New AI Tool Detects Rug Pulls on TON DEXs — Investor Protection Gets Smarter

A new AI-powered framework promises to detect rug pulls on TON decentralized exchanges within minutes, marking a breakthrough in DeFi investor safety.

• AI tool monitors TON DEXs like Ston.fi & DeDust.
• Identifies rug pull patterns before liquidity drains.
• Research introduces predictive safety for TON DeFi investors.

Researchers have unveiled a machine learning framework capable of detecting rug pulls on Toncoin decentralized exchanges within minutes. Published on ArXiv, the paper introduces predictive modeling techniques that identify suspicious liquidity patterns, contract interactions, and sudden trading anomalies—often before a rug pull is executed.

The tool has been tested on popular TON DEXs, including Ston.fi and DeDust, and has shown a high detection success rate. This innovation could significantly reduce investor losses by providing alerts and enabling automated countermeasures.

Experts believe such AI-driven safeguards could make TON DeFi safer and attract more institutional and retail users. As DeFi expands, AI protection frameworks may become a standard across multiple blockchains.

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