TY - GEN
T1 - Dynamic document reclassification for preventing insider abuse
AU - Garg, A.
AU - Pramanik, S.
AU - Sankaranarayanan, V.
AU - Upadhyaya, S.
PY - 2004
Y1 - 2004
N2 - 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.
AB - 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.
KW - Digital Rights Management
KW - Dynamic document categorization
KW - Insider threat
KW - Intrusion prevention
KW - Policy management
UR - https://www.scopus.com/pages/publications/15944410583
M3 - Conference contribution
SN - 0780385721
SN - 9780780385726
T3 - Proceedings fron the Fifth Annual IEEE System, Man and Cybernetics Information Assurance Workshop, SMC
SP - 218
EP - 225
BT - Proceedings fron the Fifth Annual IEEE System, Man and Cybernetics Information Assurance Workshop, SMC
T2 - Proceedings fron the Fifth Annual IEEE System, Man and Cybernetics Information Assurance Workshop, SMC
Y2 - 10 June 2004 through 11 June 2004
ER -