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Algorithms of Deception: The New Face of Fraud

algorithms

How Scammers Use Your Own Data to Target You – Scambusters #1,211

Scams used to involve a lot of guessing, but scammers are now using data instead. In today’s world, scammers are using algorithms, automated systems that analyze personal information and predict behavior. These systems help criminals target victims accurately. Knowing how this technology works is important for protecting yourself.


Algorithms of Deception: The New Face of Fraud


You interact with algorithms many times a day without realizing it. They decide which videos show up in your social media feed, which movies your streaming service recommends, and even which route your GPS picks for your commute. These tools are meant to make your life easier and more personalized.

However, the same technology that helps you discover new music is now being misused by criminals. Scammers use advanced algorithms to automate their attacks, find easy targets, and steal large amounts of money.

It's important for everyone, not just computer experts, to understand how these automated systems work. Knowing how algorithm scams operate will help you protect your personal information and finances. This article explains what these algorithms are, how criminals use them to find victims, and the signs you need to recognize to stay safe.

What is an Algorithm?

An algorithm is simply a list of steps that a computer follows to solve a problem or complete a task. You can think of it like a recipe. For example, when baking a cake, you follow specific steps: mix flour and sugar, add eggs, and bake at 350 degrees. If you skip a step or change something, the cake might not turn out right.

Computer algorithms work in a similar way. A programmer creates specific instructions using “if this, then that.” For instance, a social media algorithm may follow this rule: “If a user watches a cat video for more than ten seconds, show them three more cat videos.”

How Algorithms Are Used Legitimately

To understand the scam, it helps to first know how algorithms are used in a legitimate way. Algorithms power the modern internet. They analyze large amounts of data much faster than any human can.

Common legitimate uses include:

  • Search Engines – Google ranks websites based on how relevant they are to your search terms using complex algorithms.
  • Financial Trading – High-frequency trading algorithms quickly buy and sell stocks to make a profit. They do this in milliseconds by reacting to market trends.
  • Social Media – Social media platforms like TikTok, Instagram, and Facebook use algorithms to customize your feed. They show you content designed to keep you engaged for as long as possible.
  • Dating Apps – Matchmaking algorithms use your profile information and preferences to suggest potential partners.
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How Fast is an Algorithm Created?

The time it takes to create an algorithm depends on how complex it is. A simple algorithm, like sorting email addresses in alphabetical order, can be made by a beginner in just a few minutes.

On the other hand, complex algorithms, such as those used in self-driving cars or advanced AI, can take teams of engineers years to perfect.

However, scammers don’t need to create new technology to be successful. They often use free open-source code available online or buy ready-made “scam kits” from the dark web.

With new AI tools for coding, even someone with little technical knowledge can quickly generate harmful scripts. This easy access lets criminals launch new scams quickly, changing their methods to stay ahead of law enforcement.

How Scammers Use Algorithms to Find Victims

The biggest problem with modern fraud is automation. In the past, scammers had to manually call phone numbers or write individual emails. Now, algorithms help them reach many more people with very little effort.

Here's how criminals use algorithms to target you:

  • Data Aggregation and Profiling – Scammers use automated software, called bots, to collect public data from social media profiles, forums, and leaked data from breaches. They then analyze this data to create profiles of potential victims. Scammers look for keywords or life events that suggest someone may be vulnerable, such as “widowed,” “job hunting,” or “debt.”
  • Targeted Advertising – Just like real businesses use ads to find customers, scammers use them to find victims. They buy ads on social media that target specific groups. For example, they might aim ads for “miracle health cures” at older adults or ads for “get-rich-quick crypto schemes” at young men. The platform’s algorithm finds the people most likely to click on these ads.
  • High-Frequency Bot Attacks – Algorithms can be designed to overwhelm a target with communication. This includes “robocalls” that dial thousands of numbers each minute or email scripts that send out millions of phishing links. The algorithm tracks who clicks on the link or answers the phone, marking those people as “active” targets for further exploitation.
  • Social Engineering Scripts – Advanced algorithms can even tailor the scam script to the victim. If an algorithm determines you are interested in cryptocurrency based on your browsing history, it will direct you to a fake investment portal. If it sees you are looking for a pet, it will direct you to a fake breeder website.
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Red Flags of a Bad Algorithm

You can’t see the code that runs a website or app, but you can notice when a harmful algorithm is at work. If you see these warning signs, be very careful.

