Weak OWF ⇒ Distributional OWF
Statement
Every weakly one-way function is distributionally one-way with the same polynomial : if every efficient inverter fails with probability at least for all sufficiently large , then for all efficient and all sufficiently large ,
with the statistical distance — folklore.
Sketch
The event that the first component is a preimage of the second has probability under and probability under .