Beast code in Giters

Ilya Razenshteyn's starred repositories

COVID-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

29179 865 3759

opacus

Training PyTorch models with differential privacy

Language:Jupyter NotebookApache-2.01612 43 280

CrypTen

A framework for Privacy Preserving Machine Learning

Language:PythonMIT1453 41 249

coronavirus

Folding@home COVID-19 efforts

Language:Python1095 70 36

MP-SPDZ

Versatile framework for multi-party computation

Language:C++NOASSERTION838 22 1273

Spartan

Spartan: High-speed zkSNARKs without trusted setup

Language:RustMIT628 16 34

TRADES

TRADES (TRadeoff-inspired Adversarial DEfense via Surrogate-loss minimization)

Language:PythonMIT503 10 27

ciphercore

User-friendly secure computation engine based on secure multi-party computation

Language:RustApache-2.0370 110

emp-tool

Language:C++NOASSERTION188 5 65

DGLE

Powerful independent cross-platform engine for 2D/3D games and visualizations. Young, strong and crazy!

Language:C++LGPL-3.0159 24 229

emp-ot

Oblivious Transfer, Oblivious Transfer Extension and Variations

Language:C++NOASSERTION155 8 34

semisup-adv

Semisupervised learning for adversarial robustness https://arxiv.org/pdf/1905.13736.pdf

Language:PythonMIT133 7 4

3db

A framework for analyzing computer vision models with simulated data

Language:PythonMIT121 2 3

securenn-public

Implementation of protocols in SecureNN.

Language:C++119 7 15

ot_estimators

Implementations of several fast approximate algorithms for geometric optimal transport (OT)

Language:C++MIT115 50

full-stack-hello

minimal instruction set and assembler/compiler for "Hello World" execution

Language:CNOASSERTION115 12 19

denoised-smoothing

Provably defending pretrained classifiers including the Azure, Google, AWS, and Clarifai APIs

Language:Jupyter NotebookMIT94 100

NTK4A

Code for the paper: "Tensor Programs II: Neural Tangent Kernel for Any Architecture"

Language:Jupyter Notebook90 3 2

robust-local-lipschitz

A Closer Look at Accuracy vs. Robustness

Language:Python85 7 1

discrete-gaussian-differential-privacy

Code for Canonne-Kamath-Steinke paper https://arxiv.org/abs/2004.00010

Language:PythonApache-2.055 10 2

rs4a

Randomized Smoothing of All Shapes and Sizes (ICML 2020).

Language:Jupyter Notebook50 2 1

org-sort-tasks

Functions to keep TODO tasks in orgmode sorted and organized.

Language:Emacs LispMIT38 3 3

barlow

Code for the CVPR 2021 paper: Understanding Failures of Deep Networks via Robust Feature Extraction

Language:Jupyter Notebook35 20

statopt

Statistical adaptive stochastic optimization methods

Language:PythonMIT32 6 1

TinyGarble2.0

Language:C++NOASSERTION29 3 2

algorithms-in-SEAL

Some algorithms for computation on encrypted data based on Microsoft SEAL

Language:C++26 3 1

rehashing

fast kernel evaluation in high dimensions via hashing

Language:C++MIT22 3 2

PathOHeap

Path Oblivious Heap C++ Reference Implementation

Language:C++MIT21 20

neural-locality-sensitive-hashing

End-to-End learning space partition for Locality Sensitive Hashing

Language:Python6 10

algory

Algorithms and data structures in Python

Language:PythonMIT3 20