Protection of an Intrusion Detection Engine with Watermarking in Ad Hoc Networks
Artikel i vetenskaplig tidskrift, 2010
In this paper we present an intrusion detection engine
comprised of two main elements; firstly, a neural network
for the actual detection task and secondly watermarking techniques for protecting the related information that
must be exchanged between nodes. In particular, we exploit information visualization and machine learning techniques in order to achieve efficient and effective intrusion
detection. In order to avoid possible modification or alteration of the maps produced by the intrusion detection
engine, we focus on safeguarding and authenticating them
using a novel embedded watermarking method. Previously, we had shown promising results in the intrusion
detection task using this system. This paper focuses on
the watermarking technique and gives a detailed exposition that includes an experimental evaluation of its quality.
mobile Ad Hoc networks
watermarking
network security
Intrusion detection