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The most frightening thing in Web3 is not technical attacks, but that kind of "taken for granted" trust.
Late last year, I almost fell for it. At the time, I was managing a liquidity position of over a thousand BNB, and the verification window that popped up on my screen looked exactly like the one from the protocol I usually use. I didn’t think much of it then and was about to sign — until my hardware wallet flashed a warning about an unfamiliar contract interaction, and I realized something was wrong. Cold sweat, really.
This is the new tactic used by phishing sites now. They no longer rely on simple typos; instead, they use AI to crawl the front-end code of on-chain protocols, even simulating familiar interaction delays. On-chain security data from Q3 2025 shows that targeted frauds against high-net-worth users account for over 40% of total stolen funds. This is no longer just a technical battle; it’s a psychological war.
Therefore, "data verification" in Web3 is truly a matter of life and death. Many people think that just checking the URL is enough, but it’s far more than that. You need to understand the underlying logic — what contract you’re signing, which function is being called, whether the direction of balance changes is correct. Especially those operations that seem the most normal are often the easiest to let your guard down.
That alert from my hardware wallet saved my life.