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ART 1.19.0

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@beat-buesser beat-buesser released this 20 Dec 00:51
· 43 commits to main since this release

This release of ART 1.19.0 introduces Steal Now Attack Later and Rescaling Auto Conjugate Gradient attacks and the Be Your Own Neighbourhood Detector (BEYOND) for adversarial examples.

Added

  • Added the Steal Now Attack Later (SNAL) evasion attack (#2440)
  • Added the Rescaling Auto Conjugate Gradient (ReACG) descent evasion attack (#2460)
  • Added the Be Your Own Neighbourhood Detector (BEYOND) for adversarial examples in PyTorch (#2489)
  • Added support for scikit-learn models with multiples outputs (#2505)

Changed

  • Changed AutoAttack to allow defining number of processes used in parallel processing (#2529)

Removed

[None]

Fixed

  • Fixed use of deprecated function binom_test from scipy (#2517)
  • Fixed bug in random sampling of patch locations in masks for adversarial patch attacks in PyTorch (#2539)