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  1. 1
    Home intruder detection system using machine learning and IoT

    Home intruder detection system using machine learning and IoT by Sahlan, Fadhluddin, Feizal, Faeez Zimam, Mansor, Hafizah

    Published 2022
    “…The main objectives of HIDES are to create a reliable home security system with the implementation of IoT, to implement the object detection algorithm to determine the presence of humans, and to develop a smart mobile application for users to monitor their houses from anywhere in the world and be alerted if any threats are detected. …”
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  2. 2
    Preliminary analysis of malware detection in opcode sequences within IoT environment

    Preliminary analysis of malware detection in opcode sequences within IoT environment by Ahmed, Firas Shihab, Mustapha, Norwati, Mustapha, Aida, Kakavand, Mohsen, Mohd Foozy, Cik Feresa

    Published 2020
    “…This paper attempts to provide a preliminary analysis for malware detection within data generated by IoT-based devices and services in the form of operational codes (Opcode) sequences. …”
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  3. 3
    A study on obstacle detection for IoT based automated guided vehicle (AGV)

    A study on obstacle detection for IoT based automated guided vehicle (AGV) by Loh, Jit Hao, M. Nafis, O. Z.

    Published 2022
    “…Therefore, an IoT system is developed to allow a flexible wireless communication among mobile robots in an indoor industrial environment. …”
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  4. 4
    Detection of DDoS attacks in IoT networks using machine learning algorithms

    Detection of DDoS attacks in IoT networks using machine learning algorithms by Abdulrahman Alwan, Alwan Ahmed, Shah, Asadullah, Abdulrahman Alwan, Alwan Abdullah, Laghari, Shams Ul Arfeen

    Published 2025
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    Proceeding Paper
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  5. 5
    Systematic review of intrusion detection system based on machine learning techniques for internet of things

    Systematic review of intrusion detection system based on machine learning techniques for internet of things by Idris, Muhammad, Md Yasin, Sharifah, Audi, Giade Hamza

    Published 2023
    “…Machine learning (ML)-based intrusion detection systems (IDS) offer a promising approach to enhancing IoT security by analysing real-time data from IoT devices. …”
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  6. 6
    Two-factor authentication smart entryway using modified LBPH algorithm

    Two-factor authentication smart entryway using modified LBPH algorithm by Ayop, Zakiah, Othman, Nur Fadzilah, Anawar, Syarulnaziah, Wan Mohamad Rosdi, Wan Mohamad Hariz, Looi, Wei Hua

    Published 2024
    “…Many face detection models have been developed in smart entryways using IoT. …”
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  7. 7
    Hybrid ensemble learning techniques for intrusion detection systems in Internet of Things security

    Hybrid ensemble learning techniques for intrusion detection systems in Internet of Things security by Soni

    Published 2025
    “…Additionally, the diversity of IoT devices makes achieving reliable intrusion detection more difficult. …”
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    UMK Etheses
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  8. 8
    Human presence detection system

    Human presence detection system by Tai, Xi Yang

    Published 2024
    “…This paper presents the development and evaluation of an IoT-based human presence detection system leveraging microwave sensors. …”
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    Final Year Project / Dissertation / Thesis
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  9. 9
    Internet of Things (IoT) intrusion detection by Machine Learning (ML): a review

    Internet of Things (IoT) intrusion detection by Machine Learning (ML): a review by Dehkordi, Iman Farhadian, Manochehri, Kooroush, Aghazarian, Vahe

    Published 2023
    “…The goal of this study is to show the results of analyzing various classification algorithms in terms of confusion matrix, accuracy, precision, specificity, sensitivity, and f-score to Develop an Intrusion Detection System (IDS) model.…”
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  10. 10
    IoT – eye drowsiness detection system by using Intel Edison with GPS navigation

    IoT – eye drowsiness detection system by using Intel Edison with GPS navigation by Rohana, Abdul Karim, Auni Syahirah, Abu Bakar, Goh, Khai Shan, Gan, Lai Ta

    Published 2018
    “…Technology in digital computer system allows us to create a drowsiness detection sys-tem. Studies for drowsiness detector system has focused on development of computer vision algorithm and lack of Internet of Things (IoT) and notification system, either awake or sleep or might involve in accident, and current location. …”
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  11. 11
    IOT – eye drowsiness detection system by using intel edison with gps navigation

    IOT – eye drowsiness detection system by using intel edison with gps navigation by Auni Syahirah, Abu Bakar, Goh, Khai Shan, Gan, Lai Ta, Rohana, Abdul Karim

    Published 2019
    “…Technology in digital computer system allows us to create a drowsiness detection system. Studies for drowsiness detector system have focused on development of computer vision algorithm and lack of Internet of Things (IoT) and notification system, either awake or sleep or might involve in accident, and current location. …”
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  12. 12
    Towards lowering computational power in IoT systems: Clustering algorithm for high-dimensional data stream using entropy window reduction

    Towards lowering computational power in IoT systems: Clustering algorithm for high-dimensional data stream using entropy window reduction by Alkawsi G., Al-amri R., Baashar Y., Ghorashi S., Alabdulkreem E., Kiong Tiong S.

