Crypto fraud and pig butchering – financial forensic analysis of modern fraud schemes

Fraud offenses related to cryptocurrencies have become a central focus of financial forensics in recent years. While early forms were often limited to isolated acts of deception, today complex, organized fraud schemes with an international structure, a high degree of division of labor, and considerable potential for damage dominate.

Particular importance is attached to structured investment fraud schemes, which fall under the term „Pig Butchering“ This type of fraud has become known. It is characterized by a long-term, systematic building of trust and a gradual financial exploitation of the victims.

Increasing relevance of crypto fraud from a financial forensic perspective

The increase in cryptocurrency fraud cases is evident both nationally and internationally. In Germany, analyses by consumer protection agencies and law enforcement authorities show a significant rise in such cases. The reported number of cases represents only a portion of the actual number, as a considerable number of unreported cases is assumed.

Internationally, cryptocurrency fraud causes billions of dollars in damages. Law enforcement agencies point out that digitally organized investment fraud is increasingly surpassing traditional forms of white-collar crime – both in terms of the amount of damages and the organizational sophistication.

Cryptocurrencies as a suitable infrastructure for fraud schemes

From a financial forensics perspective, cryptocurrencies exhibit several characteristics that make them particularly suitable for fraudulent schemes. These include:

  • technically complex transaction mechanisms

  • cross-border payment flows

  • pseudonymous wallet structures

  • lack of central control bodies

Furthermore, cryptocurrencies do not have legal status as payment methods in many countries and are not subject to traditional deposit protection. For outsiders, payment methods, platform structures, and legal classifications are often difficult to understand.

These conditions facilitate the concealment of payment flows and make it difficult to immediately classify asset movements without specialized forensic analysis.

Establishing contact and controlled trust building

Potential victims are targeted via various digital channels, including social networks, messaging services, and professional platforms. In some cases, manipulated advertisements, fake profiles, or fabricated success stories are used.

From a forensic perspective, it is important to note that the establishment of trust is not random but follows standardized patterns. Perpetrators present themselves as knowledgeable, reserved, and professional. Communication is often designed to avoid doubt and establish a long-term relationship.

It is not only inexperienced investors who are affected. Even economically or technically savvy individuals fall victim to such fraudulent schemes, as these schemes deliberately exploit a facade of respectability and technical jargon.

Pig Butchering as a multi-stage investment fraud scheme

The fraud scheme known as pig butchering usually follows a clearly structured process:

  1. Initial contact and building trust

  2. Initial investments with simulated profits

  3. Increasing deposits through artificial success signals

  4. Communication ceases after financial potential has been exhausted.

The platforms used are often technically sophisticated, but do not reflect real investments. Displayed profits exist solely within the manipulated user interfaces.

Perpetrator organization and division of labor structures

Financial forensic investigations show that these fraud schemes are regularly organized as networks with a division of labor. Typical role distributions include:

  • Establishing contact and managing communication

  • technical support of the platforms

  • Payment processing and money laundering

  • Provision of fake identities and applications

This model is often referred to as Crime-as-a-Service described. Parts of these structures operate from abroad, including from Southeast Asia, sometimes in large-scale, call center-like facilities.

Impact on those affected and forensic relevance of the number of unreported cases

The financial damage for victims is often considerable. In addition to the financial loss, psychological distress regularly occurs, leading to many cases not being reported or pursued.

From a financial forensics perspective, the time factor is crucial. The earlier a suspicion of fraud is detected, the greater the opportunities for analyzing payment methods, securing data, and systematically processing the facts.

Legal classification and significance of financial forensic investigations

Legally, these situations regularly constitute investment fraud. Even if cryptocurrencies appear anonymous, transactions on public blockchains are fundamentally traceable.

However, the legal assessment of such matters requires a precise financial forensic analysis. Only through the structured processing of payment flows, wallet relationships, and platform mechanisms can complex fraud schemes be presented in a comprehensible manner.

The financial forensic analysis thus forms an essential basis for the legal classification and further steps.

FAQs – Frequently Asked Questions about Crypto Fraud and "Pig Butchering""

Crypto fraud encompasses fraudulent activities in which cryptocurrencies are used for deception and financial loss. Characteristic features include manipulated platforms and obscured payment flows.

A long-term process of building trust, simulating profits, and gradually increasing deposits until complete cessation of contact.

The causes are the growing spread of cryptocurrencies, international criminal structures and the technical complexity of the systems used.

The names of well-known cryptocurrencies are often used to convey a sense of legitimacy, even if the actual transactions are manipulated.

Yes. In addition to private individuals, companies are also coming into focus through targeted approaches or fictitious payment models in cryptocurrencies.

Modern cryptocurrency fraud schemes are technically and organizationally sophisticated. The platforms used appear legitimate, display realistically designed user interfaces, and simulate plausible price movements and profits. Furthermore, the fraud often unfolds over an extended period, gradually building trust. This combination of technical credibility, controlled communication, and long-term deception makes it significantly more difficult for victims to recognize early signs of fraud.

The damage caused by cryptocurrency fraud amounts to billions of dollars worldwide. National and international law enforcement agencies report a sharp increase in the number of cases and rising losses per individual incident. A significant increase has also been observed in Germany. Due to the high number of unreported cases, it can be assumed that the actual losses far exceed the known figures.

Yes. Transactions on public blockchains are generally transparent and traceable. Every movement of cryptocurrencies is permanently documented. However, analyzing this data requires specialized financial forensic expertise, particularly for evaluating wallet structures, transaction chains, and potential obfuscation mechanisms. Without such expertise, payment flows are usually incomprehensible to outsiders.

Financial forensic analysis enables a structured and transparent examination of complex payment flows and asset movements. It creates transparency regarding the course of the fraud, the wallets involved, and the transaction relationships. This analysis forms a crucial basis for legal assessments, internal corporate decision-making, and collaboration with lawyers, authorities, and courts.

Picture of David Lüdtke
David Lüdtke
David Lüdtke is the managing director of Krypto Investigation GmbH and a certified Crystal Expert (CECF, CEEI, CEUI) specializing in blockchain and financial forensics.

Table of contents

Questions on this topic?

Contact us for a personal consultation.