Is it safe to derive secret from alice's private key and alice's public key?
Yes, recovering the computed secret is as hard as doing it for conventional Diffie-Hellman and thus infeasible for any secure groups.

This is known as Square-Diffie-Hellman problem, the reduction to the computational Diffie-Hellman problem (CDH) can be found in this Q&amp;A.