#fraud-detection

Top Reasons Companies Need Professional Corporate Investigations Today

Every business runs on trust. Trust between partners, trust in employees, trust in the numbers that show up on a financial statement. But…

Microbatch, NRT ou RTM no DB

Saudações, pessoal! Tudo em riba?

Funnels, Not Verdicts: Redesigning Fraud Detection as an Economic Problem

A fraudulent listing on a classifieds marketplace lives one to four hours: post, collect calls, take deposits, delete, vanish. At Divar…

Detecting Medicare Fraud at Scale: Building an Upcoding & Unbundling Detection Engine on 230…

An analytical pipeline for healthcare Fraud, Waste & Abuse (FWA) detection.

Update. AI Fraud & Spam Detector with n8n

I Built an AI Fraud & Spam Detector with n8n — Bank Loans, Credit Cards, Mutual Funds, and Phishing, All in One Workflow

Imposter Syndrome: Why You Feel Like a Fraud (and How to Quiet the Voice)

Why you feel like a fraud despite success — the five types of imposter syndrome and evidence-based ways to quiet the voice.

When commodity prices move, how quickly do you know?

How many websites do you visit before making one export or procurement decision?

The Prosthesis of Suspicion

About AI detectors and wha they really track

Building an End-to-End Fraud Detection ML Pipeline on AWS

Introduction

FraudLabs Pro’s Screen Order API Now Supports Item-Level Order Data

Merchants can now submit product details such as SKUs, quantities, prices, and item types for more targeted fraud screening.

# Fuel Pass Pro: Real-Time Fuel Rationing System

Secret Service Uncovers Elaborate EBT Fraud Network Operating Through Fake NYC Bodegas

As seen in the latest edition of The Florida Sun Journal

Trust, but Instrument: The Insider Threat Playbook

Six Real Document Fraud Cases — and the Warning Signs Reviewers Missed From fake pay stubs and bank…

The employer logo was correct. The numbers looked plausible. The formatting matched the real template. The file opened without an error.

The Nonprofit Nobody Suspects:

How Some Flippers Turn Volunteers Into Free Labor

I Built an Invoice-Finance Risk Monitor From a Public Retail Dataset — Here’s What I Learned About…

How I turned 824,364 rows of retail transactions into a lender’s early-warning system — and why the hardest part wasn’t the model, it was…

Corporate Investigation in Gurgaon: Why Businesses Can No Longer Ignore Fraud and Due Diligence

Gurgaon has evolved into one of India’s most dynamic business destinations, attracting multinational corporations, startups, technology…

Can an 80-Year-Old Statistic Catch ChatGPT?

Lexical diversity vs. LLM-generated fake hotel reviews — a reproducible benchmark, and the surprising direction of the signal

Protecting Sylius Stores from Online Fraud with FraudLabs Pro Fraud Prevention

Online fraud is one of the biggest challenges facing e-commerce businesses today. A single fraudulent order can lead to chargebacks, lost…

How Forensic Accountants Uncover Financial Fraud

Financial fraud has become increasingly sophisticated in today’s digital economy. From corporate embezzlement to tax evasion and money…

Why a 99% Accurate Model Would Have Failed the Bank (And What I Built Instead)

Imagine a bank hires a security guard to catch shoplifters.

Science Integrity And The Worst Offenders Of All Time

How does science deal with the most retracted researchers in the world?

Agentic Fraud Detection: What It Is, How It Works, And Why It Matters in 2026

Fraud detection is the process of identifying false, altered, or suspicious activity before it creates financial, legal, or operational…

Why Graph Neural Networks Are Quietly Becoming the Backbone of Fraud Detection in Digital Banking

Fraud doesn’t look like an outlier in a feature table. It looks like a shape in a network and that’s exactly what GNNs are built to see.

Bringing Fraud Detection Into ChatGPT: A Smarter Way to Review Risky Orders

Online fraud is still one of the most persistent problems facing e-commerce businesses. A single suspicious order can lead to chargebacks…

Lakebase 🐘 All That She Wants 🧠

The fraud PoC was lightning-fast until we tried to make it helpful.

