Name		Name	Last commit message	Last commit date
parent directory ..
README.md		README.md
cifar10_input.py		cifar10_input.py
detect_adv_samples.py		detect_adv_samples.py
extract_artifacts.py		extract_artifacts.py
lid.ipynb		lid.ipynb
setup.sh		setup.sh
util.py		util.py

README.md

Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality

Paper: Ma et al. 2018

Setup

Run ./setup.sh to fetch models.

Breaks

Detection: PGD with high confidence