Face each link, every wallet popup, every customer service message, verify first, then act.

Written by: Dilip Kumar Patairya

Translated by: Chopper, Foresight News

In the past, cybersecurity education often taught people simple methods to identify scams: pay attention to spelling errors, awkward phrases, and unusual formatting. In the early days of phishing attacks, this approach was indeed effective. Scam emails were often hastily written, poorly translated, and had very obvious flaws. Over time, people began to regard poor written expression as a warning signal.

However, the emergence of artificial intelligence has completely changed this situation.

With advanced AI tools, scammers can quickly create smoothly written emails, realistic customer service conversations, seemingly legitimate websites, and highly deceptive social content. Scammers no longer need strong writing skills to create convincing fraudulent traps. In the cryptocurrency space, once users click to authorize a transaction, their assets could instantly suffer losses, bringing new security risks.

Now, the threat does not come from the flood of obviously flawed information; rather, well-written and seemingly legitimate scam content can more easily cause people to let their guard down.

As AI technology continues to evolve, cryptocurrency users must also change their security strategies. Instead of getting caught up in whether the information itself is suspicious, it's better to verify each operation request through independent channels.

Common scam channels

Why text recognition used to be effective

Early phishing scams sought to cast a wide net, prioritizing quantity over content quality. Scammers would send out mass messages, hoping that just a few people would bite.

Since most scam groups are based overseas, or use simple translation tools, the messages they send often contain grammatical errors, awkward expressions, and chaotic formatting. Users gradually learned to treat these details as warning signals.

Various cybersecurity promotions have also popularized a series of basic identification skills:

• Check for spelling mistakes
• Avoid grammatically incorrect messages
• Be wary of strange expressions
• Pay attention to unusual formatting

These small techniques can quickly help filter out poorly made scam content.

But it was never a foolproof defense; it could only serve as a reminder. Over time, many people began to assume that professional-sounding text represented genuine reliability, and the proliferation of AI has completely shattered this inherent perception.

AI tools can mass-produce well-formatted and well-worded phishing content, relying on finding text errors to avoid scams, which is becoming increasingly unreliable.

How AI upgrades scam techniques

Large language models can generate natural, fluent text in multiple languages, which scammers use to create various fake content:

• Falsifying customer service chat logs
• Creating polished phishing emails
• Imitating legitimate exchange notifications
• Writing highly tempting investment proposals
• Publishing realistic Telegram group announcements
• Customizing fake wallet recovery guides

At the same time, AI also aids in implementing precise targeted attacks. Scammers use leaked data, as well as user data from platforms like LinkedIn, X platform, Discord, and Telegram, to tailor their scam messages.

The messages users receive may include these details:

• The tokens you recently purchased
• Your exchange account information
• The wallet service provider you are using
• The decentralized finance (DeFi) platforms you have accessed
• Customer service issues you have consulted about in public channels

Highly customized content significantly increases the credibility of scams.

Moreover, AI drawing and voice cloning technology make identity impersonation even easier. Forging executive videos, simulating customer service voices, and recreating brand visual elements can now be easily accomplished.

Unique risks faced by cryptocurrency users

The security logic of crypto assets is completely different from traditional banking. In traditional finance, if a user encounters a mistaken transfer or scam, they can usually contact their bank, payment institution, or risk control team to recover the funds. However, once a cryptocurrency transaction is confirmed on the blockchain, it is essentially irreversible.

Self-custody wallets also enlarge the attack surface. Scammers do not necessarily need to steal passwords or private keys; many times, they simply need to induce users to authorize malicious transactions or open high-risk wallet permissions to succeed.

This means that even if a user has never leaked their mnemonic phrase, a well-crafted scam interface can still pose significant risks.

Common forms of scams in the crypto space include:

• Fake airdrop claim websites
• Falsifying non-fungible token (NFT) minting activities
• Imitating exchange login pages
• Inducing connection to malicious wallets
• Popup prompts for malicious token authorization
• Fake staking mining interfaces
• Impersonating official customer service for scams
• Registering fake accounts on platforms like Telegram, Discord, etc.

With the help of AI, these scams can be mass-produced while maintaining the realism of both content and interface.

Core verification methods users should master

Faced with increasingly realistic scams, cryptocurrency users can no longer rely solely on superficial judgment; verification must become the first principle.

1) Carefully check the domain name

The appearance of a website can be imitated, but the URL is much harder to match perfectly. Scam domains often use these tricks: adding unnecessary characters, haphazard hyphens, using similar-looking symbols, altering subdomain names, and opting for uncommon suffixes.

Even if the page looks identical to the legitimate platform, do not blindly trust it based solely on the logo and visual effects. Recommended practices include:

• Manually enter the URLs of commonly used platforms
• Prioritize using saved bookmarks for wallets and exchanges
• Always verify the domain name before connecting your wallet
• Avoid clicking links in unfamiliar messages or promotions

A beautifully designed page does not denote a legitimate website.

