Optimized MLP-CNN model to enhance detecting DDoS attacks in SDN environment

MA Setitra, M Fan, BLY Agbley, ZEA Bensalem - Network, 2023 - mdpi.com
In the contemporary landscape, Distributed Denial of Service (DDoS) attacks have emerged
as an exceedingly pernicious threat, particularly in the context of network management …

Survey on Low-Rate DDoS Attacks, Detection and Defense

D Drinić, Z Čiča - 2024 23rd International Symposium INFOTEH …, 2024 - ieeexplore.ieee.org
Information technologies are already involved in all aspects of our everyday lives, thus, the
significance of cybersecurity is continuously rising. Given the popularity and rise of Software …

Enhancing Network Security in SDN: Detecting Low-Rate DDoS Attacks Using Decision Trees

H Alomin, A Gargouri… - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
The pervasive threat of Distributed Denial of Service (DDoS) attacks continues to challenge
network security, with the emergence of low-rate DDoS attacks introducing new complexi …

A Survey of Intrusion Detection Systems based Machine Learning Approaches Applied to Software-Defined Networks (SDN): Research Issues and Challenges

AHK Janabi, T Kanakis, M Johnson - 2023 - preprints.org
Cybersecurity has become a critical area in the digital field in recent years. The expansion of
networks has revolutionised the way network structures are organised and managed …

Detection of DDoS attacks in SDN with Siberian Tiger Optimization algorithm and deep learning

NHS Al-Sarray, J Rahebi, A Demirhan - 2024 - researchsquare.com
Abstract The Software-defined Networking (SDN) system plays a crucial role in efficiently
overseeing the Internet network by segregating the control and data planes. In the SDN, the …

Defending the core: a comprehensive analysis of DDoS attacks on DNS infrastructure and proactive defense strategies

A Salem, W Elmedany - 7th IET Smart Cities Symposium (SCS …, 2023 - ieeexplore.ieee.org
Distributed Denial of Service (DDoS) attacks, recognized as paramount cyber threats
globally, extensively target core network infrastructure, notably Domain Name Systems …