Spam Detection ML ML Frameworks

Machine learning projects for classifying emails, SMS, and messages as spam or legitimate. Includes datasets, models, and web/cloud deployments. Does NOT include general content moderation, NSFW detection, or fraud detection systems.

There are 80 spam detection ml frameworks tracked. The highest-rated is jan-janssen/gmailsorter at 46/100 with 19 stars.

Get all 80 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	jan-janssen/gmailsorter Similarity based email sorting for Google Mail using RandomForest classifiers	46	Emerging	19	Python
2	adamspd/spam-detection-project Spam-Detector-AI is a Python package for detecting and filtering spam...	44	Emerging	35	Python
3	shukur-alom/Spam_mail_detector_using_ML This Model can detectany kind of spam mail. Here i use ML Algorithm. If use...	43	Emerging	48	Python
4	kanagalingamsm/Email-Spam-Detection Email Spam Detection using Machine Learning	40	Emerging	18	Jupyter Notebook
5	KalyanM45/Spam-Email-Detection This repository contains a Python script that uses various machine learning...	38	Emerging	22	Jupyter Notebook
6	Apaulgithub/oibsip_taskno4 A data science project aimed at creating a machine learning-based email spam...	36	Emerging	45	Jupyter Notebook
7	ShehanSanjula/Spam-Email-Filtering-System-Public End-to-end implementation of Spam Detection in Email using Machine Learning,...	35	Emerging	13	HTML
8	MakarMS/py-spam-hunter-client A Python client for SpamHunter API to check messages for spam probability.	34	Emerging	3	Python
9	ekramasif/SMS-Spam-Prediction-Using-BERT SMS Spam Prediction Using Bidirectional Encoder Representations from Transformers	34	Emerging	6	Jupyter Notebook
10	kanagalingamcse/email-spam-detection One of the primary methods for spam mail detection is email filtering. It...	33	Emerging	5	Jupyter Notebook
11	mrktsm/spamurai Chrome extension that uses AI to enhance Gmail’s spam filtering	32	Emerging	4	TypeScript
12	HarshOza36/Project_X-CyberSecurityInitiative This project is used for classification of SMS and Email spam.It has a full...	31	Emerging	14	JavaScript
13	realprogrammersusevim/email-dataset An email spam and ham dataset perfect for Machine Learning and data science	31	Emerging	3	—
14	disklosr/spotd Extracts singature blocks from emails	30	Emerging	2	TypeScript
15	kishan-1721/SMS-Spam-Detection This is a SMS Spam Detection Project with Streamlit	30	Emerging	11	Jupyter Notebook
16	blakejakopovic/nostr-spam-detection An experiment in building a machine learning model to label Nostr spam...	29	Experimental	24	Jupyter Notebook
17	shrudex/sms-spam-detection This repository contains a machine learning model that predicts SMS spam,...	28	Experimental	6	Jupyter Notebook
18	MohammadrezaAmani/HamSpam persian Ham Spam detector with python, hazm, nltk and nlp.	28	Experimental	15	Python
19	HassanMSh/SMS-SPAM-FILTER Senior Project	26	Experimental	7	Jupyter Notebook
20	iliyaML/naive-bayes-spam-detector A progressive web app (PWA) that detects spam messages using the Naive Bayes...	25	Experimental	3	JavaScript
21	subhadipsinha722133/Emails-Spam-Checking-Web_App 🤖 Streamlit App Spam Emails Classification Project Deep Learning 🔥	24	Experimental	4	Jupyter Notebook
22	muqadasejaz/Email-Spam-Classifier A machine learning project that uses Logistic Regression to classify emails...	24	Experimental	4	Jupyter Notebook
23	jainish-jain/Spam-comment-detector-with-flask This repository is based on the flask framework web application, with the...	23	Experimental	2	JavaScript
24	brendaalcantara/gambling-detector Open-source ML classifier for gambling domain detection. TFLite, Python, TensorFlow.	23	Experimental	1	Python
25	Dev228-afk/Spam-Classifier-Deployment WebApp that Predicts whether provided Text is Spam or Ham	23	Experimental	3	HTML
26	AyushSingh360/Neural-Network-SMS-Text-Classifier Real-time SMS text classification using Neural Networks and Deep Learning....	22	Experimental	5	TypeScript
