AI tool claims 97% efficacy in preventing ‘address poisoning’ attacks
May 22 2025 crypto
Trugard and Webacy have launched a machine learning–powered AI tool to detect crypto wallet address poisoning, claiming a 97% success rate.
Crypto cybersecurity firm Trugard and onchain trust protocol Webacy have developed an artificial intelligence-based system for detecting crypto wallet address poisoning.
According to a May 21 announcement shared with Cointelegraph, the new tool is part of Webacy’s crypto decisioning tools and “leverages a supervised machine learning model trained on live transaction data in conjunction with onchain analytics, feature engineering and behavioral context.”
The new tool purportedly has a success score of 97%, tested across known attack cases. “Address poisoning is one of the most underreported yet costly scams in crypto, and it preys on the simplest assumption: That what you see is what you get,” said Webacy co-founder Maika Isogawa.
Related News

Ripple Destekçilerine Müjde! Donald Trump’tan XRP İçin Stratejik Hamle!
David Sacks, White House AI & Crypto Czar olarak atandı. Atama, Ripple lehine umutları artırd...
Dec 06 2024
Read More
Bitcoin Fiyatında Şok Gelişme! 103 Bin 679 Dolar Zirvesi Sonrası Fundamental Endeksi Dibe Gidiyor!
Glassnode kurucu ortakları Bitcoin için düzeltme uyarısı yaptı. Bitcoin Fundamental Index d�...
Dec 06 2024
Read More
Tehlike Çanları ABD Doları İçin Çalıyor! Ünlü Ekonomistten Çarpıcı Uyarı!
Peter Schiff, Bitcoin'in ABD dolarını tehlikeye atabileceğini söyledi. Schiff, hükümet...
Dec 06 2024
Read More
Halka Açık En Büyük Bitcoin Yatırımcısından Yeni Alım Duyurusu! Artık 184 Milyon Doların Üzerinde Oturuyor!
Semler Scientific, 303 adet daha Bitcoin alarak toplam varlığını bin 873 adet BTC'ye çıkardı....
Dec 06 2024
Read More
Bitcoin Tek Mumla 156 Bin Yatırımcıyı Piyasadan Sildi! Kripto Para Piyasasında Büyük Şok!
Kripto para piyasasında 1 milyar doları aşan tasfiyelerle Bitcoin 103 bin dolardan 90 bin dolara ...
Dec 06 2024
Read More
Crypto Daybook Americas: It's Glass Half Full Despite Record Short ETF Volume
Your day-ahead look for Dec. 6, 2024
Dec 06 2024
Read More
U.S. Ether ETFs Post Record Inflows, Bitcoin ETFs Add Most in Two Weeks
The investment interest comes after ether added about 60% in a month.
Dec 06 2024
Read More
Crypto Markets Have Benefited From a Positive Environment Since U.S. Election: Citi
The nomination of crypto-friendly Paul Atkins as chair of the SEC provided the final boost that prop...
Dec 06 2024
Read More