ICMPv6-based DoS and DDoS attacks detection using machine learning techniques, open challenges, and blockchain applicability: A review

M Tayyab, B Belaton, M Anbar - IEEE Access, 2020 - ieeexplore.ieee.org
Although the launch of Internet Protocol version six (IPv6) addressed the issue of IPv4's
address depletion, but also mandated the use of Internet Control Message Protocol version …

A comprehensive deep learning benchmark for IoT IDS

R Ahmad, I Alsmadi, W Alhamdani, L Tawalbeh - Computers & Security, 2022 - Elsevier
The significance of an intrusion detection system (IDS) in networks security cannot be
overstated in detecting and responding to malicious attacks. Failure to detect large-scale …

A deep learning ensemble approach to detecting unknown network attacks

R Ahmad, I Alsmadi, W Alhamdani… - Journal of Information …, 2022 - Elsevier
The majority of the intrusion detection solutions proposed using machine learning and deep
learning approaches are based on known attack classes only. Comprehensive threat …

[HTML][HTML] Hybridizing flower pollination algorithm with particle swarm optimization for enhancing the performance of IPv6 intrusion detection system

AHB Aighuraibawi, S Manickam, ZAA Alyasseri… - Alexandria Engineering …, 2024 - Elsevier
Abstract Internet Protocol version 6 (IPv6) is the most recent iteration of IP, designed to
accommodate hundreds of thousands of devices with unique IP addresses. IPv6 introduces …

[PDF][PDF] Feature Selection for Detecting ICMPv6-Based DDoS Attacks Using Binary Flower Pollination Algorithm.

AHB Aighuraibawi, S Manickam, R Abdullah… - Comput. Syst. Sci …, 2023 - researchgate.net
Internet Protocol version 6 (IPv6) is the latest version of IP that goal to host 3.4× 1038 unique
IP addresses of devices in the network. IPv6 has introduced new features like Neighbour …

Labelled Dataset on Distributed Denial‐of‐Service (DDoS) Attacks Based on Internet Control Message Protocol Version 6 (ICMPv6)

S Manickam, AHB AIghuraibawi… - Wireless …, 2022 - Wiley Online Library
The most dangerous attack against IPv6 networks today is a distributed denial‐of‐service
(DDoS) attack using Internet Control Message Protocol version 6 (ICMPv6) messages. Many …

Deep learning approach for detecting router advertisement flooding-based DDoS attacks

AH Hasan, M Anbar, TA Alamiedy - Journal of Ambient Intelligence and …, 2023 - Springer
The proliferation of connected devices under the Internet of things makes the adoption of
Internet protocol version 6 (IPv6) is occurring faster and become more needed. It was …

Comparison of classification algorithms on ICMPv6-based DDoS attacks detection

OE Elejla, B Belaton, M Anbar, B Alabsi… - … Science and Technology …, 2019 - Springer
Computer networks are aimed to be secured from any potential attacks. Intrusion Detection
systems (IDS) are a popular software to detect any possible attacks. Among the mechanisms …

DADCNF: Diagnoser design for duplicate address detection threat using conjunctive Normal form

AD Seth, S Biswas, AK Dhar - Computer Networks, 2023 - Elsevier
Abstract Duplicate Address Detection is the protocol that confirms the uniqueness of an IPv6
host′ s identification when it joins a new network. DAD scheme is susceptible to neighbor …

Flow-based approach to detect abnormal behavior in neighbor discovery protocol (NDP)

AA Bahashwan, M Anbar, IH Hasbullah… - IEEE …, 2021 - ieeexplore.ieee.org
Internet Protocol version six (IPv6) is equipped with new protocols, such as the Neighbor
Discovery Protocol (NDP). NDP is a stateless protocol without authentication that makes it …