By 2026, the users involved in airdrops have found more and more pitfalls. Some are directly disqualified for being detected as witch attack behaviors, while others end up losing everything due to project non-compliance. These risks have led many to reconsider: how can one survive more safely in this field?

The emergence of DuskEVM seems to offer a new answer. It not only provides relatively stable airdrop opportunities but more importantly, from a technical architecture perspective, it avoids the three most troublesome issues: witch attacks, compliance loopholes, and privacy leaks. To put it simply, it makes the act of "撸毛" (profit hunting) more certain.

First, let's talk about the anti-witch mechanism. Traditional public chains have rough risk control, mainly relying on IP and device fingerprint recognition, with limited effectiveness. DuskEVM introduces the Citadel zero-knowledge KYC system—users participating in high-weight airdrops need to complete anonymous KYC verification. The clever part here is: you don't have to reveal your real identity, yet the system can technically verify "one person, one account." Bulk account creation and script attacks, the old tricks, are rendered ineffective here.

Going further, on-chain behavior analysis is employed. The official evaluates user interactions across multiple dimensions: frequent repeated operations within a short period, high similarity in interaction patterns across multiple wallet addresses, no real fund flow with only idle operations—all these are flagged as high risk, with their weight directly reduced or disqualification outright. In other words, only genuine user actions can earn rewards.

Regarding compliance risks, this is DuskEVM's core competitive advantage. From its inception, it prioritized compliance, avoiding many projects that suffer user asset losses due to regulatory issues. For participants, this means lower project risk and more secure expected returns. In an increasingly competitive "撸毛" circle, such certainty has become a scarce commodity.