2) Prioritize using official channel links

False announcements, high-quality impersonation accounts, and scam accounts have become common carriers for spreading scams. Scam links primarily spread through the following channels: Telegram groups, Discord channels, X platform comment sections, paid search ads, and fake customer service messages.

Be sure to confirm that links come from the project’s official website or official announcement channels, and you can also cross-reference updates from multiple official accounts to further reduce risk.

If you receive an unfamiliar private message claiming there is an urgent problem with your account, you must be vigilant.

Malicious link found in Bing search for Trezor wallet balance

3) Clarify wallet permissions before authorizing

Many users are under the misconception that any request that pops up from a wallet is safe. Especially when faced with seemingly professional websites, people often click to confirm without regard for permission details.

Wallet interactions involve various types of operations: connecting wallets, signing messages, authorizing token transfers, opening general permissions, triggering smart contract interactions, etc.

Among these, unlimited authorization carries the highest risk, allowing a malicious contract to transfer your assets as it pleases in the future. Always verify before authorizing, including the types of tokens involved, allowed transfer limits, the contract address initiating the request, and whether the operation details match your expectations.

Even if the website appears flawless, it may still trigger high-risk wallet operations.

4) Verify all details before signing a transaction

AI scams often use a sense of urgency to push users to confirm quickly. Before signing any transaction, make sure to check item by item the recipient address, token amount, selected public chain, contract interaction information, fee rules, and authorization scope.

If the page states "Claim reward" but requests unlimited token permissions, or states "Wallet verification" but initiates an asset transfer, stop immediately and check for risks.

Once transaction details do not align with expectations, do not proceed.

Many wallet scams begin when users publicly complain about account issues on social platforms. Scammers monitor related dynamics, then disguise themselves as customer service and send private messages to scam.

5) Verify contract addresses, do not trust token names lightly

Scammers will imitate token names and icons to create high-quality counterfeit coins. Tokens that seem to be named "USDT" or "ETH rewards" may have issuers who are completely unrelated.

Verification methods: Confirm the corresponding contract address for the token through the project’s official website, reputable blockchain explorers, official announcement materials, and information from major exchanges. Nowadays, with AI scams becoming increasingly realistic, relying solely on token names and icons to judge authenticity is becoming riskier.

6) Be wary of unsolicited customer service private messages

Impersonating official customer service remains a prevalent scam method in the cryptocurrency circle. Scammers monitor user help messages on social platforms and then privately message pretending to be staff, inducing users to perform wallet "verification," request mnemonic phrases, send malicious links, recommend remote control tools, or guide users to complete dangerous authorizations.

Legitimate official customer service will almost never proactively send private messages; platforms will also never ask for private keys or mnemonic phrases. If you encounter problems, please proactively contact customer service through official channels, and do not reply to unfamiliar private messages.

7) Urgency is often a sign of a scam

Even if a scam is produced perfectly, scammers still utilize psychological pressure to create a sense of urgency, often using phrases like: "Wallet has been stolen," "Tokens are about to expire, please claim quickly," "Account about to be banned," "Identity verification (KYC) failed," "Immediate security update required."

These kinds of phrases disrupt a person's judgment. The more they urge you to act immediately, the more you should slow down and carefully verify.

A simple rule for crypto security: Whenever you are asked to act immediately with your wallet, stop and calmly check.

A polished appearance no longer equates to safety

Today's scam websites can accurately replicate brand logos, colors, page layouts, and writing styles. AI can also assist in creating highly realistic FAQ pages, fake customer service responses, imitated news articles, and complete new user guidance processes with promotional copy.

Relying solely on visual effects is no longer sufficient to determine whether a platform is trustworthy. Attackers only need to seize a user's moment of carelessness to perpetrate irreversible asset theft.

The core of security protection is always verification: checking domain names, verifying contracts, reviewing wallet requests, confirming customer service identities, and clarifying transaction purposes. A beautifully designed site does not mean it is trustworthy.

Cryptocurrency security has evolved into a verification battle

AI has not created entirely new scam models, but has significantly upgraded the presentation and disguise levels of traditional scams. In the past, people were accustomed to relying on surface features to identify risks, yet overlooked the verification of the operations themselves, which can lead to colossal losses in the crypto industry.

Behind a perfectly worded text, there may lurk malicious links; a seemingly professional customer service response may induce you to authorize asset transfers; a website that could easily be mistaken for a real one might expose high-risk permissions.

The core insight is simple: fluent copy, exquisite interfaces, and familiar brand images cannot serve as guarantees of safety. Face every link, every wallet popup, every customer service message, verify first, then act.