Your SSN is "dimensionality reduction" over your data. It's still your private data. Same for your race, sexiual orientation, hobbies, etc
SSN is a lookup key into the raw data. Dimensionality reduction is by definition lossy since it's used in scenarios where: rows of data = n <<< m = number of features