NDLI: Enhancing Trust Evaluation Using Intrusion Sensitivity in Collaborative Intrusion Detection Networks: Feasibility and Challenges

Content Provider	IEEE Xplore Digital Library
Author	Wenjuan Li Yuxin Meng Lam-For Kwok
Copyright Year	2013
Description	Author affiliation: Dept. of Comput. Sci., City Univ. of Hong Kong, Hong Kong, China (Wenjuan Li; Yuxin Meng; Lam-For Kwok)
Abstract	Intrusion detection systems (IDSs) have been widely deployed in computers and networks to identify a variety of attacks. But network intrusions are now becoming more and more sophisticated to detect, thus, collaborative intrusion detection networks (CIDNs) have been proposed which enables an IDS to collect information and learn experience from other IDS nodes. By maintaining interactions among a set of IDS nodes, a CIDN is expected to be more powerful in detecting some complicated attacks such as denial-of-service (DoS) than a single IDS. In real deployment, we identify that each IDS may have different levels of sensitivity in detecting different types of intrusions (i.e., based on their own signatures and settings). In this paper, we therefore define a notion of intrusion sensitivity and investigate the feasibility of using it to evaluate the trustworthiness of an IDS node. In addition, we describe several challenges when using this notion in practice. In the evaluation, the experimental results indicate that the use of intrusion sensitivity is feasible and encouraging to enhance the accuracy of detecting malicious nodes.
Sponsorship	Leshan Normal Univ.
Starting Page	518
Ending Page	522
File Size	443322
Page Count	5
File Format	PDF
e-ISBN	9781479925490
DOI	10.1109/CIS.2013.115
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2013-12-14
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Intrusion Detection Sensitivity Accuracy Intrusion Sensitivity Trust Management Intrusion detection Collaboration Robustness Peer-to-peer computing Collaborative Intrusion Detection Network
Content Type	Text
Resource Type	Article

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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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9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

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