๐ Elliptic, a blockchain analytics firm, is making strides in using AI to spot Bitcoin money laundering. Working with MIT-IBM Watson AI Lab, they've successfully identified illicit funds, new laundering patterns, and illegal wallets.
๐ง The secret sauce? A deep learning model that focuses on "subgraphs" - chains of transactions indicating Bitcoin laundering. This approach zeroes in on the broader laundering process, not just individual illicit wallets.
๐ Testing this technique with an undisclosed crypto exchange, they predicted 52 "money laundering" subgraphs. 14 were confirmed linked to flagged users - a strong performance given less than 1 in 10,000 accounts are usually flagged.
๐ก The data (200M+ transactions) is now public, inviting the community to develop new AI methods for spotting illegal crypto activities.
๐ค AI's role in blockchain is growing, with VC investment in Web3 and AI startups hitting $637M in 2023. AI agents are even projected to dominate the blockchain sector in 2024.
๐ Thoughts on AI's role in combating crypto crime? Let's chat in the comments! #Web3 #AI #Blockchain