Popular GitHub Repositories for Phishing Classcification

BERT4ETH: A Pre-trained Transformer for Ethereum Fraud Detection (WWW23)

NLP model and tech for cyber security tasks

Malicious actors often reuse code to deploy their malware, phishing website or CNC server. As a result, similiaries can be found on URLs path by inspecting internet traffic. Moreover, deep learning models or even regular ML model do not fit for inline deployment in terms of running performance. However, regexes ( or YARA rules ) can be deployed on a proxy and work in real time on all the traffic. LUDA can take a set of malicious and benign URLs and return a list of regexes ready to be deployed inline !

PyTorch/HuggingFace Implementation of URLTran: Improving Phishing URL Detection Using Transformers

Experiments to detect phishing websites using neural networks

Discord 风险与威胁分析项目的官方网站

AI-enabled Phishing Link Detection and Alert System.

Cyberex Secure is planned to be a security solution with a wide range of features such as phishing detection, advanced AI- face recognition while accessing payment gateways, computer generated passwords and automatic sign-in. The software will automatically block and report phishing emails/websites to the government portal so that they can be taken down. The assistant will ask for a prompt to send the report before sending it to the portal.

[Tensorflow] A Game Theoretic approach using GAN for Phishing URL synthesis and detection

Machine learning + malicious sites scanner for phishing detection

Model serving with FastAPI and Redis caching to enable fast and efficient inference by reducing latency for repeated predictions.

Phishing site detection based on XGBoost

Train a machine learning model for Phishing URL Detection with mlops practices.

This repository contains a Flask application for detecting phishing URLs using machine learning. It includes preprocessing, feature extraction, model training, and model deployment in a web application.

AI-powered Chrome extension for real-time phishing & malware detection using Gemini 1.5 Flash

Social Engineering Tool

Generate realistic IT security alert voicemails using GPT-4 for scripting and ElevenLabs for AI voice synthesis. A Go-based tool for crafting professional-grade alerts with customizable details and natural-sounding audio.

PhishTackle-API is a powerful machine learning-driven API designed to combat phishing attacks by analysing email content and URLs. Using machine learning algorithms, this API offers superior phishing detection to enhance your email security. Integrate PhishTackle-API into your applications to help detect and prevent phishing threats.

PhishNet-FL is a federated learning system using Flower and TensorFlow to train phishing detection models across distributed clients while preserving data privacy. It leverages UCI’s Phishing Websites Dataset, neural networks, and federated aggregation for decentralized training.

Cross-platform Flutter app for capturing or selecting images, detecting QR codes, and analyzing them with OpenAI. Reveals QR contents (URL, Wi-Fi, etc.) and potential security risks in a user-friendly interface. Perfect for quick, secure QR scanning.