The release log for PrivacyGuard.
- First beta release of PrivacyGuard, an extensible library for Privacy Attacks and Analyses.
- Includes a modular interface of BaseAttack and BaseAnalysisNode
- Includes the following attacks implementations
- Calibration Attack
- LiRA Attack
- Loss Attack
- RMIA Attack
- Text Inclusion Attack
- Probabilistic Memorization Attack
- Includes the following analysis implementations
- Membership Inference Attack Analysis
- Text Inclusion Analysis
- Probabilistic Memorization Analysis from Logits
- Probabilistic Memorization Analysis from Logprobs
- Reference Model Comparison