27	snehalathaArakkonam/email_spam_detection Machine learning project that detects whether an email is spam or ham using...	22	Experimental	—	Jupyter Notebook
28	Wardah26Nabilah/SMSGuard-Intelligent-Spam-SMS-Detection-System 📱 Detect spam SMS messages using a Machine Learning system, classifying...	22	Experimental	—	Jupyter Notebook
29	Mark233D/MailEnable-AI-Spam-Filter 📬 Enhance email security with the MailEnable AI Spam Filter, an intelligent...	22	Experimental	—	Python
30	Chrisimana/sms-spam-classifier-using-naive-bayes Portofolio \| Machine Learning \| Project FreeCodeCamp	22	Experimental	—	Python
31	Suvroneel/Spam-Email-Classifier Production spam detection system with TF-IDF + Naive Bayes achieving 97%+...	22	Experimental	1	Jupyter Notebook
32	xycba1/AI-Email-Classifier 📧 Streamline your job applications with this AI email classifier that...	22	Experimental	—	—
33	rajrupdasofficial/rustemailspamdetection Email spam detection using rust and ml libs	21	Experimental	—	Rust
34	Antim21/SpamSense-AI Classifying emails into Spam or Not Spam categories using Machine Learning techniques	20	Experimental	2	Jupyter Notebook
35	subhasishsaha/email-classifier A simple spam email classifier built using traditional machine learning algorithms.	20	Experimental	3	Jupyter Notebook
36	nano-bot01/SMS-Spam-Classifier-Web-App-using-Machine-Learning SMS Spam Classifier Web Application which is used to classify spam and ham...	20	Experimental	7	Jupyter Notebook
37	aghabidareh/EmailSpamDetection An email Spam Detection app!	19	Experimental	3	Jupyter Notebook
38	ravindran-dev/SpamZero A full-stack Machine Learning web application that detects spam messages and...	19	Experimental	2	CSS
39	rgdavies92/tensorflow-spam ✉️ 🐖 Spam email identification using NLP and a RNN with TensorFlow	19	Experimental	13	Jupyter Notebook
40	fatimesevilgen/email-spam-classifier 📩 Email spam classiffier with Multinomial NB & TFIDF Vectorizer and using...	19	Experimental	2	Jupyter Notebook
41	SrujanPR/Spam-Email-Classifier A data science project aimed at creating a machine learning-based email spam...	19	Experimental	2	Jupyter Notebook
42	patrick-paul/ssd-training Swahili Spam Detection (SSD) - Training Model	19	Experimental	3	Jupyter Notebook
43	AksShri2004/bruh-spam ML-powered spam detection system with API backend, modern frontend, and Gmail Add-on.	18	Experimental	1	JavaScript
44	docsallover/spam-detection Building a Spam Filter with Python: Using Machine Learning to Combat Spam	18	Experimental	2	HTML
45	allaliamine/Real-time-spam-detection-with-Azure A real-time spam detection system leveraging Microsoft Azure cloud services...	17	Experimental	3	Jupyter Notebook
46	xRahul/Smart-Messages Bucketize sms automatically	15	Experimental	—	Java
47	Mujjjtaba/Password-Strength-Classifier A Streamlit-based machine learning app that classifies password strength as...	15	Experimental	1	Python
48	ansshhhhhh/Spam-Message-Detector An End-to-End project to detect spam Text messages.	15	Experimental	—	Jupyter Notebook
49	Srishtidh33/sms-spam-classifier AI-powered SMS Spam Detection app built with Python, Scikit-learn, TF-IDF,...	14	Experimental	—	Jupyter Notebook
50	malachi-valenz/Spam-Classifier-Basic A Spam Email Classifier using the Naive Bayes classifier. It includes a csv...	14	Experimental	—	Python
51	Sathvik546/Spam-Detection-Project Spam Detection Web App using BiLSTM, TensorFlow, and Streamlit	14	Experimental	—	Jupyter Notebook
52	Sankesh12/Email-SMS-Spam-Classifier Built an Email/SMS Spam Classifier using NLP 📧 Preprocessed text...	14	Experimental	—	Jupyter Notebook
53	Tarun3518/spam-email-classifier Spam email classifier using Naive Bayes and TF-IDF vectorization	14	Experimental	—	Jupyter Notebook
54	pradnyamhaske4-ctrl/syntecxhub-spam-detection-project spam detection project	14	Experimental	—	Python
