What is DLP? Data loss prevention (DLP) is a strategy for ensuring that end-users do not send critical or sensitive information outside the corporate network. DLP is also used to describe software products that help a network administrator control what data end users can transfer.
Data loss prevention software identifies potential data breaches/data ex-filtration transmissions and prevents them by monitoring, detecting and blocking sensitive data while in-motion (network traffic), at-rest (data storage), and in-use (endpoint actions). DLP software products employ business rules to classify and protect vital and confidential information so that unauthorized end users cannot maliciously or accidentally share data whose disclosure could put the organization at risk.
A DLP solution depends on a number of key technologies that enable its engine to correctly identify the sensitive data that enterprises need to secure and adopt remediation action to prevent incidents. Today, DLP solutions employ different technologies. DLP technologies are broadly classified into two categories: Enterprise DLP and Integrated DLP.
There are multiple content analysis techniques which can be used to activate policy violations, including:
Rule-Based/Regular Expressions: The most common analysis technique employed in DLP involves an engine’s analyzing content for particular rules such as 9-digit US social security numbers, 16-digit credit card numbers, etc. This technique is considered to be an exceptional first-pass filter since the rules can be configured and processed swiftly, even though they can be prone to high false positive rates without checksum validation to detect valid patterns.
Conceptual/Lexicon: Using a combination of rules, dictionaries, etc., these policies are capable of alerting on completely unstructured ideas that challenge simple categorization. It will have to be customized for the DLP solution provided.
Statistical Analysis: Employs machine learning or other statistical methods such as Bayesian analysis to activate policy violations in secure content.
Pre-built categories: Pre-built categories with dictionaries and rules for common types of sensitive data, such as HIPAA, credit card numbers/PCI protection, etc.
Database Fingerprinting: This technique is also known as Exact Data Matching. It looks at exact matches from a database dump or live database. This is an option for structured data from databases even though database dumps or live database connections affect performance.
Business organizations go through major financial losses and reputational damage when they experience loss of sensitive data and other forms of enterprise information. Companies are now very much aware of these dangers and hence data protection has become the most trending topic, however many organizations fail to completely understand the business case for Data Loss Prevention (DLP) initiatives. Given below are some of the key reasons why an organization needs DLP:
Endpoint Security (or) Endpoint Protection refers to the technique of protecting a business network when accessed by remote devices like laptops, tablets, smartphones, or other wireless devices. It deals with monitoring status, activities, and software. The endpoint protection software is installed on all endpoint devices and on all network servers.
With the spread of mobile devices like smartphones, tablets, notebooks, laptops etc., there has also been a major increase in the number of devices being stolen or lost. These incidents eventually highlight the huge loss of sensitive data for enterprises, which permit their employees to bring in their mobile devices into their enterprise.
This problem can be solved when enterprises decide to secure the enterprise data available on the mobile devices of their employees in such a way that even if the device gets into the hands of the wrong person, the data should continue to be secured. This process of securing enterprise endpoints is thus called endpoint security.
To effectively protect employee and customer data, Xcitium has developed MyDLP – an all-in-one DLP solution. MyDLP is available with the following key benefits:
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