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!

miniOrange

miniorange

<p>Limit Login Attempts provides a comprehensive security package to secure your site. We provide  Limit login attempts, Brute force Protection, Google reCAPTCHA, Spam Protection, Rename Login URL, IP blocking, DOS protection, Login Security, Rate Limiting, and traffic blocking to secure your site against bots.<br />
Limit Login Attempts will protect from the advanced brute force by Limit login, Ip blocking, rename login URL, and protection from spam/bot by Google Recaptcha.</p>
<h4>Features :-</h4>
<h4>LIMIT LOGIN ATTEMPTS</h4>
<p>Limit Login Attempts to protect your site from attacks that try to gain access/login to a site with random usernames and passwords. A Brute Force Attack is the simplest kind of method to gain access to a website. You can limit the login attempts made by an IP and block it as well. <a href="https://security.miniorange.com/login-and-spam-protection/" rel="nofollow ugc">Limit Login Attempts</a></p>
<h4>LOGIN SECURITY</h4>
<p>We help you protect your website against brute force login attacks by blocking an IP address of the hacker after a specified limit of failed login attempts.<br />
When using Limit Login Attempts, you can block the user after certainly failed login attempts thus providing extra login security.</p>
<h4>SPAM PROTECTION</h4>
<p><a href="https://security.miniorange.com/login-and-spam-protection/" rel="nofollow ugc">Spam protection</a> protects your site using Google reCAPTCHA.</p>
<h4>Rename Login URL</h4>
<p>Every website has default login URLs, which all hackers, bots, and malicious attackers are aware of. Once they reach your login page, they only need to guess your password to gain access, which is why protecting your site’s login page by Rename login URL is critical for its security.</p>
<h4>Google Recaptcha</h4>
<p>Google Recaptcha secures you from Brute force attacks on the login and registration page.</p>
<h4>BRUTE FORCE ATTACKS PROTECTION</h4>
<p>By default, WordPress allows users to try different passwords as many times as they want, this is also known as a brute force attack. However, you can change this and add an extra layer of login security to protect your site.<br />
Brute Force Limit Login Protection with IP Blocking security help you monitor login attempts from your users and hackers. We keep track of user’s login attempts and we send alerts to administrators for unusual activities if someone exceeds allowed failed login attempts.</p>
<h4>BLOCK REGISTRATIONS FROM FAKE USERS</h4>
<p>Spam protection of Limit Login Attempts helps you detect suspicious email addresses instantly and provides a means for effective spam protection.<br />
* Realtime Global IP blocking  – It protects your website from malicious IPs and lets the genuine traffic on your WordPress.<br />
* Rate Limiting  – It controls the number of incoming requests from a specific IP to your website<br />
* Login Security – Limit Login Attempts and track user login attempts<br />
* Anti Spam Protection: Spam protection protects your website from spammers by using  google Recaptcha for comments<br />
* User Registration Security – Disallow Disposable / Fake email addresses<br />
* Brute Force Login / Attacks Protection (Login Security)  – We keep track of users’ login attempts and we send alerts to administrators for unusual activities if someone exceeds allowed failed login attempts.<br />
* IP Blocking – Manual and automatic blocking of IPs ( Blacklisting and whitelisting included ).<br />
* Protection for WordPress files – We provide you the option to prevent access to users from browsing directory content and editing files from WP Dashboard (Themes and plugins).<br />
* Google reCAPTCHA protection for login, and registration.</p>
<h4>Advanced Features :-</h4>
<ul>
<li>Advanced Blocking  – Block users based on: IP range, Country, Browser / User-Agent, Referer, and HostName (DNS)</li>
<li>Htaccess Website Security Protection- Secure your website from unintended users with access website security protection which blocks user requests on the server(apache) level. <a href="https://security.miniorange.com/htaccess-vs-plugin-level-firewall-on-wordpress/" rel="nofollow ugc">htaccess vs firewall</a></li>
<li>Comment SPAM Filter and Site SPAM Check/Spam Protection – We check if your website is generating SPAM to protect your website from getting blocked by search engines.</li>
<li>SPAM Protection and google reCAPTCHA for comments – Google reCAPTCHA protects your website from spam and abuse. Google reCAPTCHA uses an advanced risk analysis engine and adaptive google reCAPTCHAs to keep automated software from engaging in abusive activities on your site.</li>
<li>Notification to admin and end users  – Send Email Alerts for IP blocking and unusual activities with a user account</li>
<li>DOS (Denial of service) attacks protection   – Protect your resources from DOS attacks by slowing down attackers by delaying response and increasing delay in each of his requests and eventually blocking them entirely.</li>
<li>Country Blocking –   If you have a website that gets inundated with SPAM or hacking attempts from visitors or bots originating from certain countries we can help you block those attempts.</li>
</ul>


Limit Login Attempts

Unable to use this plugin without registration. You should mention it in description. I have to give one star to this app, because that's not a fair play.

Account required

Limit Login Attempts with IP blocking, brute force protection, Google recaptcha on login as well as registration from spam protection, rename login ur …

SpamBanana – AI Spam Protection vs Limit Login Attempts