Phishing Email Detection NLP Tools

Tools for detecting phishing emails and malicious URLs using NLP and machine learning classifiers. Includes email content analysis, sender verification, and threat classification. Does NOT include general malware detection, ransomware analysis, or SMS/message filtering outside phishing contexts.

There are 31 phishing email detection tools tracked. The highest-rated is TelecomsXChangeAPi/OpenTextShield at 41/100 with 13 stars.

Get all 31 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=phishing-email-detection&limit=20"

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#	Tool	Score	Tier	Stars	Language
1	TelecomsXChangeAPi/OpenTextShield Open Text Shield (OTS) is an open-source AI-driven system for fast real-time...	41	Emerging	13	Python
2	IBM/nlc-email-phishing Detect email phishing with Watson Natural Language Classifier	36	Emerging	38	CSS
3	MUKUL-TIWARI/CyberShield-Security-Suite AI-powered phishing, email, and vishing detection system.	28	Experimental	1	HTML
4	Anthonyive/DSCI-550-Assignment-1 📧 Analysis of Cyber Phishing Emails: Fraudulent Emails and Social Engineering.	26	Experimental	5	Jupyter Notebook
5	selfcontrol7/Korean_Voice_Phishing_Detection All codes implemented on Korean voice phishing detection papers	26	Experimental	23	Jupyter Notebook
6	shaeferd/Phishing-Detection Phishing Detection System using Natural Language Processing and Machine Learning	23	Experimental	11	Jupyter Notebook
7	sid321axn/Detection_of_Malicious_URLs In this project, we have detected the malicious URLs using lexical features...	23	Experimental	19	Jupyter Notebook
8	vaskovasilevvarna-ai/Cognitive-Shield-Project Decentralized open-source framework for real-time cognitive defense and...	22	Experimental	—	HTML
9	vinayakumarr/CDMC2016 Cybersecurity Data Mining Competition 2016	21	Experimental	11	Python
10	vardaan03/PhishTrack AI-Powered Real-Time Phishing Detection Platform — DistilBERT NLP, Email...	19	Experimental	—	HTML
11	Keerthiraj-Nagaraj/Fishing-The-Phish ShellHacks 2019 "Akamai Security Challenge" 1st place winning project - Data...	19	Experimental	9	Jupyter Notebook
12	SooryaDayal/VyuhaDB An open-source repository for structured Indic-language scam signatures to...	19	Experimental	—	—
13	julien-blanchard/phishy-phishy A small library for the creation of phishing datasets.	19	Experimental	—	TypeScript
14	morgenm/nlp-ai-phishing Phishing email detection using NLP and AI	18	Experimental	11	Jupyter Notebook
15	HadiElKarhani/PhishE This project is a phishing classification ML system that can detect attacks...	18	Experimental	6	Python
16	XynaxDev/multimodal-phishing-detector AI powered phishing detection system using multimodal analysis (text, URLs,...	16	Experimental	1	Python
17	LeoAlb208/PhishGuard-AI Sistema avanzato di rilevamento phishing con AI multi-livello. Combina...	15	Experimental	—	Jupyter Notebook
18	Laserman652/AIPhishingDetector 🔍 Analyze email text to detect phishing, suspicious, or legitimate messages...	15	Experimental	1	Python
19	abrarshahh/SQL_injection_detection Machine learning powered SQL injection detection system featuring Random...	14	Experimental	—	Jupyter Notebook
20	Devanik21/Phising-email Phishing email detection tool — NLP classifier identifying social...	14	Experimental	—	Python
21	rickyxume/Malware_Classification Datawhale&科大讯飞2021A.I.开发者大赛恶意软件分类CV/NLP/表格三个方向的建模思路+伪标签LGB（rank11）	14	Experimental	11	Jupyter Notebook
22	Mookpets/Adversarial-Robust-Phishing-Detector Adversarially robust phishing email detection using DistilBERT, adversarial...	12	Experimental	1	Jupyter Notebook
23	Richdale04/email_guard Full version of Text Malicious Email Text Analysis App - Email Guard	12	Experimental	1	Python
24	BerndHagen/Phishing-Classifier Open-source phishing classifier achieving high accuracy with machine...	12	Experimental	1	Python
25	otuemre/EmailPhishingDetection A real-time phishing email detection system using Machine Learning (SVM,...	12	Experimental	1	Jupyter Notebook
26	Richdale04/Email-Guard-Lightweight Lightweight version of Text Malicious Email Text Analysis App - Email Guard	11	Experimental	—	Python
27	BrsDincer/Ransomware-Gang-Identifier-From-Message Project to identify ransomware actor from given ransomware message	11	Experimental	2	Python
28	Lomesh2000/Password-Strength--NLP This repository is based on the model will tell how much secure our password is.	11	Experimental	—	Jupyter Notebook
29	sleepncaffeine/voicevishing_detection_proj voicevishing detection personal project	10	Experimental	1	Jupyter Notebook
30	ManipalInformationSecurityTeam/Phishing-URL-Detection-Workshop MIST Machine Leaning in Cybersecurity Workshop Code Dump Repository	10	Experimental	1	Jupyter Notebook
31	Gopalkholade/Phishing-Detection A classification project on phishing detection	10	Experimental	1	Jupyter Notebook