DatasetA Bayesian Network Model for Predicting Data Breaches Caused by Insiders of a Health Care Organization
►►►►► Link as https://doi.org/10.4121/uuid:c637245d-93fb-4cee-8f4a-9b5fa14d5513 | How to cite this dataset
?title | A Bayesian Network Model for Predicting Data Breaches Caused by Insiders of a Health Care Organization |
?creator | orcidde Wilde, L. (Lisa) |
?contributor | University of Twente, Faculty of Electrical Engineering, Mathematics and Computer Science: Services, Cybersecurity and Safety Research Group |
?date accepted | 2016-12-16 |
?date created | 2016 |
?date published | 2016 |
?description | During this research a Bayesian Network model was created to determine the probability of a data breach caused by insiders of a health care sector. In addition to this, a data breach assessment tool has been created which can be used to obtain observations for the model. To gather information on the impact of the variables a focus group session with assignments was arranged. To explain the research and the assignments to the participants a presentation was given. The model was validated by sensitivity analyses and performing a data breach assessment in three hospitals. |
?keyword | Assessment tool ◊ Bayesian Networks ◊ Data breaches ◊ Focus group ◊ Prediction ◊ Security ◊ Sensitivity analysis |
?language | en |
?publisher | University of Twente |
? subject | |
? subject | |
? ▲ in collection | |
?related publication | ![]() |
?licence | ![]() |
DATA
readme.pdf (application/pdf) - dataset documentation
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Alpha Bayesian Network.cmp
Bayesian Network - Hospital A.cmp
Bayesian Network - Hospital B.cmp
Bayesian Network - Hospital C.cmp
Beta Bayesian Network.cmp
Data breach assessment - Alpha.xlsx
Data breach assessment - Beta.xlsx
Data breach assessment - Gamma.xlsx
Data breach assessment - Hospital A.xlsx
Data breach assessment - Hospital B.xlsx
Data breach assessment - Hospital C.xlsx
Focus Group - Demographics.pdf
Focus Group - Presentation.pdf
Sensitivity Analyses - Alpha/Accident opportunity.html
Sensitivity Analyses - Alpha/Accident protection level.html
Sensitivity Analyses - Alpha/Attack opportunity.html
Sensitivity Analyses - Alpha/Attack protection level.html
Sensitivity Analyses - Alpha/Capability.html
Sensitivity Analyses - Alpha/Data breach.html
Sensitivity Analyses - Alpha/Group state.html
Sensitivity Analyses - Alpha/Images/Accident20opportunityM62label.jpg
Sensitivity Analyses - Alpha/Images/Accident20protection20levelM63label.jpg
Sensitivity Analyses - Alpha/Images/Attack20opportunityM5label.jpg
Sensitivity Analyses - Alpha/Images/Attack20protection20levelM64label.jpg
Sensitivity Analyses - Alpha/Images/Attitude20towards20workM8label.jpg
Sensitivity Analyses - Alpha/Images/CapabilityM4label.jpg
Sensitivity Analyses - Alpha/Images/Competitive20advantageM10label.jpg
Sensitivity Analyses - Alpha/Images/Data20accident20protection20levelM65label.jpg
Sensitivity Analyses - Alpha/Images/Data20attack20protection20levelM54label.jpg
Sensitivity Analyses - Alpha/Images/Data20breachM0label.jpg
Sensitivity Analyses - Alpha/Images/Employee5fowned20device20levelM53label.jpg
Sensitivity Analyses - Alpha/Images/Employee5fowned20devicesM31label.jpg
Sensitivity Analyses - Alpha/Images/Employer5fowned20device20levelM15label.jpg
Sensitivity Analyses - Alpha/Images/Employer5fowned20devicesM32label.jpg
Sensitivity Analyses - Alpha/Images/FinancialM9label.jpg
Sensitivity Analyses - Alpha/Images/Gender2028soft20evidence29M66label.jpg
Sensitivity Analyses - Alpha/Images/Group20stateM7label.jpg
