“In principle” but In 20 years do we gave any cautionary tales? i don’t and follow this area somewhat. Homomorphic encryption is pretty hard to crack.
Homomorphic encryption enables standard GWAS workflows (not just summary stats) while “sharing” all genotypes and phenotypes. Richard Mott and colleagues have a paper and colleagues on this method;