Abstract
The flux of high-energy astrophysical $\gamma$ rays is attenuated by the
production of electron-positron pairs from scattering off of extragalactic
background light (EBL). We use the most up-to-date information on galaxy
populations to compute their contributions to the pair-production optical
depth. We find that the optical depth inferred from $\gamma$-ray measurements
exceeds that expected from galaxies at the $\sim2\sigma$ level. If the excess
is modeled as a frequency-independent re-scaling of the standard contribution
to the EBL from galaxies, then it is detected at the $2.7\sigma$ level (an
overall $14-30\%$ increase of the EBL). If the frequency dependence of the
excess is instead modeled as a two-photon decay of a dark-matter axion, then
the excess is favored over the null hypothesis of no excess at the $2.1\sigma$
confidence level. While we find no evidence for a dark-matter signal, the
analysis sets the strongest current bounds on the photon-axion coupling over
the $8-25$ eV mass range.
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