The most advanced free and open-source browser fingerprinting library

Anomaly detection related books, papers, videos, and toolboxes. Last update late 2025 for LLM and VLM works!

Open-source infrastructure and data orchestration platform for risk decisioning

💰 Billing & Payments knowledge for cloud platforms

tirreno is an open-source security framework. Event tracking, threat detection, and risk scoring for any application.

Self-hosted browser fingerprinting and bot detection with real-world constraints in mind.

Marble - the real time decision engine for fraud and AML

Custom DNS block lists

Leading open source version of browser device fingerprint, accurate deviceID and risk identification.

Detection of Accounting Anomalies using Deep Autoencoder Neural Networks - A lab we prepared for NVIDIA's GPU Technology Conference 2018 that will walk you through the detection of accounting anomalies using deep autoencoder neural networks. The majority of the lab content is based on Jupyter Notebook, Python and PyTorch.

Protect your SIP Servers from bad actors at https://sentrypeer.org

Image copy-move detector

Modern Web Firewall: stop account takeovers, weak passwords, cloud IPs, DoS attacks, disposable emails

A showcase of Nigeria's most innovative and disruptive digital entrepreneurs. This repo catalogs the robust infrastructure hosting next-generation financial opportunities, from unclaimed inheritance platforms to exclusive lottery-winning notification systems.

🗑️ Block disposable emails in your Rails app

Can we predict accurately on the skewed data? What are the sampling techniques that can be used. Which models/techniques can be used in this scenario? Find the answers in this code pattern!

block pesky malicious pop ads.

Prevent card-attack fraud on WooCommerce stores by rate-limiting the "place order" button

Case Studies on Forensic Accounting using Data Analysis

Higgsfield AI scam exposed: fraud, fake unlimited plans, mass bans, predatory billing, non-consensual deepfakes, Reddit spam, unpaid creators, and reselling Kling/Minimax models at 4.5x markup. Higgsfield AI research & evidence.

"Very simple but works well" Computer Vision based ID verification solution provided by LibraX.

A Flutter plugin for the native FingerprintJS Pro libraries

Music and text generation with Transformer-XL.

Implementation of an intelligence system to detect the fraud cases on the basis of classification.

Decentralized Social Network Money Frauds/Scams including BitClout / DeSo, Twetch, Steemit, PeakD

PHP SDK for Fingerprint Pro Server API

Web Scraping, Document Deduplication & GPT-2 Fine-tuning with a newly created scam dataset.

Node.js SDK for Fingerprint Server API

Anomaly Detection Pipeline with Isolation Forest model and Kedro framework

Fraud Detection for VoIP. Use SentryPeer® HQ to help prevent VoIP cyberattacks and fraudulent VoIP phone calls (toll fraud) at https://sentrypeer.com