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35 works

Work: A deep Reinforcement learning-based robust Intrusion Detection System for securing IoMT Healthcare Networks

  1. Long Short-Term Memory

    Sepp Hochreiter, Jürgen Schmidhuber

    Article199741 citations
    ABI

  2. Meta-IDS: Meta-Learning-Based Smart Intrusion Detection System for Internet of Medical Things (IoMT) Network

    Umer Zukaib, Xiaohui Cui, Chengliang Zheng +2

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  3. Enhancing the Internet of Medical Things (IoMT) Security with Meta-Learning: A Performance-Driven Approach for Ensemble Intrusion Detection Systems

    Mousa Alalhareth, Sungchul Hong

    Article20243 citations
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  4. An effective feature engineering for DNN using hybrid PCA-GWO for intrusion detection in IoMT architecture

    Swarna Priya R.M., Praveen Kumar Reddy Maddikunta, M. Parimala +4

    Article20202 citations
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  5. Toward Accurate Anomaly Detection in Industrial Internet of Things Using Hierarchical Federated Learning

    Xiaoding Wang, Sahil Garg, Hui Lin +4

    Article20212 citations
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  6. Modeling, Detecting, and Mitigating Threats Against Industrial Healthcare Systems: A Combined Software Defined Networking and Reinforcement Learning Approach

    Panagiotis Radoglou‐Grammatikis, Konstantinos Rompolos, Panagiotis Sarigiannidis +5

    Article20212 citations
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  7. An Intrusion Detection Mechanism for Secured IoMT Framework Based on Swarm-Neural Network

    Sudarshan Nandy, Mainak Adhikari, Mohammad Ayoub Khan +2

    Article20212 citations
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  8. An Anomaly-Based Intrusion Detection System for Internet of Medical Things Networks

    Georgios Zachos, Ismael Essop, Γεώργιος Μαντάς +3

    Article20212 citations
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  9. An <scp>IoT</scp> enabled smart healthcare system using deep reinforcement learning

    D. J. Jagannath, D. Raveena Judie Dolly, G. Shine Let +1

    Article20222 citations
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  10. Security and Privacy of Biomedical Data in IoMT

    Ashish Kumbhare, Piyush Kumar Thakur

    Chapter20222 citations
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  11. An Improved Mutual Information Feature Selection Technique for Intrusion Detection Systems in the Internet of Medical Things

    Mousa Alalhareth, Sungchul Hong

    Article20232 citations
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  12. Fed-Inforce-Fusion: A federated reinforcement-based fusion model for security and privacy protection of IoMT networks against cyber-attacks

    Izhar Ahmed Khan, Imran Razzak, Dechang Pi +4

    Article20232 citations
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  13. CICIoMT2024: A benchmark dataset for multi-protocol security assessment in IoMT

    Sajjad Dadkhah, Euclides Carlos Pinto Neto, Raphael Ferreira +3

    Article20242 citations
    ABI

  14. A comprehensive and systematic literature review on intrusion detection systems in the internet of medical things: current status, challenges, and opportunities

    Arezou Naghib, Farhad Soleimanian Gharehchopogh, Azadeh Zamanifar

    Article20252 citations
    ABI

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