Bookcover of Insider Data Theft Prevention System
Booktitle:

Insider Data Theft Prevention System

Secure your Data

LAP LAMBERT Academic Publishing (2016-09-01 )

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ISBN-13:

978-3-659-92447-7

ISBN-10:
3659924474
EAN:
9783659924477
Book language:
English
Blurb/Shorttext:
Insider data theft attacks are characterized by an adversary stealing a legitimate user's credentials and using them to impersonate the authenticate user and to perform malicious activities. Prior works also combines a user behavior profiling technique with a baiting technique, but profiling user behavior using single modeling technique suffers from a considerable number of false positives. Also decoy documents are placed at conspicuous locations rather than using automatically generated decoys which may not give significant accuracy to the detection system. Proposed system will extend prior work and presents an integrated detection approach where behavior profiling will be done by combining more than one classifier, each uses different modeling algorithm to reduce false positive rate. Along with this proposed system will include a baiting approach based on automated generation of demand decoy documents on the user's file system and user authentication by challenge questions, to provide more accuracy. Proposed system could provide a strong defense mechanism against malicious insider data theft attacks.
Publishing house:
LAP LAMBERT Academic Publishing
Website:
https://www.lap-publishing.com/
By (author) :
Kunal M. Shirkande, Prajakta A. Satarkar
Number of pages:
64
Published on:
2016-09-01
Stock:
Available
Category:
Data communication, networks
Price:
35.90 €
Keywords:
Behavior Profilling, Data Decoy

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