Anomaly Detection 101: Methods Comparison

Isolation Forest scores perfectly on credit card fraud, but on contextual anomalies, Mahalanobis distance calculation beats it

The Predatory Use of CAPTCHA Fraud

A guide to recognizing fake verification methods and practical steps for securing your device

Turning Connection Patterns into Usable Fraud Signals

Connected data only matters if it changes a decision.

Audit Services in Bangladesh: The Challenge of Familiarity Threats

Introduction

Complex Fraud Patterns Require Multi-Hop Graph Analysis

In today’s connected world, fraud emerges across multiple entities, often in ways that are not immediately visible when relationships are…

Why Firms Are Adopting AI‑Powered Anti‑Fraud Solutions in 2026

Fraud Is Moving Faster Than Governance Can Track

What Should I Do If My Personal Information Is Leaked Online?

Introduction

सहयोगको मुखौटाभित्र: पेरिसमा नेपाली महिलाहरुको शोषण

सपनाको सहरमा ‘मानवताको कन्तबिजोग’ , मौलाउँदो कालो धन्धा र नैतिक स्खलन

Can Attention Beat XGBoost on Fraud Detection?

Tags: Transformer · TabTransformer · FT-Transformer · XGBoost · LSTM · Fraud Detection · Python · Imbalanced Data

Fraud Changes Over Time. Your Architecture Must Keep Up.

Fraud is not static. Relationships form, evolve, and disappear over time. A connection that indicated risk last week may be irrelevant…

Behind the Mask of Assistance: Exploitation of Nepali Women in Paris

In the City of Dreams: A Tragedy of Humanity, a Thriving Underworld, and Moral Decay

How My Brother Lost $7100 on Tinder Scam: A Real Incident That Changed Everything

This is my brother’s real story. One year ago he joined Tinder just to find friends and lost $7100 in crypto. Here’s exactly how it…

नेपालबाट फ्रान्ससम्म : असाइलम ठगी, हनी ट्र्याप र यौन शोषणको अन्धकार जाल

एउटा पुस्ताको परिश्रमबाट अर्को पुस्ताको अपराधसम्मको यात्रा

Du Népal à Paris : L’Usine à Asile, les Pièges à Miel et un Réseau Criminel Construit sur Trois…

REPORTAGE D’ENQUÊTE | DIASPORA NÉPALAISE EN EUROPE

The Hardest Part of Stream Scoring Isn’t the Model

How rules, XGBoost, and anomaly detection combine into an auditable fraud decision system, and why the decision logic matters more than…

Why Is AI Becoming Essential for Fraud Detection in Banking and Payments?

Digital payments have become a part of everyday life across India, the USA, South Africa, and the UAE. Consumers use credit cards, debit…

On average, 12% of e-commerce returns are fraud (industry estimate)

For a store doing $10M annual revenue with 15% return rate, that’s $180K/year in fraudulent return loss. Most operators have never measured…

Predictive Edge: The Infrastructure Behind Real-Time iGaming Fraud Detection in 2026

The architectural requirements for a competitive iGaming platform have shifted fundamentally in 2026. For years, backend security teams…

Why We Stopped Relying on Labels

Financial Crime Doesn’t Care About Your Categories

Template Farms Don’t Just Scale Fraud. They Poison the Baseline.

Ruslan Mishyn · Plica — Independent Forensic Boutique · June 2026

How to Fix Underfitting in Machine Learning: A Practical Guid

Underfitting = Underfitting means the model is not learning enough from the data.

SCAM — PROOF

SCAM-PROOF: Protect Yourself from Fraud, Scams & Deception in Canada and the United States Ted Williamson | 2026 Edition

SENIOR SCAM PROTECTION: How to Avoid Fraud & Identity Theft

In recent years, older adults have faced growing financial harm from scams — the latest available figures show billions in reported losses…

Meet the FraudLabs Pro MCP AI Agent: Fraud Screening, Now Inside Your AI Assistant

Fraud prevention has always been reactive. An order comes in, a flag gets raised, and someone has to log into a dashboard, pull up a…