SecantZhang

efficient-decision-based-black-box-adversarial-attacks-on-face-recognition

tpch-pgsql

Implements the [TPCH benchmark](http://www.tpc.org/tpch/) for Postgres

calcite

Apache Calcite

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

snoopy

A high-throughput oblivious storage system

accessorize-to-a-crime

Code for attacking state-of-the-art face-recognition system from our paper: M. Sharif, S. Bhagavatula, L. Bauer, M. Reiter. "Accessorize to a Crime: Real and Stealthy Attacks on State-of-the-Art Face Recognition." In Proc. CCS, 2016.

elle

Black-box transactional safety checker based on cycle detection

noisepage

Self-Driving Database Management System from Carnegie Mellon University

ML4DB-paper-list

Papers for database systems powered by artificial intelligence (machine learning for database)

redis

Redis is an in-memory database that persists on disk. The data model is key-value, but many different kind of values are supported: Strings, Lists, Sets, Sorted Sets, Hashes, Streams, HyperLogLogs, Bitmaps.

dongbei

东北方言编程语言

emp-tool

PathORAM

Path ORAM reference implementation

Refool

label_consistent_attacks_pytorch

A minimal PyTorch implementation of Label-Consistent Backdoor Attacks

pytorch_resnet_cifar10

Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.

pytorch-classification

Classification with PyTorch.

Handcrafted-DP

ZOO_Attack_PyTorch

This repository contains the PyTorch implementation of Zeroth Order Optimization Based Adversarial Black Box Attack (https://arxiv.org/abs/1708.03999)

label-consistent-backdoor-code

Code for "Label-Consistent Backdoor Attacks"

tianshou

An elegant PyTorch deep reinforcement learning library.

adversarial-robustness-toolbox

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

smoothing-adversarial

Code for our NeurIPS 2019 *spotlight* "Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers"

smoothing

Provable adversarial robustness at ImageNet scale

PyTorch_CIFAR10

Pretrained TorchVision models on CIFAR10 dataset (with weights)

dla

Code for the CVPR 2018 Oral Paper "Deep Layer Aggregation"

PhotoCollage

Graphical tool to make photo collage posters

dl2

DL2 is a framework that allows training neural networks with logical constraints over numerical values in the network (e.g. inputs, outputs, weights) and to query networks for inputs fulfilling a logical formula.

towards-neural-programming-interfaces

The code repository associated with the NeurIPS 2020 paper: "Towards Neural Programming Interfaces"

pytorch-deep-generative-replay

PyTorch implementation of "Continual Learning with Deep Generative Replay", NIPS 2017