As a promising dark matter candidate, primordial black holes (PBHs) lighter than
∼ 10-18
M
⊙ are supposed to have evaporated by today through Hawking radiation. This
scenario is challenged by the memory burden effect, which suggests that the evaporation of black
holes may slow down significantly after they have emitted about half of their initial mass. We
explore the astrophysical implications of the memory burden effect on the PBH abundance by today
and the possibility for PBHs lighter than ∼ 10-18
M
⊙ to persist as dark matter. Our
analysis utilizes current LIGO-Virgo-KAGRA data to constrain the primordial power spectrum and
infer the PBH abundance. We find a null detection of scalar-induced gravitational waves that
accompanied the formation of the PBHs. Then we find that PBHs are ruled out within the mass range
∼ [10-24,10-19]M
⊙. Furthermore, we expect that next-generation gravitational
wave detectors, such as the Einstein Telescope and the Cosmic Explorer, will provide even more
stringent constraints. Our results indicate that future detectors can reach sensitivities that
could rule out PBH as dark matter within ∼ [10-29
M
⊙,10-16
M
⊙] in the null
detection of scalar-induced gravitational waves.