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Many organizations try to get the most accurate data possible before beginning to report to anyone, even internally within the Information Security team The benefits of this approach are clear: stakeholders will respond better to more accurate data, and having the most accurate data paints the clearest picture of the security situation However, one major downfall can be that the work effort put toward getting better data can be neverending, as data sources are constantly changing and updated If a team is waiting for perfect data before beginning to report, perfect data may never be achieved and reporting the data (which is often good enough) never begins, as depicted in Figure 11 The recommended approach with regards to data quality is to begin reporting right away I recommend thinking carefully about the audience for reporting It is wise to begin sharing the reporting data sooner than later (even if the data quality is poor at first) with the security team members responsible for owning the process and obtaining the data This will often lead to the security team members responsible for cleaning the data to move more quickly in their attempts to increase the data quality, because they want to ensure that the data quality is good before the reporting reaches a larger audience Generally speaking, I recommend that the security metrics lead share the initial reporting containing lower quality data with the team responsible for executing the process immediately Once clean-up is underway, these reports can also be shared with the CISO to help escalate the data cleaning process Another approach is to discuss with the responsible team a specific date for presenting the data reports to the CISO so that he or she is aware of the timeline and will still have the opportunity to obtain better and more accurate data prior to it being presented to management This model of showing the reporting (or scheduling a time to show the reporting) to a team s management can be extended beyond the Information Security team if the team depends on another group for obtaining quality data For example, in this case, if the development managers are not consistently closing out the tickets when vulnerabilities are remediated, this will show up as more vulnerabilities on the web sites and the reports will display a poorer security posture than actually exists The metrics project lead will likely get a positive response from the development managers if the initial inaccurate data is displayed to his or her group or management. c# code to convert pdf to excel extract data from pdf file to excel - MSDN - Microsoft
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