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Loss, misuse, modification, or unauthorized access to sensitive information can adversely affect the privacy or welfare of an individual, trade secrets of a business or even the security and international relations of a nation depending on the level of sensitivity and nature of the information. [2]
In general, data sanitization techniques use algorithms to detect anomalies and remove any suspicious points that may be poisoned data or sensitive information. Furthermore, data sanitization methods may remove useful, non-sensitive information, which then renders the sanitized dataset less useful and altered from the original.
For example, word processing programs like Microsoft Word will sometimes be used to edit out the sensitive information. These products do not always show the user all of the information stored in a file, so it is possible that a file may still contain sensitive information.
The U.S. Department of Education has provided guidance about data discourse and identification, instructing educational institutions to be sensitive to the risk of re-identification of anonymous data by cross-referencing with auxiliary data, to minimize the amount of data in the public domain by decreasing publication of directory information ...
Sensitive compartmented information (SCI) is a type of classified information controlled through formal systems established by the Director of National Intelligence. To access SCI, one must first have a favorable SSBI and be granted SCI eligibility.
Opinion: Recognize that sharing sensitive information always carries risks it could be misused despite company promises and privacy policies. Opinion: Recognize that sharing sensitive information ...
An information hazard, or infohazard, [1] is "a risk that arises from the dissemination of (true) information that may cause harm or enable some agent to cause harm".
1. Remove your personal information from the internet: The breach has exposed sensitive personal data, making it essential to reduce your online footprint. While no service can guarantee complete ...