The described systems and methods described are directed at encoding
randomly distributed features in an object. Randomly distributed features
in an authentication object are determined. Data representing the
randomly distributed features is compressed and encoded with a signature.
A label is created and includes the authentication object and the encoded
data. The data may be compressed by determining a probability density
function associated with the authentication object. Vectors associated
with the randomly distributed attributes are determined based, at least
in part, on the probability density function. The vectors are encoded
using an arithmetic coding algorithm.