Decoding Financial Fraud: Tools and Methodology

Written by Blogger

June 11, 2026

Guest Blogger: Vladislav Hamppu

Many people think that online investigation is just a Google search. In reality, it’s about working with digital footprints and automation. Using my recent case as an example, here is how it works in practice:

First Environment Setup

I don’t work from a standard Windows OS. For security and speed, I use Lubuntu via VirtualBox. This is an isolated environment where all my scripts and tools are pre-configured. This is the foundation of my investigation.

Second My Tech Stack

When I need to find out who is behind a shell website (e.g., csspg.com), I don’t guess — I initiate a process:

Maigret: I run nicknames and emails through 2,500+ services. This immediately gives me all associated accounts across social media and messengers.

Maltego: I connect the dots. If we have a phone number or an IP, I build a relationship graph. It instantly shows how one admin is linked to multiple different firms.

Blockchain Explorers: If funds move into crypto, I “follow” them to the exact exchange where the fraudster intends to cash out.

Third Identifying Procedural Defects

My specialty is finding errors in documentation and registration. Fraudsters are often lazy — they copy-paste Terms of Service and use identical IP addresses for different scams. I identify these overlaps, which then serve as hard evidence in court.

Fourth The Deliverable

Ultimately, the client receives a Technical Investigation Report, not just an “opinion.” It clearly outlines:
● Specific bank accounts (e.g., Intesa Sanpaolo) where the funds were transferred.
● Real identities of “front men” (nominees).
● Tool-generated screenshots as forensic proof.

The Bottom Line: OSINT is not magic; it’s a proper set of tools and a methodical approach. Fewer words, more data.

Forensic-Impact Articles

Blockchain Forensics Is Only the Beginning

Blockchain Forensics Is Only the Beginning

Bridging On-Chain Analysis, OSINT, and Digital Evidence Guest Blogger: Matthew Stern Cryptocurrency investigations are often described as the virtual equivalent of “following the money.” Public blockchains such as Bitcoin and Ethereum give investigators an unusual...

Building an Autonomous Network Honeypot & Deception Matrix

Building an Autonomous Network Honeypot & Deception Matrix

Guest Blogger: Fuzuyise Khoza 1. INTRODUCTION TO LOCAL NETWORK DECEPTIONTraditional network defense mechanisms operate reactively, relying on alert signatures after a system breach has occurred. In low-resource enterprise infrastructures or high-risk operational...