business, or government purposes. This data typically includes business secrets, national secrets, or identifiable information that could harm individuals working with an organization or serving as a customer or constituent of that organization.
Before you begin a data classification review, Proofpoint and your organization must be on the same page. At the start of the review, Proofpoint and your organization create an asset list to define your business categories. For example, you may have files that store technology, financial, and ...
Manual assignment of classes can also be a useful technique for isolating and highlighting ranges of data. For example, if your dataset has an overall range of 0.0465 to 0.1736 and you want to isolate the higher values, you could manually assign all values below 0.15 to one class and all ...
A general scheme of multiclass classification-based FDD methods is as shown in Fig. 8. In the model training process, a multi-class classifier is trained using training data set including normal data and faulty data. In the online FDD process, the monitoring data are classified by the ...
This example is not meant to be an ideal analysis of the Fisher iris data. In fact, using the petal measurements instead of, or in addition to, the sepal measurements may lead to better classification. Also, this example is not meant to compare the strengths and weaknesses of different cla...
This example uses the "Cover type" data from the UCI machine learning archive, described in https://archive.ics.uci.edu/ml/datasets/Covertype. The data classifies types of forest (ground cover), based on predictors such as elevation, soil type, and distance to water. The data has over 500...
Different types of data require different levels of storage and protection. For example, credit card numbers and medical records are inherently more sensitive than names or job titles – and are therefore higher-risk.Data classification allows a business to determine the risk level of every type ...
A particular type of data classification highly sought in a Customer MDM program is customer hierarchy. Customer hierarchy management entails managing customer data relationships to represent company organizational structures, for example. Another classification (in Product MDM, for instance), is product ta...
“data classification” refers to in the world ofdata security. Rather, data classification means to categorize data based on its sensitivity, which is indicated by who should be permitted to access and use the data. For example, categories might include Top Secret and Confidential for data that...
in your data classification journey, it’s highly likely it won’t be where you end up. There are many reasons why normal business practices within organizations will typically require a greater level of depth to the way data is classified to conform with data security policy. For example: ...