Phishing Browser Extensions ML Frameworks

Chrome and Chromium browser extensions that detect phishing attacks and malicious websites in real-time using ML/heuristics. Does NOT include standalone phishing detection APIs, email-only security tools, or general fraud detection systems unrelated to browser-based threat prevention.

There are 38 phishing browser extensions frameworks tracked. The highest-rated is picopalette/phishing-detection-plugin at 45/100 with 80 stars.

Get all 38 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=phishing-browser-extensions&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Framework	Score	Tier	Stars	Language
1	picopalette/phishing-detection-plugin A lite chrome extension for detecting phishing sites using random forest classifier	45	Emerging	80	JavaScript
2	SKKU-SecLab/AdFlush AdFlush - A powerful ML-based blocker for browser.	37	Emerging	65	HTML
3	4darsh-Dev/CogniGaurd A web extension for identifying dark pattern on websites powered by Fine...	37	Emerging	21	Jupyter Notebook
4	charliegerard/dark-mode-clap-extension Chrome extension to toggle dark mode on Netlify by clapping hands 👏	34	Emerging	88	JavaScript
5	cprite/phishing-detection-ext "No Phishing" provides robust, real-time protection against phishing...	30	Emerging	14	Python
6	cshillrj46/SafeTalk-AI 🤖 Real-time WhatsApp Scam Detector powered by AI and automation – Protect...	28	Experimental	3	JavaScript
7	SurajSanap/IndShield IndShield is a web application designed to revolutionize industrial safety...	28	Experimental	5	CSS
8	moghimi/phishdetector Google Chrome extension for detecting phishing attacks. It is a rule-based...	27	Experimental	10	JavaScript
9	EduardoDePatta/stack-sift Chrome extension that classifies Sentry errors with in-browser ML. Trains...	25	Experimental	3	TypeScript
10	gilangcowokull/SnifTern.ai 🐙 SnifTern.ai is an AI-powered internship fraud detection platform built...	24	Experimental	2	Python
11	Aditya-G-22/Gmail-Phishing-Detector-Extension- AI/ML Powered Gmail phishing detection using NLP + URL analysis with...	23	Experimental	1	Python
12	sv54shivam84/Fake-Company-Verifier 🔍 Verify company legitimacy using free, public data sources to protect job...	22	Experimental	—	Java
13	Nirupam-Ghosh2004/Sentinel Privacy-first phishing & malware URL detector — dual ML engines (XGBoost +...	22	Experimental	—	Python
14	bhargava562/block-safe BlockSafe is an autonomous cognitive firewall protecting the human decision...	21	Experimental	2	Python
15	ArnabKumarRoy02/Phishing-attack-detection This project is our submission for the Kavach Hackathon 2023, in which we...	21	Experimental	13	Jupyter Notebook
16	Venkateeshh/DarkSurfer-Extension DarkPatternLLM is a project dedicated to detecting and combating dark...	20	Experimental	5	Jupyter Notebook
17	Mandar123454/Custom-Phishing-Detection-Chrome-Extension A modern Chrome extension that uses multi-layer detection (heuristics,...	19	Experimental	—	JavaScript
18	vneogi199/Phishing-detection-using-data-mining-Python A Chrome Extension that detects Phishing Websites and alerts the user...	18	Experimental	11	JavaScript
19	Cheat-Sheeps/chromium-extension Phishing detection extension for Chromium-based browsers using Deep Learning	17	Experimental	5	HTML
20	4darsh-Dev/dark_pattern_detector_app Dark Pattern Detection using fine Tuned BERT Model, powered by CogniGuard...	16	Experimental	4	Jupyter Notebook
21	RoopumDubey/shadow-chrome-extension AI-powered phishing detection Chrome extension using ML	14	Experimental	—	JavaScript
22	kenttibusiness/scamnet 🔍 Generate weak password dictionaries and high-concurrency scanning tools,...	14	Experimental	—	Shell
23	MirrorDNA-Reflection-Protocol/chetana-browser Chetana Browser Guard — Chrome extension for scam detection, WhatsApp scam...	14	Experimental	—	Python
24	MirrorDNA-Reflection-Protocol/chetana-site Chetana — Free AI scam checker for India. Check SMS, WhatsApp, links, UPI...	14	Experimental	—	TypeScript
25	Eyefell/tech_detector Detect and analyze over 65 web technologies and security settings in one...	14	Experimental	—	—
26	VISHUKS/RSC_Detector 🔍 Detect React Server Components and Next.js App Router fingerprints on web...	14	Experimental	—	—
27	AbdallahSalah003/PURE-ML A complete machine learning system for phishing URL detection	14	Experimental	—	Python
28	HariGanessh12/GeoShield-AI GeoShield-AI is an AI-powered parametric insurance platform specifically...	14	Experimental	—	TypeScript
29	Har-SHAW/ThreeEyes TriNethra is a comprehensive and intelligent virtual assistant that helps to...	14	Experimental	1	JavaScript
30	mrvaibhavbhardwaj/JobShield-AI JobShield AI – AI-powered system to detect fake job postings and protect job...	14	Experimental	—	Jupyter Notebook
31	SouptikTaran/Pacman 🛡️ Pacman – Browser extension to detect fake reviews, false timers & dark...	12	Experimental	1	JavaScript
32	AlexPowell9/Adclipse Adclipse is a perceptual ad blocker	12	Experimental	3	JavaScript
33	RishvinReddy/BioShield-MFA BioShield-MFA is an advanced Multi-Factor Authentication system integrating...	12	Experimental	1	TypeScript
34	JasonPham02/Phishing-Detector Detects phishing URLs using AI	11	Experimental	—	JavaScript
35	MiChaelinzo/Entra-Permission-Management-AI- The project above is a browser extension that uses machine learning to train...	11	Experimental	2	JavaScript
36	GamePointAnalytics/dark-pattern-detector An AI-powered Chrome extension that detects and highlights manipulative dark...	11	Experimental	—	JavaScript
37	WHITELOTUS4/chscdn.github.io Cavernous Hoax Scanner CDN (CHSCDN) is a web-based Content Delivery Network...	11	Experimental	—	JavaScript
38	jayakrishnagaddam/Deep_Sheild_ This is a Machine Learning applied Artificial intelligence project....	10	Experimental	1	HTML