Stack Overflow Based Defense for IPv6 Router Advertisement Flooding (DoS) Attack

Goel, Jai Narayan; Mehtre, Babu M.

doi:10.1007/978-81-322-2529-4_31

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2017

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“…The primary difference between the two is that IPv6 uses 128 bit addresses, whereas IPv4 uses 32 bit ones. Furthermore, IPv6 ships with a new protocol called neighbor discovery protocol (NDP) that introduces new security vulnerabilities, which allow attackers to easily attack IPv6 networks [1,2]. The security community has built new tools and experimented with new IPv6 security methods to perform IPv6 network penetration testing; one of these tools is The Hackers' Choice, which is commonly called the THC-IPv6 toolkit [3].…”

Section: Introductionmentioning

confidence: 99%

A Machine Learning Approach to Detect Router Advertisement Flooding Attacks in Next-Generation IPv6 Networks

et al. 2017

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Background/Introduction RA flooding attack aims to exhaust all node resources, such as CPU and memory, attached to routers on the same link. A biologically-inspired machine learning based approach is proposed in this study to detect RA flooding attacks. Methods The proposed technique exploits information gain ratio (IGR) and Principal Component Analysis (PCA) for feature selection and a Support Vector Machine (SVM) based predictor model, which can also detect input traffic anomaly.

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Section: Introductionmentioning

confidence: 99%