adv-lib - Adversarial Library v0.2.4

• Remove synchronization caused by torch.tensor
• Manually perform Adam operations in C&W attacks (approx 10% speedup)

- Python
Published by jeromerony 9 months ago

adv-lib - Adversarial Library v0.2.3

• Add properly parallelized DeepFool attack with sample-wise early-stopping
• Add SuperDeepFool attack
• Improve other label generation used in FAB and DF
• Fix pyproject.toml to correctly discover modules

- Python
Published by jeromerony over 1 year ago

adv-lib - Adversarial Library v0.2.2

• Fix step size in PGD to support float
• Minor in-place optimizations
• Replace setup.py by pyproject.toml for publication on PyPi

- Python
Published by jeromerony over 1 year ago

adv-lib - Adversarial Library v0.2.1

• Add σ-zero $\ell_0$ attack
• Fix FMN with starting points
• Minor performance improvement on simplex projection
• Improve README

- Python
Published by jeromerony over 2 years ago

adv-lib - Adversarial Library v0.2.0

• Add several segmentation attacks in the adv_lib.attacks.segmentation module: DAG, ASMA, PDGD, PDPGD and ALMA prox
• Fix save method for adv_lib.utils.visdom_logger.VisdomLogger
• Improve pytorch<1.9 compatibility
• Allow tensor ε for PGD
• Several minor improvements for FAB, DDN and FMN
• Minor performance improvements using torch.amax instead of torch.max(dim=1).values
• Fix FGA and VFGA best index selection
• Improve README

- Python
Published by jeromerony about 3 years ago

adv-lib - Adversarial Library v0.1.2

• Add FGA attack
• Fix PDGD and PDPGD attacks
• Minor optimizations with in-place operations
• Remove unused arguments in C&W

- Python
Published by jeromerony about 4 years ago

adv-lib - Adversarial Library v0.1.1

• Added StrAttack
• Fixed Trust-Region attack
• Updated VFGA
• Minor performance improvements using inplace operations

- Python
Published by jeromerony over 4 years ago

adv-lib - First release of the library

- Python
Published by jeromerony over 4 years ago