Teams Rather Than Individuals: Collaborative Intrusion Detection (Extended Abstract)

Abstract

We propose CIMD (Collaborative Intrusion and Malware Detection), a scheme for the realization of collaborative intrusion detection approaches. We argue that teams, respectively detection groups with a common purpose for intrusion detection and response, improve the measures against malware. CIMD provides a collaboration model, a decentralized group formation and an anonymous communication scheme. Participating agents can convey intrusion detection related objectives and associated interests for collaboration partners. These interests are based on intrusion objectives and associated interests for collaboration partners. These interests are based on intrusion detection related ontology, incorporating network and hardware configurations and detection capabilities. Anonymous Communication provided by CIMD allows communication beyond suspicion, i.e. the adversary can not perform better than guessing an IDS to be the source of a message at random. The evaluation takes place with the help of NeSSi² (www.nessi2.de), the Network Security Simulator, a dedicated environment for analysis of attacks and countermeasures in mid-scale and large-scale networks. A CIMD prototype is being built based on the JIAC agent framework(www.jiac.de).

@INPROCEEDINGS{bye:2010:FutSec,
author = {Rainer Bye and Seyit Ahmet Camtepe and Sahin Albayrak}, 
title = {Teams Rather Than Individuals: Collaborative Intrusion Detection}, 
booktitle = {Inproceedings of the 5th Future Security Research Conference},
year = {2010}, 
address = {Berlin, Germany}, 
month = {09}, 
isbn = {ISBN 978-3-8396-0159-4},  
note = {Extended Abstract},
owner = {rainer}, 
timestamp = {2010.09.17} }
Authors:
Rainer Bye, Seyit Ahmet Camtepe, Sahin Albayrak
Category:
Conference Paper
Year:
2010
Location:
Future Security, 5th Security Research Conference, Berlin; 2010