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Dynamic document reclassification for preventing insider abuse

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

1 Scopus citations

Abstract

Digital documents in an organization are usually classified into static secrecy levels such as top-secret, secret, confidential and unclassified. Factors such as changes in the user hierarchy and addition of new projects generally require a change in a document's importance. Enforcing such changes in relative importance (RI) of documents will protect the privileged documents from insider abuse. In this paper we propose a new framework for monitoring and dynamically changing the RI of documents over time. The proposed scheme utilizes a reasoning technique which takes into consideration the organization-specific data and the document usage data to make an informed decision on the RI of documents. Various inputs to the reasoning framework are standardized using XML schemas to provide interoperability. We have performed simulations with synthetic document usage data and report the results as proof of concept.

Original languageEnglish
Title of host publicationProceedings fron the Fifth Annual IEEE System, Man and Cybernetics Information Assurance Workshop, SMC
Pages218-225
Number of pages8
StatePublished - 2004
EventProceedings fron the Fifth Annual IEEE System, Man and Cybernetics Information Assurance Workshop, SMC - West Point, NY, United States
Duration: Jun 10 2004Jun 11 2004

Publication series

NameProceedings fron the Fifth Annual IEEE System, Man and Cybernetics Information Assurance Workshop, SMC

Conference

ConferenceProceedings fron the Fifth Annual IEEE System, Man and Cybernetics Information Assurance Workshop, SMC
Country/TerritoryUnited States
CityWest Point, NY
Period06/10/0406/11/04

Keywords

  • Digital Rights Management
  • Dynamic document categorization
  • Insider threat
  • Intrusion prevention
  • Policy management

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