Trusted-AI/adversarial-robustness-toolbox 0.4.0

ART 0.4.0

on GitHub

Added

• Class art.classifiers.EnsembleClassifier: support for ensembles under Classifier interface
• Module art.data_generators: data feeders for dynamic loading and augmentation for all frameworks
• New function fit_generator to classifiers and adversarial trainer
• C&W L_inf attack
• Class art.defences.JpegCompression: JPEG compression as preprocessing defence
• Class art.defences.ThermometerEncoding: thermometer encoding as preprocessing defence
• Class art.defences.TotalVarMin: total variance minimization as preprocessing defence
• Function art.utils.master_seed: setting master seed for random number generators
• pylint for Travis

Changed

• Restructure analyzers from poisoning module

Fixed

• PyTorch classifier support on GPU