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!

bestwebsoft

<p><strong>Captcha by BestWebSoft</strong> is the premier spam protection and security plugin for WordPress, designed to safeguard your website’s forms from spam and malicious submissions. This plugin provides robust protection for login, registration, password recovery, comments, WooCommerce checkout, and custom forms using advanced captcha solutions, including Math captcha and OCR-friendly captcha.</p>
<p>Enhance your website’s security and user experience with versatile captcha options that are easy to set up and manage, ensuring uninterrupted protection against spam without the need for code modifications. Choose from Invisible captcha, Character recognition captcha, and Slide captcha to customize your protection strategy. Block bots effectively with powerful math-based challenges or smooth, user-friendly sliding interactions.</p>
<p>Captcha by BestWebSoft integrates seamlessly with popular plugins and is optimized for spam protection on WordPress forms, making it ideal for WooCommerce, Contact Form 7, and other integrations. Secure your site today with a lightweight, fast, and reliable solution that prioritizes both security and user experience.</p>
<p><strong>Stop spam now with the most effective WordPress captcha solution!</strong></p>
<p><a href="https://bestwebsoft.com/demo-for-captcha/?ref=readme" rel="nofollow ugc">View Demo</a></p>
<h4>Free Features</h4>
<ul>
<li>Add captcha to:
<ul>
<li>Login form</li>
<li>Registration form</li>
<li>Reset password form</li>
<li>Comments form</li>
<li>Protected post password form</li>
<li><a href="https://bestwebsoft.com/products/wordpress/plugins/contact-form/?k=7f973058ee3bd3a18934b5e13b857d6f" rel="nofollow ugc">Contact Form</a></li>
<li><a href="https://bestwebsoft.com/products/wordpress/plugins/car-rental-v2/?k=9feda3ea8564e0b0707c5434786ddf24" rel="nofollow ugc">Car Rental V2 Pro</a></li>
<li>Custom form</li>
</ul>
</li>
<li>Choose Captcha type:
<ul>
<li>Invisible</li>
<li>Character Recognition</li>
<li>Simple math actions such as addition, subtraction, and multiplication</li>
<li>Slide captcha</li>
</ul>
</li>
<li>Enhance captcha protection with:
<ul>
<li>Letters</li>
<li>Numbers</li>
<li>Images</li>
</ul>
</li>
<li>Hide captcha for:
<ul>
<li>Registered users in comments form</li>
</ul>
</li>
<li>Set captcha submission time limit</li>
<li>Settings for displaying captchas by Weekdays and Hours</li>
<li>Refresh captcha option</li>
<li>Edit captcha title and notifications</li>
<li>Compatible with latest WordPress version</li>
<li>Incredibly simple settings for fast setup without modifying code</li>
<li>Detailed step-by-step documentations and videos</li>
<li>Multilingual and RTL ready</li>
<li>Force Strong Passwords</li>
</ul>
<blockquote>
<p><strong>Pro Features</strong></p>
<p>All features from Free version included plus:</p>
<ul>
<li>Compatible with :
<ul>
<li>Contact Form 7 (since v 3.4)</li>
<li><a href="https://bestwebsoft.com/products/wordpress/plugins/subscriber/?k=ac02c12d6e17bc91f4cc636eec0a0348" rel="nofollow ugc">Subscriber</a></li>
<li>Jetpack contact form</li>
<li>MailChimp for WordPress</li>
<li>Ninja Forms</li>
<li>Gravity Forms</li>
<li>WPForms</li>
