'Is Redaction in Google Cloud DLP reversible?

I can't find info on Google Doc's that mentioned it. I found this that says:

If you want to simply remove sensitive data from your input content, Cloud DLP supports a redaction transformation (RedactConfig in the DLP API).

Source: Google Doc

Does remove mean delete and irreversible?



Solution 1:[1]

Redaction deletes the part of the data that is specified to remove and it is not reversible.

Choosing the de-identification transformation depends on the data you want to de-identify and the purpose of de-identifying the data.

Cloud DLP supports some de-identification techniques and in that

Redaction is used to delete all or part of a detected sensitive value.If you want to simply remove sensitive data from the input, Cloud DLP supports a redaction transformation (RedactConfig in the DLP API).

redactConfig

Specifying redactConfig redacts a given value by removing it completely. The redactConfig message has no arguments; specifying it enables its transformation.

Crypto-based tokenization encrypts the original sensitive data using a cryptographic key. Cloud DLP supports several types of tokenization, including transformations that can be reversed, or "re-identified."

Reversible transformations can be reversed to re-identify the sensitive data using the content.reidentify method.

Refer to the link for more information on Crypto-based tokenization.

Solution 2:[2]

Cloud DLP supports a redaction transformation

Solution 3:[3]

Cloud DLP does support a collection of reversible anonymization techniques.

https://cloud.google.com/dlp/docs/transformations-reference

See the column "Can Reverse"

Sources

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Source: Stack Overflow

Solution Source
Solution 1
Solution 2 Shaminuzzaman Bhuiyan
Solution 3 Jordanna Chord