We perform three-dimensional attenuation tomography using microseismic data recorded during an underground mine development. The whole path attenuation parameter t * is obtained by least-squares inversion of P-wave amplitude spectra of the events recorded by 7 monitoring wells each containing 4 3C geophones. For tomographic inversion, we use 292 events out of the total 488 identified events for which the corner frequencies ranged between 120 to 210 Hz. The inverted quality factor Q varies between 9 to 100 with the event cluster location characterized by low Q value of 10. Two high Q regions of 45-55 are located, one between 0 to 0.2 km East and 0.3 to 0.5 km North, and another centered around 0.5 km East and 0.25 km North. The high (-low) Q values show a good correlation with the high (-low) velocities present in the velocity tomography model. Thus, the attenuation model can reveal heterogeneity present within the mine thereby providing valuable geological insights in regions not accessible for direct sampling.