How to remove Arena Ransomware and decrypt .arena files

Arena is a new variant of Dharma ransomware-type virus. Like all similar viruses, this one uses asymmetric encryption algorithm appending new extension (.arena) to affected files. For example, myfamily.jpg is changed to myfamily.jpg.arena.