ARMORY v0.8.0

Changelog

Infrastructure

• Configurable output directory names (#594)
• Increase SHM size for Docker containers (#595)
• Optionally send evaluation results to a MongoDB instance (#581)
• Enable armory download in no-docker mode (#569)
• Document how to add non-Python paths as needed (#579)
• Improve error messages (#563, #564)
• Bugfix: SSL verification configuration check for external repo downloads (#566)
• Remove unused field budget from config files (#580)
• Fix port mapping for Docker containers (#593)

Attacks

• Fix PGD attacks to accept optional ground truth labels (#597)

Defenses

• Add new JpegCompression defense (#588)

Scenarios

• Make results of SincNet deterministic (#575)
• Improve randomization of poisoning scenario (#586)
• Update baseline metrics for image classification scenario (#589)

Datasets

• Add documentation for adversarial datasets (#596)
• Add initial documentation of dataset splits (#599)
• Create paired adversarial dataset for Imagenet adversarial samples (#576)
• Create paired adversarial dataset for RESISC45 (#568)

Metrics

• Add SNR perturbation metrics (#573)