spam-classification

There are 3 repositories under spam-classification topic.

airbnb / artificial-adversary
🗣️ Tool to generate adversarial text examples and test machine learning models against them
machine-learning classification python python3 python2 text text-mining adversarial-examples spam spam-filtering spam-detection spam-classification text-classification text-analysis data-science data-mining text-processing black-box-benchmarking black-box-attacks metrics
Language:Python 400
umputun / tg-spam
Anti-spam bot for Telegram and general-purpose anti-spam library and server
anti-spam self-hosted spam-classification spam-detection telegram-bot
Language:Go 378
spamscanner
spamscanner / spamscanner
Spam Scanner is a Node.js anti-spam, email filtering, and phishing prevention tool and service. Built for @ladjs, @forwardemail, @cabinjs, @breejs, and @lassjs.
spam scanner anti-spam service api javascript node spam-filtering spam-detection spam-protection spam-classifier spam-filter spamassassin spam-classification spam-prevention rspamd rspam enron data set
Language:JavaScript 338
30lm32 / ml-projects
ML based projects such as Spam Classification, Time Series Analysis, Text Classification using Random Forest, Deep Learning, Bayesian, Xgboost in Python
keras tensorflow spam-classification random-forest gensim word2vec docker timeseries-analysis imbalanced-data svm kdtree nlp machine-learning geolocation lstm-neural-networks deep-learning text-classification tensorboard mlflow ab-testing
286
kdcllc / Bet.AspNetCore
Large Collection of Extensions and AspNetCore projects for ML.NET models and integration
asp-net-core aspnet-core aspnetcore azure-app-service healthcheck health-check machine-learning mlnet kubernetes algorithms-dotnet algorithms sentiment-analysis spam-detection spam-classification ml docker dotnetcore worker sentiment-prediction-models kdcllc
Language:C# 49
python-arq
TheHamkerCat / python-arq
Asynchronous Python Wrapper For A.R.Q API.
api api-wrapper arq chatbot-api deezer deezer-api fastapi natural-language-processing nlp pornhub-api python-arq saavn spam-classification spam-detection spellcheck torrent-api wallpaper-api youtube-api
Language:Python 40
cookiengineer / antispam
:construction: :rocket: Spam Database and Classifiers for automated usage :construction:
golang postfix spam-classification spam-detection
Language:Go 36
97k / spam-ham-web-app
A web app that classifies text as a spam or ham. I am using my own ML algorithm in the backend, Code to that can be found under machine_learning_section. For Live Demo: Checkout this link
text-classification tfidf nlp nltk multinomial-naive-bayes spam-classification django heroku-deployment jupyter-notebook bag-of-words data-visualization machine-learning machine-learning-projects
Language:Jupyter Notebook 32
30lm32 / ml-spam-sms-classification
Naive Bayesian, SVM, Random Forest Classifier, and Deeplearing (LSTM) on top of Keras and wod2vec TF-IDF were used respectively in SMS classification
word2vec gensim keras nlp machine-learning ml randomforest svm deep-learning classification naive-bayes sklearn pipeline gridsearchcv lstm-neural-networks spam-classification tf-idf statsmodels sms-classification sms
Language:Jupyter Notebook 31
abdullahselek / spampy
Spam filtering module with Machine Learning using SVM (Support Vector Machines).
machine-learning support-vector-machines sklearn sklearn-classify numpy scipy spam-classification enron-spam-dataset
Language:Python 28
emr4h / CyberMachine
Detects cyber threats to the end user with machine learning. This tool can do malware analysis of given exe file, spam analysis of given url and mail.
cyber-security cybermachine cybersecurity machine-learning malware-analysis malware-detection spam-classification spam-detection
Language:Python 25
group-guardian
NACBots / group-guardian
Group Guardian is a Telegram bot for admins to maintain a safe community.
bot nacbots nsfw nsfw-classifier nsfw-recognition slag spam-classification spam-detection telegram telegram-bot
Language:Python 21
SSusantAchary / Practical-NLP-with-NLTK
Quick Hands-On NLTK tutorial for NLP in Python. NLTK is one of the most popular Python packages for Natural Language Processing (NLP). Easy to Start for Anyone.
nlp lemmatization stemming corpus jupyter-notebook python tutorials natural-language-processing name named-entity-recognition spam-classification hands-on machine-learning
Language:Jupyter Notebook 21
FantacherJOY / Hidden-Markov-Model-for-NLP
This is about spam classification using HMM model in python language
hidden-markov-model hidden-markov-model-for-nlp text-analysis text-classification-python spam-classification nlp
Language:Python 19
thomasdidion / bayespam
A simple bayesian spam classifier written in Rust.
bayesian-statistics rust spam-classification
Language:Rust 15
mohammadnabia / Multinomial-nb-Spam-Identifier
Identifying and distinguishing spam SMS and Email using the multinomial Naïve Bayes model.
multinomial-naive-bayes sms-spam-detection email-spam-detection spam-detection spam-filtering email-spam-classifier multinomial-naive-bayes-classifier naive-bayes-classifier smsspam-dataset spam-classification spam-filter
Language:Jupyter Notebook 14
GU-DataLab / context-spam-detection