<li>Caldera Forms</li>
<li>Formidable Contact Form</li>
<li>MemberPress</li>
</ul>
</li>
<li>Compatible with WooCommerce:
<ul>
<li>Login form</li>
<li>Register form</li>
<li>Lost password form</li>
<li>Checkout billing form</li>
</ul>
</li>
<li>Compatible with bbPress:
<ul>
<li>New Topic form</li>
<li>Reply form</li>
</ul>
</li>
<li>Compatible with BuddyPress:
<ul>
<li>Registration form</li>
<li>Comments form</li>
<li>Create a Group form</li>
</ul>
</li>
<li>Compatible with Forums – wpForo:
<ul>
<li>Login form</li>
<li>Registration form</li>
<li>New Topic form</li>
<li>Reply form</li>
</ul>
</li>
<li>Compatible with Divi :
<ul>
<li>Contact Form</li>
<li>Login Form</li>
</ul>
</li>
<li>Compatible with LearnDash login:
<ul>
<li>Login form</li>
<li>Registration form</li>
</ul>
</li>
<li>Compatible with BuddyBoss:
<ul>
<li>Registration form</li>
</ul>
</li>
<li>Compatible with Elementor Pro:
<ul>
<li>Elementor Contact form [NEW]</li>
</ul>
</li>
<li>Compatible with BWS Login Register Form:
<ul>
<li>Login form</li>
<li>Registration form</li>
<li>Forgot Password form</li>
</ul>
</li>
<li>Compatible with Easy Digital Downloads Form:
<ul>
<li>Login form</li>
<li>Registration form</li>
<li>Forgot Password form</li>
</ul>
</li>
<li>Hide captcha for:
<ul>
<li>Allowed IP addresses</li>
</ul>
</li>
<li>Merge IP addresses from <a href="https://bestwebsoft.com/products/wordpress/plugins/limit-attempts/?k=a9ab60b2d4016ae9c809733d84012988" rel="nofollow ugc">Limit Attempts</a> plugin with Captcha Allow List</li>
<li>Configure all subsites on the network</li>
<li>Captcha submission time limit for separate forms</li>
<li>Image packages with hand-drawn digits</li>
<li>Add and enable unlimited number of image packages at the same time</li>
<li>Edit Slide captcha appearance</li>
<li>Block disposable emails</li>
<li>Add custom code via plugin settings page</li>
<li>Get answer to your support question within one business day (<a href="https://bestwebsoft.com/support-policy/" rel="nofollow ugc">Support Policy</a>)</li>
</ul>
</blockquote>
<p><a href="https://bestwebsoft.com/products/wordpress/plugins/captcha/?k=2d2d85a3c277bf3489697c9a9ff2d352" rel="nofollow ugc"><strong>Upgrade to Pro Now</strong></a></p>
<p>If you have feature suggestions or ideas you’d like to see in the plugin, we’d love to hear from you! <a href="https://support.bestwebsoft.com/hc/en-us/requests/new" rel="nofollow ugc">Suggest a Feature</a></p>
<h4>Documentation & Videos</h4>
<ul>
<li><a href="https://bestwebsoft.com/documentation/captcha/captcha-user-guide/" rel="nofollow ugc">[Doc] User Guide</a></li>
<li><a href="https://bestwebsoft.com/documentation/how-to-install-a-wordpress-product/how-to-install-a-wordpress-plugin/" rel="nofollow ugc">[Doc] Installation</a></li>
<li><a href="https://bestwebsoft.com/documentation/how-to-purchase-a-wordpress-plugin/how-to-purchase-wordpress-plugin-from-bestwebsoft/" rel="nofollow ugc">[Doc] Purchase</a></li>
<li><a href="https://www.youtube.com/watch?v=r0Noz2bYAq8" rel="nofollow ugc">[Video] Purchase, Installation, Configuration Tutorial</a></li>
<li><a href="https://www.youtube.com/watch?v=5UyK8tS3oqM" rel="nofollow ugc">[Video] User Guide</a></li>
</ul>
<h4>Help & Support</h4>
