Deepfakes – Earlybirds Invest https://earlybirdsinvest.com Latest Crypto News Tue, 05 Aug 2025 09:16:28 +0000 en-US hourly 1 https://wordpress.org/?v=6.9.7 https://i0.wp.com/earlybirdsinvest.com/wp-content/uploads/2024/12/cropped-New-Project-2024-12-17T235703.455.png?fit=32%2C32&ssl=1 Deepfakes – Earlybirds Invest https://earlybirdsinvest.com 32 32 240146708 How fake news and deepfakes power the latest crypto pump-and-dump scams https://earlybirdsinvest.com/how-fake-news-and-deepfakes-power-the-latest-crypto-pump-and-dump-scams/ https://earlybirdsinvest.com/how-fake-news-and-deepfakes-power-the-latest-crypto-pump-and-dump-scams/#respond Tue, 05 Aug 2025 09:16:27 +0000 https://earlybirdsinvest.com/how-fake-news-and-deepfakes-power-the-latest-crypto-pump-and-dump-scams/

Key takeaways

  • Pump-and-dump schemes in Web3 manipulate a cryptocurrency’s price through coordinated buying along with misleading information and hype to lure investors in before a mass selling of a token, leaving it almost worthless.

  • Decentralized anonymity and 24/7 unregulated trading make the industry particularly vulnerable to these manipulative investment schemes.

  • A pump-and-dump follows four stages, including the token prelaunch, promotional hype building at launch, price pumping through buying action and a coordinated sell-off by orchestrators running off with profits. 

  • You can protect yourself from falling for pump-and-dumps by avoiding unsolicited investment advice, being skeptical of social media ads and avoiding schemes with promises of unrealistic returns in short time frames. 

Coordinated pump-and-dump schemes have dogged the Web3 ecosystem and crypto market for years. Often described as the Wild West of the digital world, the allure of quick profits has always attracted those looking to manipulate investments at the expense of others who believe unrealistic promises. 

With regulations continually playing catch-up, combined with the decentralized design of the industry, these schemes have often gone under the radar for law enforcement. Still, recent efforts show that Web3 is no longer impervious to regulators. For example, in October 2024, Operation Token Mirrors resulted in $25 million being seized and 18 people being charged. 

In this article, you’ll learn about “pump-and-dump schemes,” including their definition, how they operate and how to protect yourself from these sophisticated manipulation tactics. 

What are pump-and-dump schemes in Web3?

A pump-and-dump scheme refers to the intentional manipulation of a cryptocurrency or blockchain asset’s price. The market price of these digital assets is achieved through coordinated buying coupled with misleading information. 

Once the scheme ringleaders achieve their desired price, they initiate a violent sell-off to take their profits. This results in all other investors sitting on severely devalued or worthless tokens. The phrase refers to this process of “pumping up” a token’s price, then “dumping” the token and the price concurrently. As these assets generally have little to no value, the price never recovers, and innocent investors are stuck. 

Why do pump-and-dump schemes work in Web3?

The peer-to-peer decentralized design of Web3 makes it a fertile ground for this type of market manipulation. Often, token creators and project developers hide behind internet anonymity and use privacy-focused communication channels like Telegram. This makes it difficult for investors and authorities to hold schemers accountable for their deception.

Additionally, markets are tradeable 24/7 without concrete regulatory oversight or circuit breakers. Easy token creation on platforms like Pump.fun, which saw over 1 million tokens launched in 2024, further exacerbates the problem. 

Did you know? The insiders of a pump-and-dump scheme regularly net profits of over 100% and in the top cases, over 2,000% in a single event. 

How pump-and-dumps work in Web3

Web3 pump-and-dump schemes tend to follow four stages: pre-launch, launch, pump, and dump.

  1. Pre-launch: To kick things off, hype is built around a new or relatively low-valued token. This is done using strategies like pre-sales and community building on platforms like Telegram, Discord and X. 

  2. Launch: Promotion ramps up a new level, often including promoters like unsuspecting influencers to widen awareness and attract more excited investors. 

  3. Pump: Misleading or fake news is spread through the community about potential big price increases or business partnerships. This skyrockets the market price of the token as people invest increasing amounts while pushing demand through the roof. 

