Learned Spam Intelligence

ShieldPress continuously improves its detection using a self-learning system. It stores patterns from detected spam and uses them to block future attacks.

ShieldPress Auto Learning settings Overview

Automatic Learning

Every confirmed spam submission contributes to your site's spam intelligence database.

This makes ShieldPress smarter over time without manual effort.

Admin Review Controls

You can review learned entries and manage them.

Approve valid entries
Remove false positives
Whitelist safe entries

Whitelist Management

Whitelist ensures trusted users are never blocked by spam filters.

You can whitelist:

Email addresses
Domains
IP addresses

Use Case:
If a genuine customer is being blocked mistakenly, add them to whitelist.

Avoid overusing whitelist — it can weaken protection if misused.

Auto Expiry System

Old data is automatically cleaned to keep the system efficient.

Prevents database bloat and keeps performance optimal.

When to Use Manual Cleanup

If you accidentally learned wrong data, remove it manually.

Best Practices

✔ Periodically review learned data
✔ Remove false positives quickly
✔ Let auto-learning handle most cases

Want better spam accuracy?

Optimize Settings

ShieldPress Documentation