  • Unrealistic Returns – If an investment platform says their “trading algorithm” guarantees daily profits of 1% or more, it's a scam. No algorithm can perfectly predict the market or guarantee returns.
  • The “Black Box” Excuse – Scammers often say their technology is too complicated to explain or that it uses a “secret formula.” In contrast, real financial advisors and tech companies can describe their products clearly and simply.
  • Pressure to Act – Malicious algorithms often use countdown timers or fake “limited supply” notices to create a fear of missing out (FOMO).
  • Generic but “Personalized” Messages – If you receive a message that mentions your name or a specific detail about you, like your job title, but the rest of the message seems robotic or unclear, it is likely a template generated by a computer program.

Real-Life Example – The “Pig Butchering” Crypto Scam

To understand the danger, let’s look at how a scammer uses tricks to carry out a “Pig Butchering” scam. This is a long-term fraud where the scammer lures the victim with fake profits before taking all their money.

  • Step 1: The Setup – The scammer buys a ready-made investment website template that has a fake trading dashboard. They control the backend with a simple algorithm that makes it look like the market is moving.
  • Step 2: The Target – A scammer uses a bot to collect information from LinkedIn and Instagram. They target people aged 30 to 50 who follow finance pages and have recently posted about “investing” or “retirement.”
  • Step 3: The Contact – The algorithm sends a seemingly accidental message to thousands of these targets: “Hi Mike, are we still on for golf?” When the victim replies, “Wrong number,” the scammer engages in conversation, eventually pivoting to how they made a fortune using a new trading bot.
  • Step 4: The Hook – The victim is persuaded to invest a small amount, around $500. The scammer uses a program that shows the victim making money right away. The dashboard displays the $500 growing to $600 in just one day.
  • Step 5: The Fattening – The victim, encouraged by the algorithm's “success,” puts in their life savings. The algorithm keeps showing fake profits to make the victim feel happy and unaware of the truth.
  • Step 6: The Slaughter – When the victim tries to take out money, a “lock” mechanism is activated by the algorithm. It shows an error message that says the victim must pay a “tax fee” or “verification fee” to get their funds. After the victim pays this last fee, the scammer shuts down the website and disappears.
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What Should I Do If I Suspect a Bad Algorithm?

If you think you are dealing with a harmful algorithm or a scam website, take these steps right away:

  • Stop Engagement – Don't reply to messages. Don't click on links. Don't send money.
  • Disconnect – If you downloaded software or an app linked to the scam, immediately disconnect your device from the internet and uninstall the program. Then, run a virus scan.
  • Secure Accounts – If you shared any passwords, change them right away. Turn on two-factor authentication (2FA) for all important accounts.
  • Freeze Credit – If you shared personal identification numbers like your Social Security number, contact credit bureaus to freeze your credit

Resources Available for Victims

If you have fallen victim to an algorithm-driven scam, you are not alone, and there are resources to help you.

  • Federal Trade Commission (FTC) – Report the fraud at ReportFraud.ftc.gov. The FTC shares this data with law enforcement.
  • Internet Crime Complaint Center (IC3) – Run by the FBI, IC3 is the central hub for reporting cybercrime.
  • IdentityTheft.gov – If your personal information was stolen, IdentityTheft.gov helps you create a recovery plan.
  • Your Financial Institution – Contact your bank or credit card issuer immediately. They may be able to reverse the transaction or stop future unauthorized charges.

Summary

Algorithms are powerful tools that influence our online lives. However, scammers can turn these tools into weapons for theft. Criminals use algorithms to find and take advantage of vulnerable people quickly.

Scammers use data and automated tools to target you. Because of this, be wary of unsolicited messages and offers that seem too good to be true. Always question where the message comes from, check the technology being used, and don’t trust any program that claims it can easily provide you with money.

Remember, Stay Alert and Stay Informed!

Filed Under: Advice, AI scams, Avoiding Scams, Consumer Help, Identity Theft, Online Security, Phishing, Scammer Techniques, Senior Scams, Social Media Scams, Spyware, Stop Spam

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