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zkzhangke's Projects

adult-income-analysis icon adult-income-analysis

Exploratory data analysis for the Adult or Census Income dataset from UCI Machine Learning Repository : https://archive.ics.uci.edu/ml/datasets/adult

deepipr icon deepipr

This is the code repo of our NeurIPS2019 work that proposes novel passport-based DNN ownership verification schemes, i.e. we embed passport layer into various deep learning architectures (e.g. AlexNet, ResNet) for Intellectual Property Right (IPR) protection.

fgsm icon fgsm

Simple pytorch implementation of FGSM and I-FGSM

glow icon glow

Code for reproducing results in "Glow: Generative Flow with Invertible 1x1 Convolutions"

improved-gan icon improved-gan

Code for the paper "Improved Techniques for Training GANs"

mlmeetswat icon mlmeetswat

Related to the Euro S&P Paper 2018: Forgotten Siblings: Unifying Attacks on Machine Learning and Digital Watermarking

models icon models

Models and examples built with TensorFlow

privacy icon privacy

Library for training machine learning models with privacy for training data

tensorflow icon tensorflow

An Open Source Machine Learning Framework for Everyone

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