We will present the signature scheme SQISign, (for Short Quaternion and Isogeny Signature) exploiting isogeny graphs of supersingular elliptic curves. The signature and public key sizes combined are an order of magnitude smaller than all other post-quantum signature schemes. Its efficient implementation and security analysis open new research challenges.