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Any security requirements should have been identi ed when gathering business requirements Security requirements also surface when working on building the ETL system However, the reality of securing the data may only sink in now that the data is going to be published Security can be addressed in several different ways Many security measures are part of how the BI application is constructed: Prohibit the loading of sensitive data into the data warehouse If highly sensitive data elements are not included, then even if the security is broken, the sensitive data is not there With medical records, this is often a method used to protect patient identity and comply with HIPPA privacy regulations Name and social security number, street address, and phone number are not loaded into the data warehouse A unique identi er, or surrogate key, should be assigned to each patient during the ETL processing This surrogate key enables the patient data to be tracked and trended without revealing any personally identi able information Utilize the database management system security functionality For most of the databases this is exactly the same security system that is used by the other operational applications Therefore, if it is secure enough to store the ATM transactions, it is secure enough for the data warehouse

Attribute categories categoryID cAUsages cAWEBURL certificateRevocationList certificateRevocationList certificateTemplates classDisplayName cn co codePage cOMClassID cOMCLSID cOMInterfaceID comment cOMOtherProgId company cOMProgID cOMTreatAsCLassId cOMTypelibId cOMUniqueLIBID contextIndexingAllowed contextMenu controlAccessRights cost countryCode createDialog createTimeStamp createWizardExt creationTime creationWizrd Syntax Unicode String Octet String Unicode String Unicode String Distinguished Name Octet String Unicode String Unicode String Unicode String Unicode String Integer Unicode String Unicode String Unicode String Unicode String Unicode String Unicode String Unicode String Unicode String Unicode String Unicode String Boolean Unicode String Octet String Integer Integer Unicode String Generalized Time Unicode String Large Integer Unicode String

Utilize the BI technology s security features Most of the BI tools have some sort of security built into the tool Take advantage of what is provided out of the box

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Attribute creator cRLObject cRLPartitionedRevocationList crossCertificatePair currentLocation currentParentCA currentValue currentMachineId dBCSPwd dc defaultClassStore defaultGroup defaultHidingValue defaultLocalPolicyObject defaultObjectCategory defaultPriority defaultSecurityDescriptor deltaRevocationList department description desktopProfile destinationIndicator dhcpClasses dhcpFlags dhcpIdentification dhcpMask dhcpMaxKey dhcpObjDescription dhcpObjName dhcpOptions dhcpProperties

When you re introduced to someone new, and they ask you the ageold question, And what do you do how do you answer So much of your sense of who you are is bound up in your work that the description you offer is a powerful indicator of the meaning that work has in your life and the degree of success you can expect.

Leverage standard network security and rewalls Many BI applications are released over the organization s intranet or the Internet The BI application should adhere to all of the corporate standards for securing any application that is delivered using these methods Build security into the BI application itself: There are several common situations in which data must be limited from view: Often, organizational boundaries need to be recognized For example, individual sales reps can look at their own results, but not others, whereas a district manager can see the results for the whole district and all of the reps who report to that district Security may be used to control access to pre-built reports Access may be granted or restricted based by user group or individual user In addition to accessing a report, sometimes there is a need to secure data as you drill down Consider a student reporting system Identi able student details such as name and social security number are not in the data warehouse, but if you drill down far enough you would be able to gure out the identity of some students (eg, there is only one female student in third grade at Roosevelt Elementary School who is in a wheelchair) You can build into the BI application a control that limits the display of data if the set represents fewer than ten students It is important that all users of the data warehouse be informed about the organization s policies for use and distribution of data This includes helping users understand what security is in place and why

Syntax Unicode String Distinguished Name Octet String Octet String Octet String DistinguishedName Octet String Octet String Octet String Unicode String Distinguished Name Distinguished Name Boolean Distinguished Name Distinguished Name Integer Unicode String Octet String Unicode String Unicode String Unicode String Print Case String Octet String Large Integer Unicode String Print Case String Large Integer Unicode String Unicode String Octet String Octet String

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