It's very likely! There's a couple approaches one can take to detect this:
* The rip log generated by EAC includes a CRC of the audio data. I can calculate this independently to ensure the data is the same as what EAC wrote.
* The rip log itself has a checksum that can validate the CRCs are intact.
* I archive my rips in Google Cloud Storage along with a sha256. If my NAS's copy goes bad I can fetch the backup, and validate that it's the original data.
* Use a file system with strong data checks and repairability, basically meaning, ZFS with a sufficient redundant set up. "zpool scrub" can do wonders, and you can guarantee backups to a different pool are identical to the source.
In the scene they've used SFV (CRC32) for ages. It works very well and quick except it isn't useful against tampering. PAR2 provides additional parity, and it also useful if for Usenet. You can also use RAID. For example, Synology NAS easily allow RAID1 plus btrfs.