Distributed denial of service attack prediction: Challenges, open issues and opportunities

AB de Neira, B Kantarci, M Nogueira - Computer Networks, 2023 - Elsevier
Abstract Distributed Denial of Service (DDoS) attack is one of the biggest cyber threats.
DDoS attacks have evolved in quantity and volume to evade detection and increase …

[HTML][HTML] A systematic literature review on machine learning and deep learning approaches for detecting DDoS attacks in software-defined networking

AA Bahashwan, M Anbar, S Manickam, TA Al-Amiedy… - Sensors, 2023 - mdpi.com
Software-defined networking (SDN) is a revolutionary innovation in network technology with
many desirable features, including flexibility and manageability. Despite those advantages …

A comprehensive survey on low-rate and high-rate DDoS defense approaches in SDN: taxonomy, research challenges, and opportunities

S Karnani, N Agrawal, R Kumar - Multimedia Tools and Applications, 2024 - Springer
Abstract Software Defined Networking (SDN) expands the networking capabilities using
abstraction, open-source protocols, energy efficiency, and programmable features for …

BACKORDERS: using random forests to detect DDoS attacks in programmable data planes

B Coelho, A Schaeffer-Filho - … of the 5th International Workshop on P4 in …, 2022 - dl.acm.org
Networks and the services they support form the communication backbone of our society,
and it is important that potential Distributed Denial of Service (DDoS) attacks are detected …

[HTML][HTML] A survey of DDoS attack detection techniques for IoT systems using Blockchain technology

ZA Khan, AS Namin - Electronics, 2022 - mdpi.com
The Internet of Things (IoT) is a network of sensors that helps collect data 24/7 without
human intervention. However, the network may suffer from problems such as the low battery …

Denial-of-service attack mitigation in multi-hop 5G D2D wireless communication networks employing double auction game

D Barik, J Sanyal, T Samanta - Journal of Network and Systems …, 2023 - Springer
Abstract The advent of Fifth-Generation (5G) networks has led to the enhancement of digital
connectivity throughout the world. Device-to-Device (D2D) or sidelink communication is an …

Investigation of application layer DDoS attacks in legacy and software-defined networks: A comprehensive review

S Kaur, AK Sandhu, A Bhandari - International Journal of Information …, 2023 - Springer
Rapid growth of network technologies necessitates the evolution and reconfiguration of
network policies. The rigid nature of legacy networks is a concern for service providers. This …

Feature modeling and dimensionality reduction to improve ML-based DDOS detection systems in SDN environment

MA Setitra, I Benkhaddra… - … on Wavelet Active …, 2022 - ieeexplore.ieee.org
Distributed Denial of Service (DDoS) attacks are one of the most significant challenges in
network security, especially in the Software-Defined Network (SDN) environment, due to the …

DoS/DDoS attacks in Software Defined Networks: Current situation, challenges and future directions

MA Setitra, M Fan, I Benkhaddra… - Computer …, 2024 - Elsevier
Abstract Software-Defined Network (SDN) is a perception of networking that separates the
network into different layers responsible for applications, control, and data, thus providing a …

SPARQ: SYN Protection using Acyclic Redundancy check and Quartile range on P4 switches

VA Shirsath, MM Chandane, C Lal, M Conti - Computer Communications, 2024 - Elsevier
Abstract Software-defined networking (SDN), enabled by high-performance programmable
switches, offers a new avenue to counter cyber attacks. Programmable switches offer the …