzzaman, M. M. Hassan, Sakib Shahriar Shafin +1 more

    2020IEEE Access15 citations Open access

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39. REER-H: A Reliable Energy Efficient Routing Protocol for Maritime Intelligent Transportation Systems

    N. Z. Zenia, M. Kaiser, Mufti Mahmud, Muhammad R. Ahmed +2 more

    2023IEEE transactions on intelligent transportation systems (Print)14 citations

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40. Remote reconfiguration of FPGA-based wireless sensor nodes for flexible Internet of Things☆

    S. M. Aziz, Dylan H. Hoskin, Duc-Minh Pham, J. Kamruzzaman

    2022Computers & electrical engineering14 citations Open access

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41. Measuring Trustworthiness of Smart Meters Leveraging Household Energy Consumption Profile

    Rajkumar Das, G. Karmakar, J. Kamruzzaman, Abdullahi Chowdhury

    2022IEEE Journal of Emerging and Selected Topics in Industrial Electronics13 citations

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42. RBFK cipher: a randomized butterfly architecture-based lightweight block cipher for IoT devices in the edge computing environment

    Sohel Rana, M. Mondal, J. Kamruzzaman

    2023Cybersecurity12 citations Open access

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43. A Novel Dynamic Software-Defined Networking Approach to Neutralize Traffic Burst

    Aakanksha Sharma, V. Balasubramanian, J. Kamruzzaman

    2023De Computis12 citations Open access

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44. Modelling majority and expert influences on opinion formation in online social networks

    Rajkumar Das, J. Kamruzzaman, G. Karmakar

    2018World wide web (Bussum)12 citations

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45. Weighted Rank Difference Ensemble: A New Form of Ensemble Feature Selection Method for Medical Datasets

    Arju Manara Begum, M. Mondal, Prajoy Podder, J. Kamruzzaman

    2024BioMedInformatics11 citations Open access

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46. Performance Enhancement of Intrusion detection System Using Bagging Ensemble Technique with Feature Selection

    M. Rashid, J. Kamruzzaman, Mohiuddin Ahmed, Nahina Islam +2 more

    20202020 IEEE Asia-Pacific Conference on Computer Science and Data Engineering (CSDE)11 citations Open access

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47. Detecting Splicing and Copy-Move Attacks in Color Images

    Mohammad Manzurul Islam, G. Karmakar, J. Kamruzzaman, Manzur Murshed +2 more

    2018International Conference on Digital Image Computing: Techniques and Applications11 citations Open access

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48. An Evidence Theoretic Approach for Traffic Signal Intrusion Detection

    Abdullahi Chowdhury, G. Karmakar, J. Kamruzzaman, Rajkumar Das +1 more

    2023Italian National Conference on Sensors10 citations Open access

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49. Decentralized content sharing in mobile ad-hoc networks: A survey

    Shahriar Kaisar, J. Kamruzzaman, G. Karmakar, Md. Mamunur Rashid

    2022Digit. Commun. Networks10 citations Open access

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50. Trusted Autonomous Vehicle: Measuring Trust using On-Board Unit Data

    Abdullahi Chowdhury, G. Karmakar, J. Kamruzzaman

    20192019 18th IEEE International Conference On Trust, Security And Privacy In Computing And Communications/13th IEEE International Conference On Big Data Science And Engineering (TrustCom/BigDataSE)10 citations

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