PEP stands for post-exposure prophylaxis. Unlike PrEP which is taken before an HIV-negative person might be exposed to the virus, PEP is taken afterwards and can prevent the virus from making copies of itself and making a home in the body.
Check out this ninety second video from Greater Than AIDS for more.