NDLI: RepCIDN: A Reputation-based Collaborative Intrusion Detection Network to Lessen the Impact of Malicious Alarms

Content Provider	Springer Nature Link
Author	Gil Pérez, Manuel Gómez Mármol, Félix Martínez Pérez, Gregorio Skarmeta Gómez, Antonio F.
Copyright Year	2012
Abstract	Distributed and coordinated attacks in computer networks are causing considerable economic losses worldwide in recent years. This is mainly due to the transition of attackers’ operational patterns towards a more sophisticated and more global behavior. This fact is leading current intrusion detection systems to be more likely to generate false alarms. In this context, this paper describes the design of a collaborative intrusion detection network (CIDN) that is capable of building and sharing collective knowledge about isolated alarms in order to efficiently and accurately detect distributed attacks. It has been also strengthened with a reputation mechanism aimed to improve the detection coverage by dropping false or bogus alarms that arise from malicious or misbehaving nodes. This model will enable a CIDN to detect malicious behaviors according to the trustworthiness of the alarm issuers, calculated from previous interactions with the system. Experimental results will finally demonstrate how entities are gradually isolated as their behavior worsens throughout the time.
Starting Page	128
Ending Page	167
Page Count	40
File Format	PDF
ISSN	10647570
Journal	Journal of Network and Systems Management
Volume Number	21
Issue Number	1
e-ISSN	15737705
Language	English
Publisher	Springer US
Publisher Date	2012-03-20
Publisher Place	Boston
Access Restriction	One Nation One Subscription (ONOS)
Subject Keyword	Security Trust management Reputation systems Intrusion detection systems Collaboration networks Group reputation Computer Communication Networks Computer Systems Organization and Communication Networks Communications Engineering, Networks Information Systems and Communication Service Operations Research/Decision Theory
Content Type	Text
Resource Type	Article
Subject	Strategy and Management Computer Networks and Communications Information Systems Hardware and Architecture

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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RepCIDN: A Reputation-based Collaborative Intrusion Detection Network to Lessen the Impact of Malicious Alarms