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Data Loss Prevention

Updated Jan 30, 2024 ·

Handling Sensitive Information​

Organizations handle sensitive information like trade secrets, business plans, health records, and PII.

  • Types include trade secrets, business plans, health records, and PII
  • Risks include security incidents, fines, and reputational damage

Data Loss Prevention (DLP)​

DLP is a technology used to identify, monitor, and protect sensitive data to prevent unauthorized access, use, or transmission.

  • Prevents unauthorized access, use, or transmission of sensitive data.
  • Safeguards against accidental or malicious data sharing.
  • Uses policies, monitoring, and enforcement to mitigate potential breaches.
  • Protects against data leakage across channels like email, web, and endpoints.
  • Involves content discovery, classification, encryption, and policy enforcement.
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A data loss prevention system can scan outgoing messages to determine whether they potentially contain personally identifiable information or other sensitive information.

DLP Mechanisms​

DLP solutions use the following mechanisms in action:

  • Pattern matching

    • Detects sensitive formats like credit card and Social Security numbers
    • Scans for terms like "confidential", "proprietary", or "top secret"
    • Uses algorithms to minimize false positives

  • Watermarking

    • Labels documents with electronic tags for tracking
    • Monitors movement across networks to enforce policy
    • Logs access and sharing of sensitive files for compliance

Identity Finder​

Identity Finder is a host-based tool that scans systems for sensitive information.

  • Scans for data like Social Security numbers, passwords, and credit card numbers
  • Users can delete or encrypt sensitive files based on the findings

Endpoint DLP​

Also known as Host-based DLP, the Endpoint DLP system is a security solution designed to monitor and control data transfers on endpoint devices such as laptops, desktops, smartphones, and tablets.

  • Detects sensitive data based on predefined rules.
  • Prevents unauthorized data transfers.
  • Enforces data security policies consistently.
  • Works like an IDS/IPS but for data
  • Can be set to detection mode or prevention mode

Network DLP​

A Network Data Loss Prevention (DLP) system is a piece of software or hardware that monitors and control data transfers within a network infrastructure.

  • Placed at the perimeter of the network.
  • Detects data-in-transit; focused on things going out of the network.
  • Scans for unencrypted sensitive data and blocks unauthorized transmissions
  • Can automatically encrypt content, especially for email-related DLP systems

Storage DLP​

A Storage Data Loss Prevention (DLP) system is a software installed on a server in a datacenter that inspects the data-at-rest.

  • Safeguard sensitive data stored across different storage platforms.
  • Ensure compliance with security policies and regulations.

Cloud-based DLP​

A DLP usually offered as a SaaS and is part of the cloud service and storage needs.

  • Data stored in the cloud services are protected.
  • Example: Google Drive