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2023: The Rise of Honeypot Scams

In 2023, the DeFi space saw an explosion of sophisticated honeypot scams targeting inexperienced investors.

These scams allowed deposits but blocked withdrawals, locking funds permanently. Attackers exploited trust in new projects and the FOMO mentality prevalent in crypto markets.

Total Losses in 2023

$M

Across 3,200+ reported cases

2024: Escalating Threats

The following year saw attackers refine their techniques, with losses nearly doubling from the previous year.

New variations emerged, including "soft honeypots" that allowed partial withdrawals to appear legitimate before locking funds.

Total Losses in 2024

$M

Across 5,800+ reported cases

The Revert Transaction Problem

Beyond honeypots, revert transactions have become another major pain point for crypto users.

These malicious contracts appear to execute transactions normally but silently revert them after taking fees, draining wallets over time.

Revert Transaction Losses

$M

Estimated annual losses

The Scammer's Playbook

🪙

1. Token Creation

Scammers deploy a new token with malicious contract code

Honeypot
💧

2. Fake Liquidity

Add just enough liquidity to appear legitimate

Honeypot
📢

3. Marketing Push

Shill the token on social media with fake hype

Honeypot
🕳️

4. Deposit Trap

Users can buy but hidden code blocks withdrawals

Honeypot
🌐

1. Fake Site

Create a clone of a legitimate crypto service

Phishing
🎣

2. Bait Setup

Offer fake airdrops or urgent security alerts

Phishing
🔑

3. Credential Harvest

Steal wallet connections or private keys

Phishing
💸

4. Asset Drain

Transfer all funds from compromised wallets

Phishing
💨

Exit Strategy

Both scams conclude with the attacker disappearing with all funds, leaving victims with worthless tokens or empty wallets.

Both scams

Test Drive TxShield

Try our interactive scam detector demo with real-world examples

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Simulation Results

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Note: These demo results show how TxShield works. For real analysis, try our full simulator with live blockchain scanning.

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10,000+
Scams Detected
$42M
Protected
99.7%
Accuracy
24/7
Protection

What People Say
About Our Platform

Just checked out TxShield — really cool stuff! I can totally see how something like this can help people feel safer when interacting with Web3 apps. The interface is clean, and I love that it's straight to the point without being overwhelming.

Definitely a solid idea, especially with so many sketchy contracts out there. Would be awesome to see it evolve further.
User profile
Ravi Sankar
Web 3 Developer
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Get in Touch

Have a project in mind or want to collaborate? Reach out and we'll respond within 24 hours.

txshield.contact@gmail.com