<p>Visit our <a href="https://support.bestwebsoft.com/" rel="nofollow ugc">Help Center</a> if you have any questions; our friendly Support Team is ready to assist you.</p>
<h4>Affiliate Program</h4>
<p>Earn a 20% commission by selling premium WordPress plugins and themes by BestWebSoft — <a href="https://bestwebsoft.com/affiliate/" rel="nofollow ugc">Join the Affiliate Program</a></p>
<h4>Translation</h4>
<ul>
<li>Arabic (ar_AR) (thanks to Albayan Design Hani Aladoli)</li>
<li>Bangla (bn_BD) (thanks to <a href="mailto:mehdi.akram@gmail.com" rel="nofollow ugc">SM Mehdi Akram</a>, www.shamokaldarpon.com)</li>
<li>Belarusian (bel) (thanks to <a href="mailto:natasha.diatko@gmail.com" rel="nofollow ugc">Natasha Diatko</a>)</li>
<li>Brazilian Portuguese (pt_BR) (thanks to <a href="mailto:brenojac@gmail.com" rel="nofollow ugc">Breno Jacinto</a>, www.iconis.org.br)</li>
<li>Bulgarian (bg_BG) (thanks to <a href="mailto:paharaman@gmail.com" rel="nofollow ugc">Nick</a>)</li>
<li>Catalan (ca) (thanks to <a href="mailto:psiete@gmail.com" rel="nofollow ugc">Psiete</a>)</li>
<li>Chinese (zh_CN) (thanks to <a href="mailto:416441872@qq.com" rel="nofollow ugc">TIM</a>, <a href="mailto:beijingtours@foxmail.com" rel="nofollow ugc">Jack Chen</a>, www.jackchen.im)</li>
<li>Taiwan (zh_TW) (thanks to <a href="mailto:ch.unk.ai.ma.o@gmail.com" rel="nofollow ugc">Kaiconan</a>)</li>
<li>Croatian (hr) (thanks to <a href="mailto:daniel@croteh.com" rel="nofollow ugc">Daniel</a>)</li>
<li>Czech (cs_CZ) (thanks to <a href="mailto:kucerami@gmail.com" rel="nofollow ugc">Michal Kučera</a> www.n0lim.it)</li>
<li>Danish (da_DK) (thanks to Byrial Ole Jensed)</li>
<li>Dutch (nl_NL) (thanks to <a href="mailto:byrial@vip.cybercity.dk" rel="nofollow ugc">Bart Duineveld</a>)</li>
<li>Estonian (et) (thanks to Ahto Tanner)</li>
<li>Greek (el) (thanks to Aris, www.paraxeno.net)</li>
<li>Farsi/Persian (fa_IR) (thanks to <a href="mailto:mostafaasadi73@gmail.com" rel="nofollow ugc">Mostafa Asadi</a>, www.ma73.ir, <a href="mailto:Morteza.Gholami@Yahoo.Com" rel="nofollow ugc">Morteza Gholami</a>)</li>
<li>Finnish (fi) (thanks to Mikko Sederholm)</li>
<li>French (fr_FR) (thanks to Martel Benjamin, <a href="mailto:lcapronnier@yahoo.com" rel="nofollow ugc">Capronnier luc</a>)</li>
<li>German (de_DE) (thanks to Thomas Hartung, <a href="mailto:lothar.schiborr@web.de" rel="nofollow ugc">Lothar Schiborr</a>)</li>
<li>Hebrew (he_IL) (thanks to Sagive SEO)</li>
<li>Hindi (hi_IN) (thanks to <a href="mailto:ash.pr@outshinesolutions.com" rel="nofollow ugc">Outshine Solutions</a>, www.outshinesolutions.com)</li>
<li>Hungarian (hu_HU) (thanks to <a href="mailto:solarside09@gmail.com" rel="nofollow ugc">Peter Aprily</a>)</li>
<li>Japanese (ja) (thanks to Foken)</li>
<li>Indonesian (id_ID) (thanks to <a href="mailto:nasroel@al-badar.net" rel="nofollow ugc">Nasrulhaq Muiz</a>, www.al-badar.net)</li>
<li>Italian (it_IT) (thanks to <a href="mailto:marco@blackstudio.it" rel="nofollow ugc">Marco</a>)</li>
<li>Latvian (lv) (thanks to <a href="mailto:juris.o@gmail.com" rel="nofollow ugc">Juris O</a>)</li>
<li>Lithuanian (lt_LT) (thanks to <a href="mailto:arnas.metal@gmail.com" rel="nofollow ugc">Arnas</a>)</li>
<li>Norwegian (nb_NO) (thanks to Tore Hjartland)</li>
