famaserver

<p>SpamBanana uses advanced Machine Learning (Logistic Regression + TF-IDF) to detect spam comments. Accuracy improves over time with admin feedback, reaching up to 99% after 2M feedbacks. No annoying CAPTCHAs needed!</p>
<h4>Features</h4>
<ul>
<li>AI-Powered Detection with Machine Learning</li>
<li>Accuracy improves over time (up to 99% with feedback)</li>
<li>Real-time Dashboard with Statistics</li>
<li>GeoIP Country Blocking</li>
<li>Admin Feedback System to improve AI</li>
<li>No CAPTCHA Required</li>
<li>Fast & Lightweight</li>
<li>Secure HMAC-SHA256 Authentication</li>
</ul>
<h4>How It Works</h4>
<ol>
<li>Install and activate the plugin</li>
<li>Get your free API keys from spambanana.com</li>
<li>Enter API keys in Settings</li>
<li>All comments are automatically checked</li>
<li>Provide feedback to improve AI accuracy</li>
</ol>
<h4>Admin Feedback System</h4>
<p>Help improve the AI by providing feedback on spam detection:<br />
* Mark false positives as “Not Spam”<br />
* Mark false negatives as “Spam”<br />
* AI learns from your feedback<br />
* Accuracy improves over time</p>
<h4>GeoIP Blocking</h4>
<p>Block spam by country:<br />
* Real-time IP geolocation<br />
* Select countries to block<br />
* Cached for performance</p>
<h4>Dashboard & Statistics</h4>
<ul>
<li>Total comments checked</li>
<li>Spam blocked count</li>
<li>Daily trends (7-90 days)</li>
<li>Top spam sources</li>
<li>Beautiful charts</li>
</ul>
<h3>External Services</h3>
<p>This plugin relies on external services to provide spam detection and geolocation features. Below is detailed information about each service:</p>
<h4>SpamBanana API (api.spambanana.com)</h4>
<p><strong>What it does:</strong> Analyzes comments using Machine Learning (Logistic Regression + TF-IDF) to detect spam.</p>
<p><strong>When data is sent:</strong> Every time a comment is submitted on your WordPress site (unless the user is logged in and you’ve disabled checking for logged-in users).</p>
<p><strong>What data is sent:</strong><br />
* Comment content (text)<br />
* Comment author name<br />
* Comment author email<br />
* Comment author IP address<br />
* Comment author website URL (if provided)<br />
* User agent string</p>
<p><strong>Why it’s needed:</strong> WordPress servers have limited resources. By processing spam detection on our dedicated ML servers, we:<br />
* Reduce load on your WordPress server<br />
* Provide faster spam detection<br />
* Use advanced Machine Learning models that would be too resource-intensive to run locally<br />
* Continuously improve accuracy through centralized learning from millions of comments<br />
* Reduce AI costs for users by sharing infrastructure</p>
<p><strong>Data retention:</strong> Comment data is stored temporarily for analysis and learning. Spam detection results are kept to improve the ML model accuracy over time.</p>
<p><strong>Privacy & Terms:</strong><br />
* Service Terms: https://spambanana.com/terms<br />
* Privacy Policy: https://spambanana.com/privacy<br />
* The service is GDPR compliant<br />
* No personal data is sold or shared with third parties</p>
<h4>IP-API.com (ip-api.com)</h4>
<p><strong>What it does:</strong> Provides geolocation data (country) based on IP addresses for the GeoIP blocking feature.</p>
<p><strong>When data is sent:</strong> Only when GeoIP blocking is enabled in settings, and only for new IP addresses not in cache (cached for 7 days).</p>
<p><strong>What data is sent:</strong><br />
* Visitor’s IP address only</p>
<p><strong>Why it’s needed:</strong> To identify the country of origin for comments, allowing you to block spam from specific countries if desired.</p>
<p><strong>Privacy & Terms:</strong><br />
* Service website: http://ip-api.com<br />
* Terms of Service: https://ip-api.com/docs/legal<br />
* This is a free service with rate limiting (45 requests per minute)</p>
<h3>Privacy Policy</h3>
<p><strong>User Data Protection:</strong><br />
* All data transmission uses secure HTTPS connections<br />
* Data is only sent when actively processing comments<br />
* Users can disable the plugin at any time to stop data transmission<br />
* GeoIP feature is optional and can be disabled<br />
* No tracking cookies or scripts are added to your site<br />
* GDPR compliant</p>
<h3>Support</h3>
<ul>
<li>Support: info@famaserver.com</li>
<li>Support: support@spambanana.com</li>
<li>Website: https://spambanana.com</li>
</ul>
<h3>Credits</h3>
<p>Developed by FamaServer Team<br />
Website: https://famaserver.com</p>


SpamBanana – AI Spam Protection

AI-powered spam detection for WordPress. Accuracy improves over time, reaching up to 99% with feedback. No CAPTCHA required!

