From a RSA vendor leaflet

I'm looking at some leaflets that a got from some vendors at the RSA Expo. I've just caught this on one of them:"included signature-based anomaly detection capabilities"WTF is that!?!?! Can anyone explain to me what is "signature-based anomaly detection"?