# Community-Based Phishing Detection

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

Canonical page: [https://chrome-stats.com/d/phishdect](https://chrome-stats.com/d/phishdect)

## Overview

- **ID:** `phishdect`
- **Platform:** Firefox
- **Type:** Firefox add-on
- **Status:** Available
- **Publisher:** Ch Ram Charan Reddy
- **Category:** privacy-security
- **Rating:** 5.00 / 5 (1 ratings)
- **Version:** 1.0
- **Last updated:** 2026-05-06
- **First published:** 2026-05-03
- **Size:** 1.02 MB
- **Data as of:** 2026-09-13
- **Store listing:** [Firefox Add-ons Store](https://addons.mozilla.org/firefox/addon/phishdect/)
- **Website:** [https://phishdect.ddns.net](https://phishdect.ddns.net/)

## Description

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

<strong>How it works:</strong>
- 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

<strong>Features:</strong>
- 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

<strong>Powered by PhishDect:</strong> <a href="https://prod.outgoing.prod.webservices.mozgcp.net/v1/e85e40e561c2dc03d8c757a42524f84f6c92cb26ec83209017cba0fefde05d39/https%3A//phishdect.ddns.net" rel="nofollow">https://phishdect.ddns.net</a>

## Rankings

- #130,200 — Overall
- #187 — community

## Permissions and access

### Permissions

- `tabs`
- `activeTab`
- `https://phishdect.ddns.net/*`

## Safety

- **Risk impact:** Moderate risk impact
- **Risk likelihood:** High risk likelihood

### Analysis details

- Grants access to browser tabs, which can be used to track user browsing habits and history, presenting a privacy concern.
- This extension website URL may be invalid

> Some risk analysis details are omitted from this free response. [Upgrade to view the full analysis](https://chrome-stats.com/pricing).

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Source: [Chrome-Stats](https://chrome-stats.com/d/phishdect)