TrustML Audit Report

Model Audit Report

RandomForest Classifier

BTrustworthy

84.6

Trust Score / 100

Privacy

58.0

out of 100

Fairness

99.1

out of 100

Robustness

98.7

out of 100

84.6/100

Trust Score

B

Grade

7

Tests Run

3

Modules

PASS

Status

🔒

Privacy Audit

1 test · Membership Inference

58.0/100

Membership Inference▲MEDIUM 🟡

⚖️

Fairness Audit

3 tests · Bias Detection

99.1/100

Demographic Parity▲LOW 🟢

Disparate Impact▲LOW 🟢

Equalized Odds▲LOW 🟢

🛡️

Robustness Audit

3 tests · Adversarial Attacks

98.7/100

Noise Perturbation▲LOW 🟢

FGSM-style▲LOW 🟢

Feature Squeezing▲LOW 🟢