The Kosmosis Approach to Crypto Rug Pull Detection (opens in new tab)

Crypto rug pulls have become a major threat to the integrity of blockchain ecosystems, with illicit activities surging and resulting in significant financial losses. Existing approaches to detect crypto asset fraud are based on the analysis of transaction graphs within blockchain networks. While effective for identifying transaction patterns indicative of fraud, existing approaches do not capture the semantics of transactions and are constra...