Building a Custom Privacy Module for Prebid Server Java: What Publishers Need to Know

The ad tech ecosystem is under growing regulatory pressure, with increasingly complex privacy frameworks shaping how user data is handled during header bidding. For publishers using Prebid Server Java (PBS-Java), ensuring compliance without sacrificing monetization potential is now a critical part of ad operations.
One of the most effective tools for achieving this is the privacy module—specialized logic embedded in PBS-Java to enforce privacy rules at scale. This guide explains how privacy modules work, how to implement a custom module, and the practical realities publishers should expect during deployment.
What Is a Prebid Server Privacy Module?
Prebid Server privacy modules are specialized rule engines designed to apply granular privacy controls before any data leaves your ad stack. Unlike generic workflow modules, privacy modules explicitly govern user data handling for regulatory frameworks like GDPR, CCPA, or bespoke requirements.
The module evaluates every activity (like transmitting user IDs or engaging bidders) and returns clear permission responses—ALLOW, DISALLOW, or ABSTAIN—ensuring no downstream partner accidentally violates privacy mandates.
Example: Controlling Data Transmission Flow
Imagine a publisher with both US and EU users. Using a privacy module, data destined for US-based partners can be permitted if the activity matches CCPA requirements, while transmission to EU bidders is blocked unless GDPR consent is present. This rule-based gating happens before the impression opportunity even hits the market, minimizing compliance risk at the source.
Key Components of a PBS-Java Privacy Module
At its core, building a PBS-Java privacy module requires structuring code and configuration in a way that Prebid Server can recognize, execute, and manage over time. There are several building blocks every technical team needs to understand.
Directory Structure and Coding Standards
Privacy modules are grouped under specific Java packages to keep your implementation organized. Code should follow PBS-Java’s strict coding guidelines to maintain consistency and supportability. Precise directory placement ensures that configurations, implementations, and creators don’t get tangled—a mistake that can cause silent failures during deployment.
PrivacyModule and Rule Interfaces
Every privacy module implements the PrivacyModule interface, which requires a proceed(…) method. This method’s output—ALLOW, DISALLOW, or ABSTAIN—determines if an action (like sending a user ID or firing a pixel) is permitted. Strongly-typed, these results integrate tightly with the rest of PBS-Java’s activity infrastructure.
Lifecycle Management with PrivacyModuleCreator
How and when a privacy module instance is created matters. You may want a module to reload every time account settings change, live for the entire server lifecycle, or spin up on each request. These choices impact both configuration flexibility and system performance. The PrivacyModuleCreator interface handles instantiation and qualification, ensuring the right module version is used for each context.
Configuration and Integration: From Qualifier to Account Settings
To have real impact, a privacy module must be properly declared and exposed in both server configuration and per-account settings. There are a few critical steps publishers (and their devs) need to cover.
Defining and Qualifying Your Module
A unique module qualifier string (like ‘privacy.my-module’) is mandatory. This qualifier acts as both an identifier and a toggle across codebases, configs, and logging. Missing or misnaming qualifiers is a frequent cause of partial rollouts or silent failures.
Account-Level Configuration for Granular Control
Each privacy module is governed by an account config class, which lets you turn modules on/off per publisher, or even by app/site. This is how you provide specific exemptions or apply heightened restrictions for different partners. For example, an account config could specify that ‘Section X’ of the GPP string triggers a DISALLOW for audience segments, but all other activities are allowed.
Debugging and Analytics: Making Privacy Modules Traceable
One of the biggest operational pain points with privacy logic is visibility—knowing when and why something was blocked or allowed. PBS-Java encourages traceable, loggable modules for this reason.
Implementing Trace Logging
By making your privacy module implement the Loggable interface, you provide rich machine-readable logs for each invocation. These logs can be parsed by analytics adapters or troubleshooting tools, showing exactly which rule, input, and configuration led to a particular allow/deny decision. For ad ops teams, this visibility reduces time-to-resolution for privacy complaints or revenue anomalies.
What this means for publishers
Implementing custom privacy modules in PBS-Java gives publishers precise control over which user data is shared and with whom, directly within the header bidding flow. This operational flexibility minimizes regulatory and contractual risks while maximizing the ability to customize privacy enforcement per partner or inventory type. However, mistakes in configuration or module logic can lead to unintentional data leakage or unnecessary blocks, impacting both compliance and revenue.
Practical takeaway
For publishers and ad ops teams, investing the effort in a robust, well-documented privacy module is a direct defense against privacy violations and fines. Start by scoping your compliance requirements, then work closely with tech teams to map those into specific module logic.
Audit your directory structure and configuration to ensure your module loads correctly in every account context—run tests using PBS trace logs to verify the right activities are being allowed or blocked. Be prepared to iterate as regulations and partner demands evolve.
Ultimately, treating privacy modules as first-class citizens in your monetization stack not only reduces risk but can also unlock new opportunities with partners who demand more granular privacy controls.