Skip to content

Incorrect Membership Inference Attack #3

@rufimelo99

Description

@rufimelo99

Describe the bug
PR #2 introduced a conceptual bug.
Incorrect Membership Inference Attack example on MNIST dataset.
The attack did not use all the class probabilities. This problem is a multi-class one.

To Reproduce

  •  - Just running the example python examples/mnist/membership_inference_attack.py

Expected behaviour
The behaviour should be similar. The attacker model should not receive 1 feature, but 10 instead.

Metadata

Metadata

Assignees

Labels

No labels
No labels

Projects

No projects

Milestone

No milestone

Relationships

None yet

Development

No branches or pull requests

Issue actions