Blockchain, DeFi attack, TxLucent

Blockchain Attack Detection Reaches 1.56% False Negatives Using Only Function Names

Blockchain attack detection gains broader coverage from a signal most detectors ignore: function names. TxLucent, a detector from the University of British Columbia, converts transaction call traces into function name sequences and classifies them with a Transformer, reaching a 1.56% false negative rate on 424 real incidents and a 0.0017% false positive rate on 537 ...