Sensitivity Analyses - Alpha/Images/Job20typeM12label.jpg
Sensitivity Analyses - Alpha/Images/Mobile20device20lossM2label.jpg
Sensitivity Analyses - Alpha/Images/Mobile20device20misuseM1label.jpg
Sensitivity Analyses - Alpha/Images/Motivation20levelM71label.jpg
Sensitivity Analyses - Alpha/Images/MotivationM3label.jpg
Sensitivity Analyses - Alpha/Images/Organization20protection20levelM41label.jpg
Sensitivity Analyses - Alpha/Images/Performance20management20levelM17label.jpg
Sensitivity Analyses - Alpha/Images/Policy20protection20levelM22label.jpg
Sensitivity Analyses - Alpha/Images/Pre5femployment20screening20levelM36label.jpg
Sensitivity Analyses - Alpha/Images/Reason20strengthM6label.jpg
Sensitivity Analyses - Alpha/Images/RevengeM11label.jpg
Sensitivity Analyses - Alpha/Images/Security20training20levelM23label.jpg
Sensitivity Analyses - Alpha/Images/SkillsM13label.jpg
Sensitivity Analyses - Alpha/Images/Stress20levelM69label.jpg
Sensitivity Analyses - Alpha/Images/tornadoScenario201Accident20opportunity5fHigh.jpg
Sensitivity Analyses - Alpha/Images/tornadoScenario201Accident20opportunity5fLow.jpg
Sensitivity Analyses - Alpha/Images/tornadoScenario201Accident20opportunity5fMedium.jpg
Sensitivity Analyses - Alpha/Images/tornadoScenario201Accident20protection20level5fHigh.jpg
Sensitivity Analyses - Alpha/Images/tornadoScenario201Accident20protection20level5fLow.jpg
Sensitivity Analyses - Alpha/Images/tornadoScenario201Accident20protection20level5fMedium.jpg
Sensitivity Analyses - Alpha/Images/tornadoScenario201Attack20opportunity5fHigh.jpg
Sensitivity Analyses - Alpha/Images/tornadoScenario201Attack20opportunity5fLow.jpg
Sensitivity Analyses - Alpha/Images/tornadoScenario201Attack20opportunity5fMedium.jpg
Sensitivity Analyses - Alpha/Images/tornadoScenario201Attack20protection20level5fHigh.jpg
Sensitivity Analyses - Alpha/Images/tornadoScenario201Attack20protection20level5fLow.jpg
Sensitivity Analyses - Alpha/Images/tornadoScenario201Attack20protection20level5fMedium.jpg
Sensitivity Analyses - Alpha/Images/tornadoScenario201Capability5fHigh.jpg
Sensitivity Analyses - Alpha/Images/tornadoScenario201Capability5fLow.jpg
Sensitivity Analyses - Alpha/Images/tornadoScenario201Capability5fMedium.jpg
Sensitivity Analyses - Alpha/Images/tornadoScenario201Data20breach5fFalse.jpg
Sensitivity Analyses - Alpha/Images/tornadoScenario201Data20breach5fTrue.jpg
Sensitivity Analyses - Alpha/Images/tornadoScenario201Group20state5fNegative.jpg
Sensitivity Analyses - Alpha/Images/tornadoScenario201Group20state5fNeutral.jpg
Sensitivity Analyses - Alpha/Images/tornadoScenario201Group20state5fPositive.jpg
Sensitivity Analyses - Alpha/Images/tornadoScenario201Mobile20device20loss5fHigh.jpg
Sensitivity Analyses - Alpha/Images/tornadoScenario201Mobile20device20loss5fLow.jpg
Sensitivity Analyses - Alpha/Images/tornadoScenario201Mobile20device20loss5fMedium.jpg
Sensitivity Analyses - Alpha/Images/tornadoScenario201Mobile20device20misuse5fHigh.jpg
Sensitivity Analyses - Alpha/Images/tornadoScenario201Mobile20device20misuse5fLow.jpg
Sensitivity Analyses - Alpha/Images/tornadoScenario201Mobile20device20misuse5fMedium.jpg
Sensitivity Analyses - Alpha/Images/tornadoScenario201Motivation20level5fHigh.jpg
Sensitivity Analyses - Alpha/Images/tornadoScenario201Motivation20level5fLow.jpg
Sensitivity Analyses - Alpha/Images/tornadoScenario201Motivation20level5fMedium.jpg
Sensitivity Analyses - Alpha/Images/tornadoScenario201Motivation5fHigh.jpg
Sensitivity Analyses - Alpha/Images/tornadoScenario201Motivation5fLow.jpg
Sensitivity Analyses - Alpha/Images/tornadoScenario201Motivation5fMedium.jpg