Official resource of the paper "Traditional and Context-Specific Spam Detection in Low Resource Settings", Machine Learning Journal 2022
bert bert-model deep-learning machine-learning machine-learning-journal natural-language-processing nlp spam-detection transformers twitter spam-classification spam-filtering context-specific-spam
13
tensorflow-spam
rgdavies92 / tensorflow-spam
✉️ 🐖 Spam email identification using NLP and a RNN with TensorFlow
tensorflow nlp deep-learning classification lstm-neural-network spam-classification glove-embeddings embedding-vectors
Language:Jupyter Notebook 13
nikhilkr29 / Email-Spam-Classifier-using-Naive-Bayes
A Naive Bayes spam/ham classifier based on Bayes' Theorem. A bunch of email subject is first used to train the classifier and then a previously unseen email subject is fed to predict whether it is Spam or Ham.
naive-bayes-classifier spam-classification spam-detection countvectorizer machinelearning
Language:Jupyter Notebook 12
popolee0513 / Data-Science-Skills-Practice
machine-learning marketing-analytics pandas python spam-classification data-analysis nltk-python regular-expression rfm-analysis pca-analysis kmeans-clustering-algorithm logistic-regression linear-regression expectation-maximization collaborative-filtering text-mining matplotlib seaborn
Language:Jupyter Notebook 12
shubham0204 / Spam_Classification_Android_Demo
An Android Project to demonstrate the use of a TensorFlow Lite model to classify spam messages.
machine-learning android-application android kotlin-android spam-classification tensorflow-lite
Language:Kotlin 12
dperdios / sms-spam-filtering
Spam Filtering Techniques for Short Message Service
reproducible-experiments machine-learning spam-filtering spam-classification kaggle-dataset
Language:Jupyter Notebook 11
rohitthapliyal2000 / Spam-Classification
naive-bayes-classifier nlp-machine-learning python3 scikit-learn spam-classification
Language:Python 11
RamseyTom / Spam-Email-Detection-based-on-word2vec-CNN
使用trec06c数据集，通过jieba分词，word2vec训练词向量，搭建CNN进行垃圾邮件检测
spam-classification word2vec cnn deep-learning keras
Language:Python 8
Spidy20 / NLP_Flask_Model
Flask WebApp for Spam Detection using NLP
flask flask-heroku herkou natural-language-processing nlp sklearn spam-classification spam-classifier spam-detection
Language:CSS 8
vaibhavnaagar / machineLearning-exercises
Machine Learning Exercises from Online Course (Coursera)
classification feedforward fmincg gradient learning-curve linear-regression logistic-regression machine-learning pca polynomial-regression spam-classification
Language:MATLAB 8
MoazAshraf / Spam-Classifier
Training a few classification models on the Apache SpamAssassin datasets.
python3 scikit-learn spam-classification
Language:Jupyter Notebook 7
nano-bot01 / SMS-Spam-Classifier-Web-App-using-Machine-Learning
SMS Spam Classifier Web Application which is used to classify spam and ham in text messages we receive in phones
bag-of-words classification deep-learning machine-learning ml nltk pickle python sms spam-classification spam-detection spam-filtering spam-messages spam-prevention stopwords streamlit streamlit-cloud streamlit-webapp supervised-learning
Language:Jupyter Notebook 7
RowlandOti / NeuralNetwork-SpamClassification
:book: Understanding Spam Classification using Neural Networks
spam-filtering spam-detection neural-networks spam-classification
Language:Jupyter Notebook 7
Sk70249 / NLP-Spam-Ham-Classifier
A Machine learning classifier to predict whether the SMS is Spam or Ham by using Natural Language Processing(NLP)
nlp-machine-learning spam-classification spam-detection data-science natural-language-processing machine-learning-classifier nlp ham sms spam
Language:Jupyter Notebook 7
yaokui2018 / chinese_spam_filtering
中文垃圾评论分类
nlp-machine-learning spam-classification text-classification
Language:Python 7
yogeshnile / spam-sms-detector
In this repo I have develop a SMS Spam Prediction project using FlaskApp and deploy on heroku.
flask-application flaskapp gunicorn heroku heroku-deployment jinja2 machine-learning nlp nlp-machine-learning nltk programme python3 sms sms-spam-prediction spam-classification spam-detection spam-sms-detector
Language:CSS 7
davide-abbattista / spamBERT
Simple user-friendly webpage for spam classification of email and sms texts using a fine-tuned BERT base model (cased)
bert bert-fine-tuning python pytorch sms-spam-classifier spam-classification deep-learning nlp machine-learning natural-language-processing generative-ai
Language:Python 6
spamfilter
mags0ft / spamfilter
Streamlined, object-oriented and fully customizable python spam filter library.
spam spam-classification spam-detection spam-filtering spam-protection
Language:Python 6
niladri-1 / Spam-Email-Classification
The Spam Mail Classification project is a web-based application that uses machine learning to classify emails as spam or ham. It features a Flask backend, a frontend created with HTML, CSS, and JavaScript, and a MySQL database for storing user data and email classifications.
spam-classification spam-detection spam-filtering spam-mail spam-mail-classifier spam-protection
Language:HTML 6
sigvt / spamreaper
💀 Spam detection algorithm for live chat
spam-classification
Language:Rust 6

