Community-Based Phishing Detection Firefox

Community-Based Phishing Detection

Protect yourself from phishing websites in real-time using machine learning and community reports.

Features & Capabilities

Community-Based Phishing Detection automatically analyzes every website you visit and warns you if it's a phishing threat — before you enter any credentials.

How it works:

  • Every URL you visit is checked against a trained XGBoost ML model hosted on our secure server
  • URLs are also checked against Google Safe Browsing
  • Community-reported and admin-confirmed threats are instantly blocked for all users
  • A clear warning overlay appears if a phishing site is detected

Features:

  • Real-time phishing detection with safety score (1-10)
  • Community reporting — click "Report as Phishing" to flag suspicious sites
  • Admin-reviewed blocklist — only confirmed threats are added
  • No account needed — works automatically in the background
  • No personal data collected — only the current URL is analyzed

Powered by PhishDect: https://phishdect.ddns.net

User Growth & Download Statistics

Manifest V2 Add-on
By:
Ch Ram Charan Reddy
Daily users:
1
Rating:
5.00
(1)
Version:
1.0 Last updated: 2026-05-06
Version code:
6245439
Creation date:
2026-05-03
Risk:
Moderate risk impact High risk likelihood
Permissions:
Size:
1.02MB
Email:
ra*****@gmail.com
URLs:
Website
Full description:
See detailed description
Source:
Firefox Add-ons Store
Data ingested on:
2026-06-03
Compare stats and ranking:

Contact the developer

Chrome-Stats does not own this Firefox add-on. Please use these information below to contact the Firefox add-on developer.
Developed by:
Ch Ram Charan Reddy
Firefox Add-ons Store
https://addons.mozilla.org/firefox/addon/phishdect/
Email:
ra*****@gmail.com
Website:
https://phishdect.ddns.net

User Reviews

Amazing extension! It does exactly what it promises and is very intuitive.Hilghly recommend!! Great work Ch.Ram Charan Reddy
by Fi*****, 2026-05-06
View all user reviews ›

Is Community-Based Phishing Detection Safe?

Risk impact
Risk impact measures the level of extra permissions an extension has access to. A low risk impact extension cannot do much harms, whereas a high risk impact extension can do a lot of damage like stealing your password, bypassing your security settings, and accessing your personal data. High risk impact extensions are not necessarily malicious. However, if they do turn malicious, they can be very harmful.

Community-Based Phishing Detection requires a few sensitive permissions. Exercise caution before installing.

Risk impact analysis details
  • Critical Grants access to browser tabs, which can be used to track user browsing habits and history, presenting a privacy concern.
  • Medium ******* ****** ** *** ********* ******** ********
Risk likelihood
Risk likelihood measures the probability that a Firefox add-on may turn malicious. This is determined by the publisher and the Firefox add-on reputation on Firefox Add-ons Store, the amount of time the Firefox add-on has been around, and other signals about the Firefox add-on. Our algorithms are not perfect, and are subject to change as we discover new ways to detect malicious extensions. We recommend that you always exercise caution when installing a Firefox add-on.

Community-Based Phishing Detection is recently added, and hasn't been around long enough for us to gather enough data to accurately assess its risk level.

Risk likelihood analysis details
  • High This extension was recently updated in the past month. New updates may not be stable or safe.
  • High **** ********* *** *** **** ****** ********* ********** *** *** ** ****** ** *****
  • Medium **** ********* *** ***** ** *** **** * ******* *** ********** *** *** ** ****** ** *****
  • Good **** ********* *** **** **** *******
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