Sensitivity Analyses - Alpha/Images/tornadoScenario201Reason20strength5fHigh.jpg
Sensitivity Analyses - Alpha/Images/tornadoScenario201Reason20strength5fLow.jpg
Sensitivity Analyses - Alpha/Images/tornadoScenario201Reason20strength5fMedium.jpg
Sensitivity Analyses - Alpha/Images/tornadoScenario201Skills5fHigh.jpg
Sensitivity Analyses - Alpha/Images/tornadoScenario201Skills5fLow.jpg
Sensitivity Analyses - Alpha/Images/tornadoScenario201Skills5fMedium.jpg
Sensitivity Analyses - Alpha/Mobile device loss.html
Sensitivity Analyses - Alpha/Mobile device misuse.html
Sensitivity Analyses - Alpha/Motivation level.html
Sensitivity Analyses - Alpha/Motivation.html
Sensitivity Analyses - Alpha/Reason strength.html
Sensitivity Analyses - Alpha/Skills.html
Sensitivity Analyses - Beta/Capability.html
Sensitivity Analyses - Beta/Data breach.html
Sensitivity Analyses - Beta/Device loss opportunity.html
Sensitivity Analyses - Beta/Device loss protection level.html
Sensitivity Analyses - Beta/Device misuse opportunity.html
Sensitivity Analyses - Beta/Device misuse protection level.html
Sensitivity Analyses - Beta/Group state.html
Sensitivity Analyses - Beta/Images/Attitude20towards20workM8label.jpg
Sensitivity Analyses - Beta/Images/CapabilityM4label.jpg
Sensitivity Analyses - Beta/Images/Data20breachM0label.jpg
Sensitivity Analyses - Beta/Images/Data20loss20protection20levelM65label.jpg
Sensitivity Analyses - Beta/Images/Data20misuse20protection20levelM54label.jpg
Sensitivity Analyses - Beta/Images/Device20loss20opportunityM62label.jpg
Sensitivity Analyses - Beta/Images/Device20loss20protection20levelM63label.jpg
Sensitivity Analyses - Beta/Images/Device20misuse20opportunityM5label.jpg
Sensitivity Analyses - Beta/Images/Device20misuse20protection20levelM64label.jpg
Sensitivity Analyses - Beta/Images/Employee5fowned20device20levelM53label.jpg
Sensitivity Analyses - Beta/Images/Employee5fowned20devicesM31label.jpg
Sensitivity Analyses - Beta/Images/Employer5fowned20device20levelM15label.jpg
Sensitivity Analyses - Beta/Images/Employer5fowned20devicesM32label.jpg
Sensitivity Analyses - Beta/Images/FinancialM9label.jpg
Sensitivity Analyses - Beta/Images/Gender2028soft20evidence29M66label.jpg
Sensitivity Analyses - Beta/Images/Group20stateM7label.jpg
Sensitivity Analyses - Beta/Images/Job20typeM12label.jpg
Sensitivity Analyses - Beta/Images/Mobile20device20lossM2label.jpg
Sensitivity Analyses - Beta/Images/Mobile20device20misuseM1label.jpg
Sensitivity Analyses - Beta/Images/Motivation20levelM71label.jpg
Sensitivity Analyses - Beta/Images/MotivationM3label.jpg
Sensitivity Analyses - Beta/Images/Organization20protection20levelM41label.jpg
Sensitivity Analyses - Beta/Images/Performance20management20levelM17label.jpg
Sensitivity Analyses - Beta/Images/Policy20protection20levelM22label.jpg
Sensitivity Analyses - Beta/Images/Pre5femployment20screening20levelM36label.jpg
Sensitivity Analyses - Beta/Images/Reason20strengthM6label.jpg
Sensitivity Analyses - Beta/Images/RevengeM10label.jpg
Sensitivity Analyses - Beta/Images/Security20training20levelM23label.jpg
Sensitivity Analyses - Beta/Images/SkillsM13label.jpg
Sensitivity Analyses - Beta/Images/Stress20levelM69label.jpg
Sensitivity Analyses - Beta/Images/tornadoScenario201Capability5fHigh.jpg
Sensitivity Analyses - Beta/Images/tornadoScenario201Capability5fLow.jpg
Sensitivity Analyses - Beta/Images/tornadoScenario201Capability5fMedium.jpg
Sensitivity Analyses - Beta/Images/tornadoScenario201Data20breach5fFalse.jpg
Sensitivity Analyses - Beta/Images/tornadoScenario201Data20breach5fTrue.jpg
Sensitivity Analyses - Beta/Images/tornadoScenario201Device20loss20opportunity5fHigh.jpg
