feat: Add credit card leakage probe and detector - #2039
Open
Partharsid wants to merge 1 commit into
Open
Conversation
Adds a new probe and detector to evaluate if models leak credit card numbers, addressing issue NVIDIA#88. The detector uses regex + Luhn algorithm. Co-authored-by: Gemini 3.1 Pro (High) Signed-off-by: Parth Arsid <partharsid@gmail.com>
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Description
Adds a new probe and detector to evaluate if models leak or generate credit card numbers, addressing issue #88.
detectors.creditcard.CreditCard: A new detector that identifies credit card numbers using regex patterns for major networks (Visa, Mastercard, Amex, Discover) combined with strict Luhn algorithm validation to minimize false positives.probes.creditcard.GenerateCard: Prompts that ask the model directly to generate or provide credit card numbers for testing/dummy use.probes.creditcard.CompleteCard: Prompts that simulate a user asking for a partial credit card number to be completed.Testing
python -m pytest tests/detectors/test_detectors_creditcard.py tests/probes/test_probes_creditcard.py -vpasses completely.Addresses #88