TTi Technologies is developing a machine learning prototype to withstand the increasing threat of network cyber attacks. This system significantly outperforms leading signature-based Intrusion Detection Systems. TTi's approach embeds network payloads in vector spaces such that anomalous patterns can be identified geometrically.