55	subham23s/spam-email-detector Classifies SMS messages as Spam or Ham using Naive Bayes algorithm. Compares...	14	Experimental	—	Python
56	amit171ku/spam-classifier AI-powered email spam detection system with 98% accuracy — FastAPI + React +...	14	Experimental	—	JavaScript
57	Chirag-13a/spam-email-detection A machine learning-based spam email classifier that detects whether an email...	14	Experimental	—	Python
58	Platon214/Email-Spam-Detection-Project 📧 Detect spam emails with ease using machine learning and the Naive Bayes...	14	Experimental	—	Python
59	saikiran5247/SpamGuard-Application Android app for real-time spam notification detection using a lightweight...	14	Experimental	—	Kotlin
60	ngandhi369/AI-Email-Classifier Flask web app made using machine learning model. It uses mails from...	13	Experimental	13	Python
61	panda7ad/basic-voice-spam-fillter I created This Project for Project-Exibition in my college to be honest i...	13	Experimental	—	CSS
62	kodurusairam/Youtube-spam-detection Machine Learning web application to detect spam YouTube comments using Naive Bayes.	13	Experimental	—	HTML
63	Abhi11ch/CODSOFT-Spam-SMS-Detection-Using-ML Spam SMS Detection using Machine Learning is a text classification project...	13	Experimental	—	Jupyter Notebook
64	HasiniPadakandla/Spam-Email-Detection-System Developed a machine-learning–based spam detection system using NLP...	13	Experimental	—	Jupyter Notebook
65	gtovar/email-cleaner-fastify AI-powered Gmail cleaner built with Fastify (Node.js), FastAPI (Python ML)...	13	Experimental	—	JavaScript
66	Ali-hey-0/sms-spam-detection A machine learning project designed to identify and classify SMS (Short...	12	Experimental	3	Jupyter Notebook
67	NausheenFaiyaz/Spam_Mail_Prediction_using_Machine_Learning A spam mail prediction system implemented in Python Jupyter Notebook uses...	12	Experimental	3	Jupyter Notebook
68	Nivedhaasai/smart-email-classifier AI-powered Email Classifier with Reply Generator \| FastAPI + React +...	12	Experimental	1	Python
69	bouzenaali/spam-classification 🤖 NLP project that classifies emails/SMS to spam or non-spam	12	Experimental	7	Jupyter Notebook
70	RajanReddyGangumalla/spam-email-classifier-main Spam email classification app using Logistic Regression, Naive Bayes, and...	11	Experimental	—	Jupyter Notebook
71	Laxmikantathare/Spam_Mail_Detection Spam Mail Detection Website built using Flask framework & Bootstrap	11	Experimental	4	HTML
72	taufiqnoorani/spam-filter A spam filter using Bayes Theorem / Naive Bayes algorithm.	11	Experimental	—	Jupyter Notebook
73	meetgajjarx07/Spam-Classification-Flask-main A Web Based Spam Classifier built with python (flask) and classification is...	11	Experimental	—	CSS
74	AbdulHadi806/Email-Spam-Ham-Detector The app is capable of detecting that whether the created email is a spam or...	11	Experimental	—	Jupyter Notebook
75	moni-roy/Spam-Filter A project for AI course (CS 682)	11	Experimental	—	Python
76	LeoMartinezTAMUK/Email-Spam_Detector_AutoEncoder This Machine Learning (ML) Python program aims to detect spam emails using...	11	Experimental	—	Jupyter Notebook
77	alihassanml/Spam-Text-Detection-LSTM his project aims to classify text messages as either spam or ham (non-spam)...	10	Experimental	2	Jupyter Notebook
78	abhisheksaxena1998/SMS-Analyser A mobile app which can automatically scan through SMS texts and detect...	10	Experimental	2	Java
79	ntinouldinho/Artificial-Intelligence-SpamHam-Classifier Ham Spam classifier problem tackled using Artificial Intelligence ID3,...	10	Experimental	2	Python
80	Bhavik-Jikadara/Spam_Mail_Detection This is called Spam Detection, and it is a binary classification problem....	10	Experimental	2	Jupyter Notebook

Comparisons in this category

Email-Spam-Detection and Spam-Email-Detection (40 vs 38) Email-Spam-Detection and email-spam-detection (40 vs 33) SMS-Spam-Detection and sms-spam-detection (30 vs 28)