-   Two further $Z^\prime$ cases with widths of $10$ GeV and $200$ GeV. In both cases the masses are held at $2$ TeV.

-   A scalar colour-octet [@Frederix:2007gi], with a mass of $2$ TeV and the scalar and axial parameters fixed to ensure the width is $\sim89.6$ GeV.

-   A scalar colour-singlet with a mass of $2$ TeV and a width of $89.6$ GeV.

Table \[tab:bsmResultsAE\] shows the results of testing the adversarially-trained autoencoder on the new signals. In each case the adversary is able to perform well, with the difference between the upper and lower AUC scores showing that the new signals do not hinder the ability of adversary to desensitise the autoencoder to the smearing. This behaviour is of course expected, since the same background samples are used to test against each new signal. We also show estimates of the potential limits on the cross sections that can be obtained using the classification performance of the autoencoder. These are calculated by finding the points on the ROC curves that maximise $S/\sqrt{B}$, then comparing them to the background cross section and assuming an integrated luminosity of 100 fb$^{-1}$. We then require that $S/\sqrt{B}>2$ to set a 95% confidence limit. 