Matthias Pfefferle

Bernhard Kau

Pascal Birchler

Simon Kraft

pluginkollektiv

websupporter

Torsten Landsiedel

Florian Brinkmann

Alain Schlesser

<p>Say Goodbye to comment spam on your WordPress blog or website. <em>Antispam Bee</em> blocks spam comments and trackbacks effectively, without captchas and without sending personal information to third party services. It is free of charge, ad-free and 100% GDPR compliant.</p>
<h3>Feature/Settings Overview</h3>
<ul>
<li>Trust approved commenters.</li>
<li>Trust commenters with a Gravatar.</li>
<li>Consider the comment time.</li>
<li>Allow comments only in a certain language.</li>
<li>Block or allow commenters from certain countries.</li>
<li>Treat BBCode links as spam.</li>
<li>Use regular expressions.</li>
<li>Search local spam database for commenters previously marked as spammers.</li>
<li>Notify admins by e-mail about incoming spam.</li>
<li>Delete existing spam after n days.</li>
<li>Limit approval to comments/pings (will delete other comment types).</li>
<li>Select spam indicators to send comments to deletion directly.</li>
<li>Optionally exclude trackbacks and pingbacks from spam detection.</li>
<li>Optionally spam-check comment forms on archive pages.</li>
<li>Display spam statistics on the dashboard, including daily updates of spam detection rate and a total of blocked spam comments.</li>
</ul>
<h3>Support</h3>
<ul>
<li>Community support via the <a href="https://wordpress.org/support/plugin/antispam-bee" rel="ugc">support forums on wordpress.org</a></li>
<li>Read <a href="https://antispambee.pluginkollektiv.org/documentation/" rel="nofollow ugc">the documentation</a></li>
<li>We don’t handle support via e-mail, Twitter, GitHub issues etc.</li>
</ul>
<h3>Contribute</h3>
<ul>
<li>Active development of this plugin is handled <a href="https://github.com/pluginkollektiv/antispam-bee" rel="nofollow ugc">on GitHub</a>.</li>
<li>Pull requests for documented bugs are highly appreciated.</li>
<li>If you think you’ve found a bug (e.g. you’re experiencing unexpected behavior), please post at the <a href="https://wordpress.org/support/plugin/antispam-bee" rel="ugc">support forums</a> first.</li>
<li>If you want to help us translate this plugin you can do so <a href="https://translate.wordpress.org/projects/wp-plugins/antispam-bee" rel="nofollow ugc">on WordPress Translate</a>.</li>
</ul>
<h3>Credits</h3>
<ul>
<li>Author: <a href="https://sergejmueller.github.io/" rel="nofollow ugc">Sergej Müller</a></li>
<li>Maintainers: <a href="https://pluginkollektiv.org" rel="nofollow ugc">pluginkollektiv</a></li>
</ul>


Antispam Bee


Using it since years and had no spam in my blog ever. Simple, clean, works.


Best Antispam Plugin


I've tested this plugin and seems to working very well. Most spam comments are gone, some of them (just a little) are able to avoid spam filters.



There is something need to be fixed and I'm already posted in support forum. I hope that it will be fixed soon.


Very good spam filter plugin.


Works quite well without calling out to a remote service, and doesn't require your visitors to be using JavaScript. (Seriously, I posted a test comment using Dillo and it showed up in the moderation queue!) No need to deal with API keys or licensing.



There are some optional tactics that will call a remote service for things like language identification, but so far it's doing the job fine without them!



The only problem I've had with it is that it only acts on comments, not on other features like contact forms.


Privacy-friendly spam filter

Sophisticated antispam plugin for effective daily comment and trackback spam-fighting. Built with data protection and privacy in mind.

SpamBanana – AI Spam Protection vs Antispam Bee