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  • šŸ‘‹ Hi, Iā€™m @Milkigit
  • šŸ‘€ Iā€™m interested in machine privacy and trustworthy AI.
  • šŸŒ± Iā€™m currently learning decentralized trustworthy computing and MPC.
  • šŸ’žļø Iā€™m looking to collaborate on trustworthy AI.
  • šŸ“« How to reach me [email protected].

Min's Projects

ml-privacy-csf18 icon ml-privacy-csf18

Code for the CSF 2018 paper "Privacy Risk in Machine Learning: Analyzing the Connection to Overfitting"

ml-visuals icon ml-visuals

šŸŽØ ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

mlrose icon mlrose

Python package for implementing a number of Machine Learning, Randomized Optimization and SEarch algorithms.

moflow icon moflow

MoFlow: an invertible flow model for generating molecular graphs

monero icon monero

Monero: the secure, private, untraceable cryptocurrency

mp-spdz icon mp-spdz

Versatile framework for multi-party computation

mpc icon mpc

zk-SNARK parameter multi-party computation protocol

mrcl icon mrcl

Code for the NeurIPS19 paper "Meta-Learning Representations for Continual Learning"

mrjob icon mrjob

Run MapReduce jobs on Hadoop or Amazon Web Services

mtcnn icon mtcnn

MTCNN face detection implementation for TensorFlow, as a PIP package.

nad icon nad

This is an implementation demo of the ICLR 2021 paper [Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks](https://arxiv.org/abs/2101.05930) in PyTorch.

nettack icon nettack

Implementation of the paper "Adversarial Attacks on Neural Networks for Graph Data".

nfc-reader-app icon nfc-reader-app

Display Tap Updater - an android reader app for updating e-ink screen on NFC-WISP

nni icon nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

nrp icon nrp

Official repository for "A Self-supervised Approach for Adversarial Robustness" (CVPR 2020--Oral)

ntee icon ntee

Neural Text-Entity Encoder (NTEE)

oblivious icon oblivious

Python library that serves as an API for common cryptographic primitives used to implement OPRF, OT, and PSI protocols.

occlum icon occlum

Occlum is a memory-safe, multi-process library OS for Intel SGX

ogb icon ogb

Benchmark datasets, data loaders, and evaluators for graph machine learning

oh-my-zsh icon oh-my-zsh

A delightful community-driven (with 1,100+ contributors) framework for managing your zsh configuration. Includes 200+ optional plugins (rails, git, OSX, hub, capistrano, brew, ant, php, python, etc), over 140 themes to spice up your morning, and an auto-update tool so that makes it easy to keep up with the latest updates from the community.

omniglot icon omniglot

Omniglot data set for one-shot learning

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