<li>Polish (pl_PL) (thanks to Krzysztof Opuchlik)</li>
<li>Portuguese (pt_PT) (thanks to <a href="mailto:jp.jp@sapo.pt" rel="nofollow ugc">João Paulo Antunes</a>)</li>
<li>Romanian (ro_RO) (thanks to Ciprian)</li>
<li>Russian (ru_RU)</li>
<li>Serbian (sr_RS) (thanks to Radovan Georgijevic)</li>
<li>Slovak (sk_SK) (thanks to Branco Radenovich)</li>
<li>Slovenian (sl_SI) (thanks to <a href="mailto:uros.klopcic@gmail.com" rel="nofollow ugc">Uroš Klopčič</a>, www.klopcic.net)</li>
<li>Spanish (es_ES)</li>
<li>Swedish (sv_SE) (thanks to Christer Rönningborg, <a href="mailto:blittan@xbmc.org" rel="nofollow ugc">Blittan</a>)</li>
<li>Tagalog (tl) (thanks to <a href="mailto:rjalali@languageconnect.net" rel="nofollow ugc">Roozbeh Jalali</a>, www.languageconnect.net)</li>
<li>Turkish (tr_TR) (thanks to Can Atasever, www.canatasever.com)</li>
<li>Ukrainian (uk)</li>
<li>Vietnamese (vi_VN) (thanks to NDT Solutions)</li>
</ul>
<p>Some translations may be incomplete. We continuously add new features that require translation. To create or update a language pack, send the text of PO and MO files to <a href="https://support.bestwebsoft.com/hc/en-us/requests/new" rel="nofollow ugc">BestWebSoft</a>. Download the latest Poedit version <a href="https://www.poedit.net/download.php" rel="nofollow ugc">here</a>.</p>
<h4>Recommended Plugins</h4>
<ul>
<li><a href="https://bestwebsoft.com/products/wordpress/plugins/limit-attempts/?k=c6b924d096b75a288daf0e49a58f93c2" rel="nofollow ugc">Limit Attempts</a> — Protect your WordPress site against brute force attacks by limiting login attempts.</li>
<li><a href="https://bestwebsoft.com/products/wordpress/plugins/updater/?k=0864088de1701a5e104ffb77c6d7011c" rel="nofollow ugc">Updater</a> — Automatically check and update your WordPress core, plugins, and themes to the latest versions.</li>
<li><a href="https://bestwebsoft.com/products/wordpress/plugins/contact-form/?k=7f973058ee3bd3a18934b5e13b857d6f" rel="nofollow ugc">Contact Form</a> — A simple and essential contact form plugin for any WordPress site.</li>
<li><a href="https://bestwebsoft.com/products/wordpress/plugins/subscriber/?k=2ce0827916414c9c8576110f13560030" rel="nofollow ugc">Subscriber</a> — Add an email newsletter sign-up form to WordPress posts, pages, and widgets. Collect and manage subscriber data effectively.</li>
</ul>
<h4>Credits</h4>
<ul>
<li>This plugin includes a license verification mechanism to ensure the authenticity of your license key and provide access to premium features and updates. The verification process involves securely connecting to our external service hosted on the BestWebSoft website: <a href="https://bestwebsoft.com" rel="nofollow ugc">BestWebSoft</a>.</li>
<li><a href="https://bestwebsoft.com/privacy-policy/" rel="nofollow ugc">Privacy Policy</a></li>
<li><a href="https://bestwebsoft.com/end-user-license-agreement/" rel="nofollow ugc">End User License Agreement</a></li>
</ul>


Captcha by BestWebSoft – Advanced Spam Protection, Math & OCR-Friendly Captcha for Site Forms

thanks

1 The Ultimate Spam Protection Plugin Using Captcha for WordPress Forms.

SpamBanana – AI Spam Protection vs Captcha by BestWebSoft – Advanced Spam Protection, Math & OCR-Friendly Captcha for Site Forms