It's easily verifiable, see [1] under "Educational Attainment of Adults".

13% of unauthorized immigrants have completed college, as compared to 31% of US-born and 30% of authorized immigrants.

[1] https://www.migrationpolicy.org/data/unauthorized-immigrant-...