P4-HLDMC: A Novel Framework for DDoS and ARP Attack Detection and Mitigation in SD-IoT Networks Using Machine Learning, Stateful P4, and Distributed Multi-Controller Architecture
Author
Abstract
Suggested Citation
Download full text from publisher
References listed on IDEAS
- Tariq Ahamed Ahanger & Usman Tariq & Fadl Dahan & Shafique A. Chaudhry & Yasir Malik, 2023. "Securing IoT Devices Running PureOS from Ransomware Attacks: Leveraging Hybrid Machine Learning Techniques," Mathematics, MDPI, vol. 11(11), pages 1-24, May.
- Iyad Katib & Mahmoud Ragab, 2023. "Blockchain-Assisted Hybrid Harris Hawks Optimization Based Deep DDoS Attack Detection in the IoT Environment," Mathematics, MDPI, vol. 11(8), pages 1-16, April.
- Khalid Mohamed Hosny & Ameer El-Sayed Gouda & Ehab Rushdy Mohamed, 2020. "New Detection Mechanism for Distributed Denial of Service Attacks in Software Defined Networks," International Journal of Sociotechnology and Knowledge Development (IJSKD), IGI Global, vol. 12(2), pages 1-30, April.
- Xuejian Zhao & Huiying Su & Zhixin Sun, 2022. "An Intrusion Detection System Based on Genetic Algorithm for Software-Defined Networks," Mathematics, MDPI, vol. 10(21), pages 1-15, October.
- Harshit Shah & Dhruvil Shah & Nilesh Kumar Jadav & Rajesh Gupta & Sudeep Tanwar & Osama Alfarraj & Amr Tolba & Maria Simona Raboaca & Verdes Marina, 2023. "Deep Learning-Based Malicious Smart Contract and Intrusion Detection System for IoT Environment," Mathematics, MDPI, vol. 11(2), pages 1-22, January.
- Adel A. Ahmed & Sharaf J. Malebary & Waleed Ali & Ahmed A. Alzahrani, 2023. "A Provable Secure Cybersecurity Mechanism Based on Combination of Lightweight Cryptography and Authentication for Internet of Things," Mathematics, MDPI, vol. 11(1), pages 1-24, January.
- Chin-Shiuh Shieh & Thanh-Tuan Nguyen & Mong-Fong Horng, 2023. "Detection of Unknown DDoS Attack Using Convolutional Neural Networks Featuring Geometrical Metric," Mathematics, MDPI, vol. 11(9), pages 1-24, May.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Fatmah Y. Assiri & Mahmoud Ragab, 2023. "Optimal Deep-Learning-Based Cyberattack Detection in a Blockchain-Assisted IoT Environment," Mathematics, MDPI, vol. 11(19), pages 1-16, September.
- Tan Li & Che-Heng Fung & Him-Ting Wong & Tak-Lam Chan & Haibo Hu, 2023. "Functional Subspace Variational Autoencoder for Domain-Adaptive Fault Diagnosis," Mathematics, MDPI, vol. 11(13), pages 1-18, June.
- Harshwardhan Yadav & Param Shah & Neel Gandhi & Tarjni Vyas & Anuja Nair & Shivani Desai & Lata Gohil & Sudeep Tanwar & Ravi Sharma & Verdes Marina & Maria Simona Raboaca, 2023. "CNN and Bidirectional GRU-Based Heartbeat Sound Classification Architecture for Elderly People," Mathematics, MDPI, vol. 11(6), pages 1-25, March.
- Rayed AlGhamdi, 2023. "Design of Network Intrusion Detection System Using Lion Optimization-Based Feature Selection with Deep Learning Model," Mathematics, MDPI, vol. 11(22), pages 1-17, November.
- Dusmurod Kilichev & Wooseong Kim, 2023. "Hyperparameter Optimization for 1D-CNN-Based Network Intrusion Detection Using GA and PSO," Mathematics, MDPI, vol. 11(17), pages 1-31, August.
More about this item
Keywords
SD-IoT; DDoS detection; ARP detection; machine learning; stateful P4; multi-controller; traffic monitoring;All these keywords.
JEL classification:
- P4 - Political Economy and Comparative Economic Systems - - Other Economic Systems
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jmathe:v:11:y:2023:i:16:p:3552-:d:1219156. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.