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katjaauernhammer's Projects

awesome icon awesome

:sunglasses: Curated list of awesome lists

bert icon bert

TensorFlow code and pre-trained models for BERT

cleverhans icon cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

deepfool icon deepfool

A simple and accurate method to fool deep neural networks

foolbox icon foolbox

Python toolbox to create adversarial examples that fool neural networks

fooling icon fooling

Code base for "Deep Neural Networks are Easily Fooled" CVPR 2015 paper

icsim icon icsim

Instrument Cluster Simulator

lime icon lime

Lime: Explaining the predictions of any machine learning classifier

limited-blackbox-attacks icon limited-blackbox-attacks

Code for "Black-box Adversarial Attacks with Limited Queries and Information" (http://arxiv.org/abs/1804.08598)

pdfpc icon pdfpc

A presenter console with multi-monitor support for PDF files.

prototypedl icon prototypedl

Codebase for "Deep Learning for Case-based Reasoning through Prototypes: A Neural Network that Explains Its Predictions" (to appear in AAAI 2018)

sam icon sam

Security Abstraction Model for the EAST-ADL

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