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Security in Crypto and Telegram

How threats work, how to recognize them, and how not to lose money in an environment where deception often looks like analysis.

Introduction

Many crypto losses start not with a technical vulnerability, but with misplaced trust in a source.

The crypto environment and Telegram are spaces where information spreads quickly, and trust forms even faster. The problem is that a seemingly useful channel, “analytics,” or investment offer is not always what it appears to be.

This page is not a set of banal tips, but an analysis of how scams really work and how to avoid them.

How a scam works

The Mechanics of Deception

A scam rarely looks like an “obvious fraud.” It is built on basic psychological triggers.

Trust

Creating an image of expertise and insider knowledge.

Greed

Demonstrating quick and easy money.

Pressure

A feeling of a “last chance” and time scarcity.

Illusion of control

Belief in the rationality of one’s own choice within someone else’s scenario.

How a user falls for a scam

The Anatomy of a Trap

Almost every scam follows a predictable sequence of events. By recognizing these recurring patterns, you can see through the illusion before the first step is even taken.

1
Discovery

It often starts with a targeted ad, a recommendation in a trusted group, or a direct message that feels like a lucky find.

2
The Hook

Polished screenshots and constant “winning” streaks are designed to trigger FOMO, making the opportunity seem too good to miss.

3
Trust Building

Fake testimonials, professional-grade content, and a large (but often artificial) subscriber count create a false sense of security.

4
The Offer

The trap is set through a specific call to action, often framed as a limited-time bypass to standard market risks.

5
The Action

The critical threshold where technical control is handed over. A single click or signature is usually all that is required.

6
The Outcome

The moment the script ends. Assets are moved through mixers or smart contracts, leaving the user with no recourse.

Important
Loss of funds almost always occurs after a single user action. This single point of failure is often a moment of misplaced trust, where a user unknowingly authorizes access, bypassing all technical safeguards in an instant.

Common scam methods

Threat Landscape

While scams evolve, they almost always rely on these core methodologies. Understanding them is your best defense.

Tokens and Smart Contracts
Honeypot

A token or smart contract that lets the user buy an asset but blocks or severely restricts selling it. As a result, the funds end up effectively locked inside the fraudulent scheme.

Wallet Drainer

The user is led into interacting with a malicious smart contract or signing a dangerous approval. This can give the attacker the ability to withdraw certain assets from the wallet.

Rug Pull

Creation of a token followed by developers withdrawing liquidity, causing the token’s value to drop to zero.

Fake Token

Creation of tokens mimicking popular assets but having no real value.

Telegram and Social Schemes
Channel Clone

Creating a copy of a channel with the same name, design, and content to deceive users.

Pig Butchering

A long-term scheme building trust, after which the victim invests funds and loses them.

Influencer

Promotion of tokens by influencers followed by exiting positions, leading to losses for the audience.

Review Scam

Fake review sites are created to discredit real projects and promote “verified” ones. Then the user is moved to private communication and drawn into an investment scam.

Trading and Investments
Signal Scam

Selling trading signals with fake statistics. The user receives losing recommendations or no service at all.

50/50 Trading

The audience is split into groups given opposite signals (long/short). One group profits, from which the scammer takes a commission; the other loses funds.

Trust Management

Users are offered to hand over funds to a trader for management. After transfer, the scammer ceases communication.

Fake Platform

Fake exchanges or investment platforms showing balance growth but making withdrawals impossible.

Technical Attacks
Phishing

Fake websites and forms designed to steal data or wallet access.

Fake App

Fake wallet or exchange apps through which users transfer funds without the possibility of recovery.

Drainer

A malicious website, bot, or dApp that convinces the user to connect a wallet and sign a dangerous transaction or approval. The attacker then gains the ability to withdraw the available assets.

API Scam

Having obtained trading API keys, scammers can use the victim's account to manipulate low-liquidity assets, making losing trades and thereby shifting value to accounts under their control.

TON and Airdrop Schemes
TON Scam

Schemes within the TON ecosystem, including fake airdrops, bots, NFTs, and websites imitating Tonkeeper or other popular services.

Airdrop

Offering free tokens requiring wallet connection or transaction signing, resulting in loss of funds.

Financial Schemes
Ponzi

Payments to participants are made from new investors’ funds. When new investments stop, the system collapses.

Fake Staking

Platforms with high returns are created. Users invest or connect wallets but cannot withdraw funds or lose them through malicious contracts.

Giveaway

Users are asked to send cryptocurrency with a promise of a larger return. After sending, funds are not returned.

P2P Scam

Schemes around buying or selling cryptocurrency directly between users: fake payment confirmations, fraudulent intermediaries, moving the conversation off the exchange, or demands for additional payments.

Fake Lawyers

Scammers pose as legal firms promising to recover funds. After applying, users pay various “services” and fees without results.

Red flags

Spot the Trap

Scams often hide in plain sight. These common patterns are designed to manipulate your judgment - recognizing them is your first line of defense.

Guaranteed profit

A promise of guaranteed or nearly risk-free high returns.

Urgency

A feeling of a “last chance” and artificial time scarcity.

Lack of Transparency

Vague explanations that hide how the strategy actually works.

Hidden Monetization

Subtle ways to extract value through referral links or kickbacks.

Unverified Proof

Screenshots of massive profits without any verifiable on-chain data.

Artificial Growth

A sudden surge in audience numbers to create an illusion of trust.

Aggressive Outreach

Unsolicited private messages pushing “exclusive” opportunities.

Access Requests

The final step: a demand to connect a wallet or share API keys.

Basic Safety Rules

The Foundation of Security

Security starts with habits, not just tools. By following these core principles, you create a baseline of protection that technical safeguards alone cannot provide.

Links

Never follow unsolicited or suspicious links.

Seed Phrases

Your recovery phrase is for your eyes only.

Connections

Only link your wallet to verified platforms.

API Keys

Never share API credentials with third parties.

Verification

Always double-check domains and source authenticity.

Promises

Be skeptical of “guaranteed” results.

If there’s doubt, that’s already a signal to stop.

How Market Filter Helps

A Filter for the Unseen

We analyze channels and chats, their content, monetization methods, reputation, and potential signs of fraud, so that it is easier for users to assess a source and the risks associated with it.

Source Identity

Know exactly what the source is. We verify the history and intent of every channel.

Risk Profile

Understand the danger before you act. We expose hidden red flags and monetization traps.

Trust Verification

Make informed decisions. Use our independent ratings to validate any project.

Think of Market Filter as an additional layer of security. If you feel even a shadow of doubt, use our catalog to verify the source before taking a single irreversible action.
You can't eliminate risk entirely in crypto. But you can manage it. And the first step is not to trust anything that looks too good to be true.

Collaboration

We analyze channels and gather up-to-date information about them. Want to add a channel or discuss a partnership? Write to us.