Sensitivity Analyses - Beta/Images/tornadoScenario201Device20loss20opportunity5fLow.jpg
Sensitivity Analyses - Beta/Images/tornadoScenario201Device20loss20opportunity5fMedium.jpg
Sensitivity Analyses - Beta/Images/tornadoScenario201Device20loss20protection20level5fHigh.jpg
Sensitivity Analyses - Beta/Images/tornadoScenario201Device20loss20protection20level5fLow.jpg
Sensitivity Analyses - Beta/Images/tornadoScenario201Device20loss20protection20level5fMedium.jpg
Sensitivity Analyses - Beta/Images/tornadoScenario201Device20misuse20opportunity5fHigh.jpg
Sensitivity Analyses - Beta/Images/tornadoScenario201Device20misuse20opportunity5fLow.jpg
Sensitivity Analyses - Beta/Images/tornadoScenario201Device20misuse20opportunity5fMedium.jpg
Sensitivity Analyses - Beta/Images/tornadoScenario201Device20misuse20protection20level5fHigh.jpg
Sensitivity Analyses - Beta/Images/tornadoScenario201Device20misuse20protection20level5fLow.jpg
Sensitivity Analyses - Beta/Images/tornadoScenario201Device20misuse20protection20level5fMedium.jpg
Sensitivity Analyses - Beta/Images/tornadoScenario201Group20state5fNegative.jpg
Sensitivity Analyses - Beta/Images/tornadoScenario201Group20state5fNeutral.jpg
Sensitivity Analyses - Beta/Images/tornadoScenario201Group20state5fPositive.jpg
Sensitivity Analyses - Beta/Images/tornadoScenario201Mobile20device20loss5fHigh.jpg
Sensitivity Analyses - Beta/Images/tornadoScenario201Mobile20device20loss5fLow.jpg
Sensitivity Analyses - Beta/Images/tornadoScenario201Mobile20device20loss5fMedium.jpg
Sensitivity Analyses - Beta/Images/tornadoScenario201Mobile20device20misuse5fHigh.jpg
Sensitivity Analyses - Beta/Images/tornadoScenario201Mobile20device20misuse5fLow.jpg
Sensitivity Analyses - Beta/Images/tornadoScenario201Mobile20device20misuse5fMedium.jpg
Sensitivity Analyses - Beta/Images/tornadoScenario201Motivation20level5fHigh.jpg
Sensitivity Analyses - Beta/Images/tornadoScenario201Motivation20level5fLow.jpg
Sensitivity Analyses - Beta/Images/tornadoScenario201Motivation20level5fMedium.jpg
Sensitivity Analyses - Beta/Images/tornadoScenario201Motivation5fHigh.jpg
Sensitivity Analyses - Beta/Images/tornadoScenario201Motivation5fLow.jpg
Sensitivity Analyses - Beta/Images/tornadoScenario201Motivation5fMedium.jpg
Sensitivity Analyses - Beta/Images/tornadoScenario201Reason20strength5fHigh.jpg
Sensitivity Analyses - Beta/Images/tornadoScenario201Reason20strength5fLow.jpg
Sensitivity Analyses - Beta/Images/tornadoScenario201Reason20strength5fMedium.jpg
Sensitivity Analyses - Beta/Images/tornadoScenario201Skills5fHigh.jpg
Sensitivity Analyses - Beta/Images/tornadoScenario201Skills5fLow.jpg
Sensitivity Analyses - Beta/Images/tornadoScenario201Skills5fMedium.jpg
Sensitivity Analyses - Beta/Mobile device loss - Measures.html
Sensitivity Analyses - Beta/Mobile device loss.html
Sensitivity Analyses - Beta/Mobile device misuse - Measures.html
Sensitivity Analyses - Beta/Mobile device misuse.html
Sensitivity Analyses - Beta/Motivation level.html
Sensitivity Analyses - Beta/Motivation.html
Sensitivity Analyses - Beta/Reason strength.html
Sensitivity Analyses - Beta/Skills.html
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About downloads
When you download the complete dataset you will receive a zipfile with the data in the "data" directory,
plus a few extra text files with information which you normally don't need but may be helpful in some cases.
It conforms to the BagIt standard.
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Contents of this dataset lists all files.
The bag-info and content listing are also part of the zipfile when you download the complete dataset.