Acoustic cavitation noise has been subjected to phase space analysis to determine its attractor and the attractor dimension. A surprisingly low-dimensional attractor with correlation dimension of about 2.5 has been found in the chaotic (broadband noise) region, a dimension which seems characteristic for driven damped nonlinear oscillators.