Enhancing Network Security in IoT Applications through DDoS Attack Detection Using ML
AM Salama, MAEA Mohamed… - Mansoura …, 2024 - mej.researchcommons.org
A significant issue that affects contemporary network infrastructures is the Distributed Denial
of Service (DDoS) attack, which presents serious dangers to organizations, people, and …
of Service (DDoS) attack, which presents serious dangers to organizations, people, and …
[PDF][PDF] IoT Network Environment based a Random Forest Model for DDOS Attack Detection
N Medasani, T Sambu - jcdronline.org
Abstract Software-Defined Networking (SDN) and Internet of Things (IoT) are the trends of
network evolution. SDN mainly focuses on the upper-level control and management of …
network evolution. SDN mainly focuses on the upper-level control and management of …
[PDF][PDF] A Deep Learning based approach for DDoS attack detection in IoT-enabled smart environments
UM Badamasi, S Khaliq, O Babalola… - … Journal of Computer …, 2020 - researchgate.net
This research contributes to enhance the security of smart environments such as Internet-of-
Things (IoT) network. IoT provides a big network to connect things around the world in …
Things (IoT) network. IoT provides a big network to connect things around the world in …
Effective Detection of DDoS Attack in IoT-Based Networks Using Machine Learning with Different Feature Selection Techniques
A Deep, M Sood - Proceedings of Data Analytics and Management …, 2023 - Springer
Due to its high impact at a low cost of implementation, the Internet of Things (IoT) is being
adopted at an exponential rate for a diverse range of applications based upon Industry 4.0 …
adopted at an exponential rate for a diverse range of applications based upon Industry 4.0 …
HCTDDA: Hybrid Classification Technique for Detection of DDoS Attacks
Today attackers are turning to mobile and Internet of Things (IoT) technologies to diversify
and strengthen DDoS Attacks. Many methods exist for detecting different types of DDoS …
and strengthen DDoS Attacks. Many methods exist for detecting different types of DDoS …
Secure SDN–IoT framework for DDoS attack detection using deep learning and counter based approach
The IoT network is unique due to heterogeneous IoT nodes and resource-constrained
devices; the approach for securing IoT networks needs to be different from the security …
devices; the approach for securing IoT networks needs to be different from the security …
Rule-Based DDOS Attack Detection Using Machine Learning for Internet of Things
D Stiawan, J Wahyudi, N Afifah, MY Idris… - Johan and Afifah, Nurul … - papers.ssrn.com
Network security is becoming prominent issues with the development of Internet of things
(IoT) technology. IoT provides connections among diverse categories of smart devices …
(IoT) technology. IoT provides connections among diverse categories of smart devices …
Machine Learning Based Practical and Efficient DDoS Attacks Detection System for IoT
K Wehbi - 2022 - search.proquest.com
Abstract The increasing Distributed Denial of Service (DDoS) attacks on the Internet of
Things (IoT) is leading to the need for an efficient detection system. Although much research …
Things (IoT) is leading to the need for an efficient detection system. Although much research …
Deep Learning based DDoS Attack Detection in Internet of Things: An Optimized CNN-BiLSTM Architecture with Transfer Learning and Regularization Techniques
I Jebril, M Premkumar… - Infocommunications …, 2024 - real.mtak.hu
In recent days, with the rapid advancement of technology in informatics systems, the Internet
of Things (IoT) becomes crucial in many aspects of daily life. IoT applications have gained …
of Things (IoT) becomes crucial in many aspects of daily life. IoT applications have gained …
An optimized neural network-based IDS against DDoS attacks
A Aouatif, B Omar, C Hakima - 2023 10th International …, 2023 - ieeexplore.ieee.org
As cyberattacks become increasingly sophisticated, the identification of harmful assaults like
Distributed Denial of Service (DDoS) poses a significant challenge. DDoS attacks have …
Distributed Denial of Service (DDoS) poses a significant challenge. DDoS attacks have …