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Symmetry of Maxwell equations for electric-magnetic duality

According to Griffiths's book on electrodynamics, including magnetic charge the Maxwell equations become

$$ \begin{align*} \nabla \cdot \vec{E} &= \frac{\rho_e}{\epsilon_0} &&& \nabla \times \vec{E} + \partial_t \vec{B} &= -\mu_0 \vec{j}_m \\ \nabla \cdot \vec{B} &= \mu_0 \rho_m &&& \nabla \times \vec{B} - \partial_t \vec{E} &= \mu_0 \vec{j}_e \end{align*} $$

where $\rho_e$ and $\rho_m$ are the electric and magnetic charge densities, and $\vec{j}_e$ and $\vec{j}_m$ are the electric and magnetic current densities. I've taken $\mu_0 \epsilon_0 = c = 1$ for simplicity.

In problem 7.60 he asks to show the invariance of these equations under a duality transformation

$$ \begin{pmatrix} E' \\ B' \\ \end{pmatrix} = \begin{pmatrix} \cos \alpha & \sin \alpha \\ -\sin \alpha & \cos \alpha \\ \end{pmatrix} \begin{pmatrix} E \\ B \end{pmatrix} $$

with the same matrix applied to a "row vector" of the charge and current densities.

This looks like a $SO(2)$ symmetry. However, when I presented this fact in an exam, the professor said this was not the entire symmetry group showing electromagnetic duality. Sadly, he didn't know what the full group was either.

My idea now was to define a complex vector field $\vec{F} = \vec{E} + i \vec{B}$ with corresponding complex sources $\rho = \rho_e + i \rho_m$ and $\vec{j} = \vec{j}_e + i \vec{j}_m $. Then Maxwell's equations turn into

$$ \begin{align*} \nabla \cdot \vec{F} &= \rho \\ \nabla \times \vec{F} -i \partial_t \vec{F} &= i \mu_0 \vec{j} \end{align*} $$

The duality symmetry I can spy in this is multiplying $\vec{F}$, $\rho$ and $\vec{j}$ with the same complex number, which is equivalent to the earlier $SO(2)$ and a rescaling.

Is this the full group? If not, what am I still missing?