    Published 2024
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  13. 13
    Development of a fall detection system based on neural network featuring IoT-Technology

    Development of a fall detection system based on neural network featuring IoT-Technology by Nik Anwar, Nik Syahrim, Ng, Yong Jie, Ng, Wei Yu, Law, Cheng Quan

    Published 2021
    “…A backpropagation neural network algorithm has been developed to accurately distinguish falls from different postural transitions during activities of daily living (ADL). …”
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  14. 14
    Deep learning in distributed denial-ofservice attacks detection method for Internet of Things networks

    Deep learning in distributed denial-ofservice attacks detection method for Internet of Things networks by Mohammed Aswad, Firas, Saleh Ahmed,, Ali Mohammed, Ali Majeed Alhammadi, Nafea, Ahmad Khalaf, Bashar, A. Mostafa, Salama

    Published 2023
    “…Recently, many attempts have been made to develop intelligent models to protect IoT networks against DDoS attacks. …”
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  15. 15
    Deep learning in distributed denial-ofservice attacks detection method for Internet of Things networks

    Deep learning in distributed denial-ofservice attacks detection method for Internet of Things networks by Mohammed Aswad, Firas, Ahmed, Ali Mohammed Saleh, Majeed Alhammadi, Nafea Ali, Ahmad Khalaf, Bashar, A. Mostafa, Salama

    Published 2023
    “…Recently, many attempts have been made to develop intelligent models to protect IoT networks against DDoS attacks. …”
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  16. 16
    Deep learning in distributed denial-ofservice attacks detection method for Internet of Things networks

    Deep learning in distributed denial-ofservice attacks detection method for Internet of Things networks by Mohammed Aswad, Firas, Saleh Ahmed, Ali Mohammed, Ali Majeed Alhammadi, Nafea, Ahmad Khalaf, Bashar, A. Mostafa, Salama

    Published 2023
    “…Recently, many attempts have been made to develop intelligent models to protect IoT networks against DDoS attacks. …”
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  17. 17
    Iot health monitoring system for self quarantined covid-19 patients

    Iot health monitoring system for self quarantined covid-19 patients by Vikneswaran, Balakrishnan

    Published 2022
    “…Then develop an IoT system to notify guardian or doctor on emergency situation. …”
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    Undergraduates Project Papers
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  18. 18
    Deep learning in distributed denial-ofservice attacks detection method for Internet of Things networks

    Deep learning in distributed denial-ofservice attacks detection method for Internet of Things networks by Firas Mohammed Aswad, Firas Mohammed Aswad, Ali Mohammed Saleh Ahmed, Ali Mohammed Saleh Ahmed, Nafea Ali Majeed Alhammadi, Nafea Ali Majeed Alhammadi, Bashar Ahmad Khalaf, Bashar Ahmad Khalaf, Salama A. Mostafa, Salama A. Mostafa

    Published 2023
    “…Recently, many attempts have been made to develop intelligent models to protect IoT networks against DDoS attacks. …”
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  19. 19
    Deep learning in distributed denial-ofservice attacks detection method for Internet of Things networks

    Deep learning in distributed denial-ofservice attacks detection method for Internet of Things networks by Mohammed Aswad, Firas, Ahmed, Ali Mohammed Saleh, Ali Majeed Alhammadi, Nafea, Bashar Ahmad Khalaf, Bashar Ahmad Khalaf, Salama A. Mostafa, Salama A. Mostafa

    Published 2023
    “…Recently, many attempts have been made to develop intelligent models to protect IoT networks against DDoS attacks. …”
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  20. 20
    Deep learning in distributed denial-ofservice attacks detection method for Internet of Things networks

    Deep learning in distributed denial-ofservice attacks detection method for Internet of Things networks by Firas Mohammed Aswad, Firas Mohammed Aswad, Ali Mohammed Saleh Ahmed, Ali Mohammed Saleh Ahmed, Nafea Ali Majeed Alhammadi, Nafea Ali Majeed Alhammadi, Bashar Ahmad Khalaf, Bashar Ahmad Khalaf, Salama A. Mostafa, Salama A. Mostafa

    Published 2023
    “…Recently, many attempts have been made to develop intelligent models to protect IoT networks against DDoS attacks. …”
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