AI Sniper: 97% Success Rate in Cracking Cryptocurrency "Address Poisoning" Scam

In the world of cryptocurrency, a new type of scam known as "address poisoning" is rampant. Attackers create addresses that closely resemble the victim's wallet to trick users into making incorrect transfers. Recent data shows that this type of attack has caused losses exceeding $83 million. Now, cybersecurity companies Trugard and Webacy have teamed up to launch an AI defense tool that claims to intercept 97% of such attacks.

The core of this AI tool lies in three major innovative technologies:

Dynamic Feature Recognition: By analyzing millions of transaction data, the system can identify counterfeit address features that are difficult for humans to detect.

Behavioral Context Analysis: A comprehensive assessment of over 20 transaction indicators, including transfer frequency, amount characteristics, etc.

Continuous Evolution Capability: Automatically generating tens of thousands of new attack variants daily to train the model.

The technical team has adapted traditional cybersecurity "anomaly detection algorithms" for blockchain, achieving three breakthroughs:

Static rules have been upgraded to dynamic learning models.

Time series analysis has been introduced to track usage habits.

Transaction graphs have been established to identify attack correlations.

Although the AI tool provides strong protection, users still need to remain vigilant. Recommendations:

• Use an address book to save commonly used addresses.

• Verify all characters before making large transfers.

• Enable the wallet's address verification feature.

• Be wary of sudden "zero-value" transfers.

The emergence of this AI defense system has built an intelligent firewall for cryptocurrency users. In a digital jungle that experiences 3 million attack attempts daily, a 97% interception success rate signifies a significant enhancement in security levels. As technology continues to evolve, this cat-and-mouse game will escalate, but at least for now, ordinary investors have more reliable protection.

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