Fingerprint Identification SDK for accurate iOS device identification.

SegmentAE: A Python Library for Anomaly Detection Optimization

Radient turns many data types (not just text) into vectors for similarity search, RAG, regression analysis, and more.

Template implementation of a SOM for banking Fraud Detection

Detecting Fraudulent Blockchain Accounts on Ethereum with Supervised Machine Learning

MISP (core software) - Open Source Threat Intelligence and Sharing Platform

Go SDK for Fingerprint Pro Server API

This repository contains the projects I worked on during my Codsoft internship. Each project focuses on a different machine learning problem, including credit card fraud detection, customer churn prediction, movie genre classification, and SMS spam detection.

SnapML library's Decision Tree classifier and SVM was used to train a model on a real dataset to identify fraudulent credit card transactions. The Decision Tree model resulted in ROC-AUC score = 0.92 and the SVM yielded ROC-AUC score = 0.93 and hinge loss = 0.15. Multi-threaded CPU was implemented to reduce model training time.

This project aims to build a machine learning model that can classify text messages as either spam or not spam (ham)

SQL Query utilized to identify how much, if any, fraud is being paid out through state plans

A Raspberry Pi-enabled caller ID system which checks incoming landline calls against databases of known malicious callers, and displays a danger rating of the incomming caller on a web interface.

Distributed Networks Institute

Browser fingerprinting library. Accuracy of this version is 40-60%, accuracy of the commercial Fingerprint Identification is 99.5%. V4 of this library is BSL licensed.

Anomaly detection related books, papers, videos, and toolboxes

Fraud Detection machine learning model utilizes the "DecisionTreeClassifier" to identify fraudulent activities on an online payment app.

C#/Dotnet SDK for Fingerprint Pro Server API

Fingerprint Pro Wrapper for React Single Page Applications (SPA)

Ruby gem for Castle

FraudLabs Pro Fraud Prevention plugin that screen the order transaction for online frauds. Fraud Prevention extension for Magento 2.