ARMORY v0.7.0

Changelog

Infrastructure

• Private external repo env variable changed from GITHUB_TOKEN -> ARMORY_GITHUB_TOKEN
• Update access pattern for armory paths (#514)
  • Now uses paths.runtime_paths()
• Enabled armory to be ran on host without docker using --no-docker (#480)
  • Documentation
• Going forward there should be very light pulls needed for new armory docker containers (#477)
  • Recommend running armory clean after installation
• Custom docker containers are now enabled using armory launch (#467)
  • Also available in a configuration file as before
• Made SSL verification part of the global config (True by default) (#488)
  • May need to recreate global config with armory configure
• Both external_repo_dir and the root of cloned repositories are now added to python sys path during evaluation.
  • See documentation for more details
• Add --gpus flag for exec, launch, and run (#531)
• Various changes to how output and temp directories are created (No user impact)

Scenario Outputs

• Now use uuid for scenario output directory (#503)
• Added timestamp to output JSON (#524)

Jupyter

• Launching armory containers with --jupyter now uses token authentication (#551)

Datasets

• Enabled datasets to return either NumPy generator (default) or tf.data.Dataset (#481)
• Added pre-built adversarial datasets for UCF, RESISC and Librispeech (#541 #519 #530)

Video Scenario

• Fixed adversarial attack on video scenario (#464)

Poisoning Scenario

• Enable poison scenario to have no filtering component (#518)
• Update pre-processing function for baseline model (#526)

Examples

• Added TF Graph MNIST model and example config (#542)