ART 1.15.1

[beat-buesser]

This release of ART 1.15.1 provides updates to ART 1.15

Added

[None]

Changed

[None]

Removed

[None]

Fixed

• Fixed deprecation warning by replacing the import statement from scipy.ndimage.filters import median_filter with from scipy.ndimage import median_filter (Deprecation Fix in spatial_smoothing.py #2211)
• Fixed bug limiting input shapes in AutoProjectedGradientDescent and AutoConjugateGradient attacks to be images to support any input shapes (Add support for arbitrary-shaped input in APGD and ACG attacks #2214)
• Fixed missing support for index-labels in AdversarialTrainerTRADESPyTorch (Adding label check to trades adversarial trainer #2231)
• Fix bug in PyTorchObjectDetector and PyTorchYolo estimators to support non-leaf tensors to retain gradient properties if moved to another device (FIx PytorchObjectDetector Loss Gradient Bug #2238, Fix PyTorch Object Detection Estimators Missing Gradients Bug #2249)
• Fixed unintended required dependency Pillow to be optional again (Make PIL an optional dependency #2240)
• Fixed circular dependencies in art.estimators.certification (Remove circular dependency in art.estimators.certification #2241)

---

This discussion was created from the release ART 1.15.1.