Machine learning approaches for combating distributed denial of service attacks in modern networking environments

A Aljuhani - IEEE Access, 2021 - ieeexplore.ieee.org
A distributed denial of service (DDoS) attack represents a major threat to service providers.
More specifically, a DDoS attack aims to disrupt and deny services to legitimate users by …

Advanced support vector machine‐(ASVM‐) based detection for distributed denial of service (DDoS) attack on software defined networking (SDN)

M Myint Oo, S Kamolphiwong… - Journal of Computer …, 2019 - Wiley Online Library
Software Defined Networking (SDN) has many advantages over a traditional network. The
great advantage of SDN is that the network control is physically separated from forwarding …

Multi-layered intrusion detection and prevention in the SDN/NFV enabled cloud of 5G networks using AI-based defense mechanisms

IH Abdulqadder, S Zhou, D Zou, IT Aziz, SMA Akber - Computer Networks, 2020 - Elsevier
Software defined networking (SDN), network function virtualization (NFV), and cloud
computing are receiving significant attention in 5G networks. However, this attention creates …

Q-MIND: Defeating stealthy DoS attacks in SDN with a machine-learning based defense framework

TV Phan, TMR Gias, ST Islam, TT Huong… - 2019 IEEE Global …, 2019 - ieeexplore.ieee.org
Software Defined Networking (SDN) enables flexible and scalable network control and
management. However, it also introduces new vulnerabilities that can be exploited by …

Software defined network-based HTTP flooding attack defender

R Mohammadi, C Lal, M Conti, L Sharma - Computers and Electrical …, 2022 - Elsevier
In recent years, the explosive growth of the Internet has led to an increment in the number of
Distributed Denial of Service (DDoS) attacks. HTTP Flooding is a critical DDoS attack that …

Software-defined network (SDN) architecture and security considerations for 5G communications

D Prabakaran, SM Nizar, KS Kumar - Design methodologies and …, 2021 - igi-global.com
The fifth generation (5G) communication technology is a standard for the broadband
communication applicable for mobile communications. The entire network for any …

Detection and Mitigation of Low and Slow DDoS attack in an SDN environment

ANHD Sai, BH Tilak, NS Sanjith… - 2022 International …, 2022 - ieeexplore.ieee.org
Distributed Denial of Service (DDoS) attacks aim to make a server unresponsive by flooding
the target server with a large volume of packets (Volume based DDoS attacks), by keeping …

[PDF][PDF] Security in high-bandwidth networks

T Lukaseder - 2020 - oparu.uni-ulm.de
Ever-increasing bandwidth in networks presents a challenge to security mechanisms as the
amount of traffic following Gilder's law) increases faster than the computational power …

Enhancing Network Security Mitigating DDoS Attacks with IPTables

ASE Putri, GA Pratama, AT Zy - Novice Research Exploration, 2024 - eksplorasi.org
Distributed Denial of Service (DDoS) attacks are a significant threat to network security,
affecting the availability, integrity, and confidentiality of online services. This study explores …

Analysis of DDoS Defense Mechanisms in a Simulated Network Environment

N Akbar, AJ Firdhausy, R Andiani… - Novice Research …, 2024 - eksplorasi.org
Distributed Denial of Service (DDoS) attacks are a significant threat to network security,
causing substantial financial and operational damage. As these attacks become more …