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.
Across 3,200+ reported cases
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.
Across 5,800+ reported cases
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.
Estimated annual losses
Scammers deploy a new token with malicious contract code
Add just enough liquidity to appear legitimate
Shill the token on social media with fake hype
Users can buy but hidden code blocks withdrawals
Create a clone of a legitimate crypto service
Offer fake airdrops or urgent security alerts
Steal wallet connections or private keys
Transfer all funds from compromised wallets
Both scams conclude with the attacker disappearing with all funds, leaving victims with worthless tokens or empty wallets.
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Note: These demo results show how TxShield works. For real analysis, try our full simulator with live blockchain scanning.
Go to Full SimulatorJust 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.
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