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 …

[PDF][PDF] Secure SIP protocol implementation in Asterisk-based VoIP networks

T Macron - 2024‏ - researchgate.net
In the rapidly evolving field of voice-over-IP (VoIP) communications, security remains a
significant concern, especially for enterprise-level telephony systems like Asterisk-based …

[PDF][PDF] AI-powered threat detection in VoIP networks: A case study on Asterisk

TK Adenekan - 2024‏ - researchgate.net
Abstract Voice over Internet Protocol (VoIP) networks have revolutionized modern
communication by providing cost-effective and scalable telephony solutions. However, the …

[PDF][PDF] Study on Auto Detecting Defence Mechanisms against Application Layer Ddos Attacks in SIP Server.

MM Alam, MY Arafat, F Ahmed - J. Networks, 2015‏ - academia.edu
Service (DDoS) is a powerful attack which prevents the system from providing services to its
legitimate users. Several approaches exist to filter network-level attacks, but application …

[PDF][PDF] A realistic approach and mitigation techniques for amplifying ddos attack on dns

MY Arafat, MM Alam, F Ahmed - Proc. 10th Global Eng., Sci …, 2015‏ - researchgate.net
Domain name system (DNS) amplification attacks extremely exploit open recursive DNS
servers generally for performing bandwidth consumption amplifying distributed denial of …

[PDF][PDF] Detecting flood-based attacks against SIP proxy servers and clients using engineered feature sets

H Asgharian, A Akbari, B Raahemi - International Journal of Information …, 2016‏ - ijict.itrc.ac.ir
S ession Initiation Protocol (S IP) is the main signaling protocol of the next generation
networks. The security issues of SIP-based entities (ie proxy servers and clients) have a …

[PDF][PDF] Performance of Network Security Issues in Open Source Servers Using iptables

MJ Alam, T Chowdhury, MH Ibrahim‏ - researchgate.net
In network system, there are several Open source servers such as DNS, Mail, FTP, Web and
SIP. To maintain a secure network environment every server administrator follows an …

[CITATION][C] ADVERSARIAL MACHINE LEARNING IN DDOS ATTACK SCENARIOS

O Lavia

[CITATION][C] REAL-TIME MITIGATION STRATEGIES LEVERAGING MACHINE LEARNING FOR DDOS ATTACKS

L Estella

[CITATION][C] COMPARATIVE ANALYSIS OF MACHINE LEARNING MODELS FOR DDOS DETECTION

E Badmus