Toward software-defined networking-based IoT frameworks: A systematic literature review, taxonomy, open challenges and prospects
Internet of Things (IoT) is characterized as one of the leading actors for the next evolutionary
stage in the computing world. IoT-based applications have already produced a plethora of …
stage in the computing world. IoT-based applications have already produced a plethora of …
A systematic review on Deep Learning approaches for IoT security
The constant spread of smart devices in many aspects of our daily life goes hand in hand
with the ever-increasing demand for appropriate mechanisms to ensure they are resistant …
with the ever-increasing demand for appropriate mechanisms to ensure they are resistant …
Design and development of a deep learning-based model for anomaly detection in IoT networks
I Ullah, QH Mahmoud - IEEE Access, 2021 - ieeexplore.ieee.org
The growing development of IoT (Internet of Things) devices creates a large attack surface
for cybercriminals to conduct potentially more destructive cyberattacks; as a result, the …
for cybercriminals to conduct potentially more destructive cyberattacks; as a result, the …
[HTML][HTML] Towards a machine learning-based framework for DDOS attack detection in software-defined IoT (SD-IoT) networks
Abstract The Internet of Things (IoT) is a complex and diverse network consisting of resource-
constrained sensors/devices/things that are vulnerable to various security threats …
constrained sensors/devices/things that are vulnerable to various security threats …
Machine learning enabled techniques for protecting wireless sensor networks by estimating attack prevalence and device deployment strategy for 5G networks
P Kumar, A Baliyan, KR Prasad… - Wireless …, 2022 - Wiley Online Library
A number of disadvantages of traditional networks may be attributed to the close relationship
that exists between the control plane and the data plane inside proprietary hardware …
that exists between the control plane and the data plane inside proprietary hardware …
Detection of DDoS attacks with feed forward based deep neural network model
As a result of the increase in the services provided over the internet, it is seen that the
network infrastructure is more exposed to cyber attacks. The most widely used of these …
network infrastructure is more exposed to cyber attacks. The most widely used of these …
A novel two-stage deep learning model for network intrusion detection: LSTM-AE
Machine learning and deep learning techniques are widely used to evaluate intrusion
detection systems (IDS) capable of rapidly and automatically recognizing and classifying …
detection systems (IDS) capable of rapidly and automatically recognizing and classifying …
The DDoS attacks detection through machine learning and statistical methods in SDN
A Banitalebi Dehkordi, MR Soltanaghaei… - The Journal of …, 2021 - Springer
The distributed denial-of-service (DDoS) attack is a security challenge for the software-
defined network (SDN). The different limitations of the existing DDoS detection methods …
defined network (SDN). The different limitations of the existing DDoS detection methods …
DIDDOS: An approach for detection and identification of Distributed Denial of Service (DDoS) cyberattacks using Gated Recurrent Units (GRU)
S Ur Rehman, M Khaliq, SI Imtiaz, A Rasool… - Future Generation …, 2021 - Elsevier
Abstract Distributed Denial of Service (DDoS) attacks can put the communication networks
in instability by throwing malicious traffic and requests in bulk over the network. Computer …
in instability by throwing malicious traffic and requests in bulk over the network. Computer …
Realizing an efficient IoMT-assisted patient diet recommendation system through machine learning model
C Iwendi, S Khan, JH Anajemba, AK Bashir… - IEEE access, 2020 - ieeexplore.ieee.org
Recent studies have shown that robust diets recommended to patients by Dietician or an
Artificial Intelligent automated medical diet based cloud system can increase longevity …
Artificial Intelligent automated medical diet based cloud system can increase longevity …