  4. Dump: When the Web3 token price manipulation reaches an attractively profitable level for the orchestrators, they sell off their holdings in large amounts. The huge sell-off causes the token’s supply to massively exceed demand and drop prices. Investors left holding tokens cannot sell before the token value is almost completely wiped out.

Did you know? Some coins can be targets of repeated pump-and-dump attacks. According to a study from the University of Bristol, the most attacked coin was targeted 98 times over a four-year period. 

Staying safe and spotting pump schemes in crypto

It can be difficult to distinguish Web3 trading manipulation tactics from an enthusiastic and legitimate investment opportunity. The potential rewards from getting in early on the next big legitimate crypto token provide perfect cover for the illegitimate decentralized pump-and-dump operators. 

Here’s how to spot potential fraud and coordinated crypto pump groups:

  • Avoid unknown investment advice: If a stranger contacts you on social media or a messaging app and quickly turns the conversation into a “sure thing” investment, then be wary. It’s best to be cautious and not engage. 

  • Crypto social media ads: Social media platforms have been plagued with investment ads that promise high returns. They might appear like legitimate companies or even use fake media to fool investors. Be particularly wary of high-profile celebrities who appear to be promoting Web3 projects. Often, manipulators create deepfakes of well-known names without their permission or backing.

  • Do your own research: Don’t fall for pressurized investment opportunities where it’s a “now or never” chance to invest. Always take your time to research projects. You should find out about the founders, developers, track record and company information. If this is obscure or insufficient, then it’s best to avoid investing. 

  • Spread your risk: Be vigilant for investment promises of high returns for little risk in a short timeframe. Certainly, don’t commit the majority of your funds to any single investment; instead, diversify your funds to spread the risk and rescue losses on any investments that go wrong in the event of crypto market manipulation in Web3.

This article does not contain investment advice or recommendations. Every investment and trading move involves risk, and readers should conduct their own research when making a decision.

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$4.6 Billion Lost to Crypto Scams in 2024, Deepfakes Behind the Fraud https://earlybirdsinvest.com/4-6-billion-lost-to-crypto-scams-in-2024-deepfakes-behind-the-fraud/ https://earlybirdsinvest.com/4-6-billion-lost-to-crypto-scams-in-2024-deepfakes-behind-the-fraud/#respond Tue, 10 Jun 2025 19:38:02 +0000 https://earlybirdsinvest.com/4-6-billion-lost-to-crypto-scams-in-2024-deepfakes-behind-the-fraud/

A report published on June 10 from Bitget



$3.49B

, SlowMist, and Elliptic revealed that scams in the crypto industry are rising, with deepfake technology playing a major role.

In 2024, total losses from crypto scams reached $4.6 billion, a 24% increase from the previous year. Almost 40% of the most serious cases involved deepfake videos or audio, often used to impersonate well-known figures in crypto.

In the first few months of 2025, 87 scam operations that used deepfake content were shut down across various parts of Asia. These groups relied on AI tools to create fake interviews, announcements, and endorsements that looked convincing.

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The report broke crypto scams into three main categories, deepfake impersonations, social manipulation, and schemes disguised as decentralized finance (DeFi) or GameFi projects. Deepfakes are becoming harder to detect, especially as the software used to create them becomes more advanced and widely available.

The authors stated that stopping these scams requires both awareness and action. For businesses, that means protecting internal systems, training staff regularly, and checking for signs of code or data leaks.

Gracy Chen, CEO of Bitget, gave three key tips for staying safe, which include checking information carefully, keeping high-risk activities separate, and avoiding rushed decisions. She advised users to verify any information they see through official websites or trusted sources, and not to rely solely on messages sent in public chats or replies on social media.

On June 5, Meta’s content review board requested that the company remove a Facebook video that featured a fake version of Ronaldo Nazário to promote a game app. Why? Read the full story.

Having completed a Master’s degree in Economics, Politics, and Cultures of the East Asia region, Aaron has written scientific papers analyzing the differences between Western and Collective forms of capitalism in the post-World War II era.
With close to a decade of experience in the FinTech industry, Aaron understands all of the biggest issues and struggles that crypto enthusiasts face. He’s a passionate analyst who is concerned with data-driven and fact-based content, as well as that which speaks to both Web3 natives and industry newcomers.
Aaron is the go-to person for everything and anything related to digital currencies. With a huge passion for blockchain & Web3 education, Aaron strives to transform the space as we know it, and make it more approachable to complete beginners.
Aaron has been quoted by multiple established outlets, and is a published author himself. Even during his free time, he enjoys researching the market trends, and looking for the next supernova.


