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adversarialattack-finefool

FineFool: Fine Object Contour Attack via Attention, an adversarial attack method combined with attention mechanism

aif360

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

awesome-automl-papers

A curated list of automated machine learning papers, articles, tutorials, slides and projects

caserecommender

Case Recommender: A Flexible and Extensible Python Framework for Recommender Systems

certpri

Certifiable Prioritizing Test Inputs for Deep Neural Networks

d-gex

Deep learning for gene expression inference

faceswap

Deepfakes Software For All

fairlearn

A Python package to assess and improve fairness of machine learning models.

fairness-indicators

Tensorflow's Fairness Evaluation and Visualization Toolkit

fashion-mnist

A MNIST-like fashion product database. Benchmark :point_right:

gene-expression-profiling-study

gone

We propose GONE, a Generic O(1) NoisE layer added behind any DNNs’ output layer at the inference stage.

honeyfl

inversecooking

Recipe Generation from Food Images

kekehu_dtldp

ml-fairness-gym

neuronfair

Interpretable White-Box Fairness Testing through Biased Neuron Identification

physical-attack

Physical attack on face, license plate and road sign recognition system

prioritize_deepgini

prioritize_prima

This is the implementation repository of our ICSE 2021 paper: Prioritizing Test Inputs for Deep Neural Networks via Mutation Analysis.

rad-paw

RAD-PAW: Reconstructed Adversarial Defense via Pixel Attention Weight

reverse-cross-entropy

Reverse Cross Entropy Training for Adversarial Detection (NeurIPS 2018)

rosita

ROSITA: Enhancing Vision-and-Language Semantic Alignments via Cross- and Intra-modal Knowledge Integration

sfe

Salient Feature Extractor for Adversarial Defense on Deep Neural Networks

tcav

tensorflow

An Open Source Machine Learning Framework for Everyone

tpu

Reference models and tools for Cloud TPUs.

umap

Uniform Manifold Approximation and Projection

vidvrd-helper

Video Visual Relation Detection