github Trusted-AI/adversarial-robustness-toolbox 1.18.0
ART 1.18.0

latest releases: 1.20.1, 1.20.0, 1.19.2...
14 months ago

This release of ART 1.18.0 introduces Overload Attack on object detection models and provides fast accurate loss gradients in Projected Gradient Descent for all norms.

Added

  • Added Overload Attack on object detection models (#2337)
  • Added support for all norms in Projected Gradient Descent attacks (#2382)
  • Added support for feature scaling in inference attacks (#2384)

Changed

  • Replaced model specific estimators for Yolo and Faster-RCNN with single estimator for all object detection models in PyTorch (#2321 )

Removed

[None]

Fixed

  • Fixed scaling of gradients of non-L[2, infinity] norms in Projected Gradient Descent attacks (#2382)

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