spam-classification

airbnb / artificial-adversary

umputun / tg-spam

spamscanner / spamscanner

30lm32 / ml-projects

kdcllc / Bet.AspNetCore

TheHamkerCat / python-arq

cookiengineer / antispam

97k / spam-ham-web-app

30lm32 / ml-spam-sms-classification

abdullahselek / spampy

emr4h / CyberMachine

NACBots / group-guardian

SSusantAchary / Practical-NLP-with-NLTK

FantacherJOY / Hidden-Markov-Model-for-NLP

thomasdidion / bayespam

mohammadnabia / Multinomial-nb-Spam-Identifier

GU-DataLab / context-spam-detection

rgdavies92 / tensorflow-spam

nikhilkr29 / Email-Spam-Classifier-using-Naive-Bayes

popolee0513 / Data-Science-Skills-Practice

shubham0204 / Spam_Classification_Android_Demo

dperdios / sms-spam-filtering

rohitthapliyal2000 / Spam-Classification

RamseyTom / Spam-Email-Detection-based-on-word2vec-CNN

Spidy20 / NLP_Flask_Model

vaibhavnaagar / machineLearning-exercises

MoazAshraf / Spam-Classifier

nano-bot01 / SMS-Spam-Classifier-Web-App-using-Machine-Learning

RowlandOti / NeuralNetwork-SpamClassification

Sk70249 / NLP-Spam-Ham-Classifier

yaokui2018 / chinese_spam_filtering

yogeshnile / spam-sms-detector

davide-abbattista / spamBERT

mags0ft / spamfilter

niladri-1 / Spam-Email-Classification

sigvt / spamreaper