We demonstrate that in pair plasma weakly nonlinear electromagnetic waves, , experience Anderson self-localization. The beat between the driver and a back-scattered wave creates charge-neutral, large random density fluctuations , and corresponding fluctuations of the dielectric permittivity (random plasma density grating). Propagating in quasi-1D, waves in a medium with spatially random self-created fluctuations of dielectric permeability experience localization. {In the linear regime, the instability can be classified as Induced Brillouin Scattering; it is described by the parameter , related to the Pierce parameter of Free Electron Lasers. In the cold case, the growth rate is ( is laser nonlinearity parameter, is plasma frequency, is the laser frequency). } Anderson self-localization of light leads to (i) reflection of EM waves by the under-dense pair plasma; (ii) a wave already present inside the plasma separates into bright trapped pockets and dark regions. Mild initial thermal spread with , restores wave propagation by suppressing the seeds of parametrically unstable density fluctuations. A circularly polarized driver produces linearly polarized structures, with position angle varying randomly between the bright pulses. Time-variability of the resulting density structures does not suppress localization due to remaining corrections (not white noise). We discuss possible applications to astrophysical Fast Radio Bursts.

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