Distributed denial of service attack Detection in IoT networks using deep learning and feature fusion : A review

QR Code

Distributed denial of service attack Detection in IoT networks using deep learning and feature fusion : A review

The explosive growth of Internet of Things (IoT) devices has led to escalating threats from distributed denial of service (DDoS) attacks. Moreover, the scale and heterogeneity of IoT environments pose unique security challenges, and intelligent solutions tailored for the IoT are needed to defend cri...

Full description

Bibliographic Details
Main Authors:	Nuhu Ahmad, Abdul hafiz, Anis Farihan, Mat Raffei, Mohd Faizal, Ab Razak, Ahmad Syafadhli, Abu Bakar
Format:	Article
Language:	English
Published:	Mesopotamian Academic Press 2024
Subjects:	QA75 Electronic computers. Computer science QA76 Computer software T Technology (General) TA Engineering (General). Civil engineering (General)
Online Access:	http://umpir.ump.edu.my/id/eprint/41709/ http://umpir.ump.edu.my/id/eprint/41709/1/Distributed%20denial%20of%20service%20attack%20Detection%20in%20IoT%20networks.pdf

Similar Items

Distributed Denial of Service Attack Detection in IoT Networks using Deep Learning and Feature Fusion: A Review
by: Nuhu Ahmad, Abdulhafiz, et al.
Published: (2024)

Trends in IoT intrusion detection: A bibliometric analysis of deep learning approaches
by: Amir Muhammad Hafiz, Othman, et al.
Published: (2025)

An intelligence technique for denial of service (DoS) attack detection
by: Wan Nurulsafawati, Wan Manan, et al.
Published: (2018)

Internet of Things (IoT) Based Fire Alert Monitoring System for Car Parking
by: Anis Farihan, Mat Raffei, et al.
Published: (2020)

Securing the Calea architecture against denial of service attacks
by: Lim, Kong Hua
Published: (2011)

Utilizing first hop redundancy protocol to mitigate the effects of denial-of-service attack
by: Khong, Johnson
Published: (2018)

Data mining techniques for effective detection of distributed denial-of-service attacks
by: Lee, Yuen Hui
Published: (2024)

Roadmap for 4IR and IoT
by: Hwang, Ha Jin *
Published: (2017)

Smart Vertical Farming Using IoT
by: Rajermani, Thinakaran, et al.
Published: (2020)

Fusion iris and periocular recognitions in non-cooperative environment
by: Anis Farihan, Mat Raffei, et al.
Published: (2019)

Detection of distributed denial-of-service (DDoS) attack with hyperparameter tuning based on machine learning approach
by: Wan Nurulsafawati, Wan Manan, et al.
Published: (2023)

Detection Of Distributed Denial-Of-Service (Ddos) Attack With Hyperparameter Tuning Based On Machine Learning Approach
by: Choo, Yong Han
Published: (2023)

Machine learning and deep learning approaches for detecting DDoS attacks in cloud environments
by: Khan, Muhammad Asif, et al.
Published: (2025)

Real-time denial of service attack detection and mitigation on controller in software defined network environment / Bilal Ishfaq
by: Bilal , Ishfaq
Published: (2016)

An IoT based baby monitoring system
by: Hiew, Kuet Shang
Published: (2019)

Smart Lighting System for Library Using IoT Technology
by: Chitra, Batumalai, et al.
Published: (2019)

The Emergence of Internet of Things (IoT): Connecting Anything, Anywhere
by: Rahman, Md. Arafatur, et al.
Published: (2019)

Email spam classification based on deep learning methods: A review
by: Tusher, Ekramul Haque, et al.
Published: (2025)

Designing IoT based posture monitoring system
by: Ramalingam, Mritha, et al.
Published: (2021)

A survey and analysis of feature selection techniques in machine learning for IoT device classification within smart buildings
by: Waseem, Quadri, et al.
Published: (2025)

CPC357 – IoT Architecture and Smart Applications (Seni Bina dan Aplikasi Pintar IoT)
by: PPSKOM, Pusat Pengajian Sains Komputer
Published: (2023)

An Intelligence Technique For Denial Of Service (Dos) Attack Detection
by: Wan Nurul Safawati, Wan Manan, et al.
Published: (2017)

IoT Based Smart Greenhouse Monitoring System With Fuzzy Logic
by: Nur Ainin Sofiya, Abu Kasim
Published: (2023)

Nomadic people optimizer for IoT combinatorial testing problem
by: Alsewari, Abdul Rahman Ahmed
Published: (2021)

Blockchain technology for security issues and challenges in IoT
by: Kumar, Nallapaneni Manoj, et al.
Published: (2018)

Smart object detection using deep learning algorithm and jetson nano for blind people
by: Tan, Mei Yan, et al.
Published: (2021)

Exploring Machine Learning in IoT Smart Home Automation
by: Waseem, Quadri, et al.
Published: (2023)

Guest editorial: Special issue on integration of IoT with future Internet
by: Pathan, Al-Sakib Khan, et al.
Published: (2014)

Firefly combinatorial test list generator for IoT systems
by: Alsewari, Abdulrahman A., et al.
Published: (2018)

Firefly combinatorial test list generator for IoT systems
by: Alsewari, Abdulrahman A., et al.
Published: (2018)

An efficient IoT-based smart water meter system of smart city environment
by: Al-Madhrahi, R., et al.
Published: (2021)

Smartplug Home Automation System (SHAS) Using Internet Of Things (IoT)
by: Wan Muhammad Adam, Azmi
Published: (2023)

Smart Blind Stick With Emergency Button Using Internet Of Things (IoT)
by: Jamila Sahira, Junaiddi
Published: (2023)

Internet Of Things (IoT)-Based Smart Garden And Automatic Irrigation System
by: Mohamad Harith Aizat, Suhaili
Published: (2023)

IoT Enabled Intra-Vehicular Communication for Designing A Smart Car
by: Mohammad Hameez, Mat Zin, et al.
Published: (2016)

Parameter selection of the G-IoT-enabled model for a sustainable campus
by: Ajra, Husnul, et al.
Published: (2024)

IoT-based BIM integrated model for energy and water management in smart homes
by: Mervin Ealiyas, Mathews, et al.
Published: (2023)

Trust Evaluation Model in IoT Environment: A Comprehensive Survey
by: ABDULKARIM ALHANDI, SOMYA, et al.
Published: (2023)

Analysis on texture and colour based features of periocular for low resolution colour iris images
by: Anis Farihan, Mat Raffei, et al.
Published: (2018)

Study and Implementation of Internet of Things (IoT) Based Vehicle Safety Alert and Tracking System
by: Sarasvathi, Nahalingham, et al.
Published: (2018)