Toward a Real‐Time TCP SYN Flood DDoS Mitigation Using Adaptive Neuro‐Fuzzy Classifier and SDN Assistance in Fog Computing

R Bensaid, N Labraoui, AA Abba Ari… - Security and …, 2024 - Wiley Online Library
The growth of the Internet of Things (IoT) has recently impacted our daily lives in many ways.
As a result, a massive volume of data are generated and need to be processed in a short …

FUPE: A security driven task scheduling approach for SDN-based IoT–Fog networks

S Javanmardi, M Shojafar, R Mohammadi… - Journal of information …, 2021 - Elsevier
Fog computing is a paradigm to overcome the cloud computing limitations which provides
low latency to the users' applications for the Internet of Things (IoT). Software-defined …

[HTML][HTML] A deep learning based intelligent framework to mitigate DDoS attack in fog environment

R Priyadarshini, RK Barik - Journal of King Saud University-Computer and …, 2022 - Elsevier
Fog computing (FC) is a contemporary computing paradigm that gives additional support to
cloud environment by carrying out some local data analysis in edge of the devices …

A deep reinforcement learning-based DDoS attack mitigation scheme for securing big data in fog-assisted cloud environment

S Janakiraman, M Deva Priya - Wireless Personal Communications, 2023 - Springer
Cloud computing is supported by Fog computing paradigm for achieving local data
investigation at edge devices by offering storage support, infrastructure, computing and …

DI‐ADS: A Deep Intelligent Distributed Denial of Service Attack Detection Scheme for Fog‐Based IoT Applications

SPK Gudla, SK Bhoi, SR Nayak… - … Problems in Engineering, 2022 - Wiley Online Library
Nowadays, fog computing plays a very vital role in providing many services to end‐based
IoT (Internet of Things) systems. The end IoT devices communicate with the middle layer fog …

Hybrid VGG19 and 2D-CNN for intrusion detection in the FOG-cloud environment

A Binbusayyis - Expert Systems with Applications, 2024 - Elsevier
Fog computing (FC) extends cloud technology by providing services, storage, and network
interaction between data centers and end devices. By putting storage and processing closer …

DDoS-FOCUS: A Distributed DoS Attacks Mitigation using Deep Learning Approach for a Secure IoT Network

M Al-Khafajiy, G Al-Tameemi… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
The fast growth of the Internet of Things devices and communication protocols poses equal
opportunities for lifestyle-boosting services and pools for cyber attacks. Usually, IoT network …

Secure framework for IoT applications using Deep Learning in fog Computing

A Chakraborty, M Kumar, N Chaurasia - Journal of Information Security and …, 2023 - Elsevier
An efficient offloading strategy provides a promising solution to latency-sensitive
applications in a cloud fog environment, but the fog computing environment is not fully …

Distributed denial of service attack detection for the Internet of Things using hybrid deep learning model

A Ahmim, F Maazouzi, M Ahmim, S Namane… - IEEE …, 2023 - ieeexplore.ieee.org
As a result of the widespread adoption of the Internet of Things, there are now hundreds of
millions of connected devices, increasing the likelihood that they may be vulnerable to …

MLP deep learning-based DDoS attack detection framework for fog computing

SPK Gudla, SK Bhoi - Advances in Distributed Computing and Machine …, 2022 - Springer
In this paper, a fog-based attack detection framework is proposed, where the DDoS attack is
detected using multilayer perceptron deep learning model (MLPDL). The framework consists …