I Built a Vision AI That Blocks Blockchain Attacks Invisible to Text-Based Systems — From Ouagadougou, Burkina Faso

I Built a Vision AI That Blocks Blockchain Attacks Invisible to Every Text-Based Security System — From Ouagadougou, Burkina Faso

How a fine-tuned Vision-Language Model on AMD MI300X detected a Drain Star attack that scored 0.42 on every existing system — and blocked it in 48ms.

The Attack That Slipped Through Everything

It was 14:32:01 UTC. Nine wallets simultaneously initiated transfers toward a single hub address. Each transfer: $0.48 USDC. Each one, individually, looked completely normal.

The receiving hub had no prior negative reputation. The sending wallets had clean histories. The transaction amounts were below average for each sender. Frequency was moderate. No single transaction triggered any rule.