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 |  A Bayesian Network Model for predicting data breaches caused by insiders of a health care organization (masterThesis, 2016) |
| ?licence | General terms of use |
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.
Bag-info will tell you about the kind of files in the dataset. It links file extensions to mimetypes. This may help you when you encounter an unfamiliar file extension.
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.