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How to Spot Crypto Deepfakes https://earlybirdsinvest.com/how-to-spot-crypto-deepfakes/ https://earlybirdsinvest.com/how-to-spot-crypto-deepfakes/#respond Sun, 30 Mar 2025 06:17:00 +0000 https://earlybirdsinvest.com/how-to-spot-crypto-deepfakes/ Artificial intelligence tools are getting increasingly powerful with every passing month, and that means the threat of deepfakes is intensifying.

Doctored videos are often used to flog bogus crypto investment schemes, but they can also be weaponized for misinformation — spreading online like wildfire.

A comically bad example of this came in recent days, after Fox News host Laura Ingraham interviewed Donald Trump at the White House.

It appeared to show the president pulling back curtains to proudly display a framed copy of Bitcoin’s whitepaper within the Oval Office.

The clip was accompanied by an amateurish graphic that screamed “TRUMP SHOWS LAURA THE BITCOIN WHITEPAPER” — as if to insinuate that the footage had actually been broadcast on television.

To be honest, it’s difficult to understand what the motivation for this particular deepfake was. There doesn’t seem to have been any financial motive — it might even have been intended as satire.

Yet posts like this underline a serious point: crypto enthusiasts need to be more vigilant than ever before, and question the posts they see online.

So… let’s take a quick look at some top tips for spotting deepfakes.

1. Look Closely at the Face

While AI models can produce some pretty convincing videos, they aren’t perfect. One of their weak spots is perfectly emulating human expressions.

Experts at MIT say that — when you’re looking at footage of a person — scrutinize their cheeks and forehead to see whether they’re too smooth or wrinkly. Pay attention to whether they’re blinking too much… or too little. And focus on the lips too, as unnatural movement can indicate words are being put in their mouth.

2. What Are They Saying?

This next tip links nicely to the red flags that indicate a crypto scam more generally. If you come across a video of Elon Musk or Michael Saylor and they appear to be endorsing an investment opportunity, ask yourself this: would they really appear in a clip making too-good-to-be-true promises?

According to staggering research from McAfee, the average American comes across almost three deepfake videos a day. To make matters worse, there’s a growing trend of hackers overtaking the X accounts of celebrities to shill tokens.

3. Examine the Source

If you’re still pretty convinced that a deepfake video could be legitimate, it’s worth doing some research to see whether the claims stack up.

Typically speaking, a significant video from a notable crypto figure will have attracted coverage from a site like Cryptonews. Check out whether journalists have been able to verify whether this footage is real.

A lack of articles backing up the clip’s content will indicate that it’s bogus.

4. Check the Comments

Communities on X and Facebook can be pretty good at flagging whenever a deepfake video is doing the rounds — through systems such as “Community Notes.” But sometimes, it can take a few hours for warnings to appear.

A good back-up plan is to check the comments underneath a clip, as users will often call out when AI has been used for malicious purposes.

5. Take Extra Care with Audio

While deepfake videos offer certain visual clues that indicate something’s amiss, detecting manipulated audio can be pretty difficult.

Top tips here include scrutinizing the tone of someone’s voice — do they sound flatter, less emotive and less conversational than they usually would?

AI-generated audio often removes breathing noises in between sentences, which sounds incredibly unnatural. There might also be no background noise whatsoever — or too much.

The Stakes Are High

It’s crucial to raise awareness about the warning signs surrounding deepfakes.

One man who saw a manipulated video of a British celebrity ended up losing $35,000 after being tricked into putting his savings into a bogus crypto exchange.

Martin Lewis, a journalist who’s gained a reputation for being a “money saving expert,” described the rise of these clips as “frightening” — and called for regulators and the government to take swift action to protect the public.

Crypto businesses can also end up being vulnerable. Hackers managed to target a number of projects by pretending to be Binance’s former chief strategy officer Patrick Hillman.

Deepfakes have also been used to impersonate a number of other high-profile executives, often by drawing on footage from their past television interviews and conference appearances.

The post How to Spot Crypto Deepfakes appeared first on Cryptonews.

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