huanzhang12

Adversarial_Survey

Robustness vs Accuracy Survey on ImageNet

ATLA_robust_RL

Robust Reinforcement Learning with the Alternating Training of Learned Adversaries (ATLA) framework

CLEVER

CLEVER (Cross-Lipschitz Extreme Value for nEtwork Robustness) is a robustness metric for deep neural networks

CROWN-IBP

Certified defense to adversarial examples using CROWN and IBP. Also includes GPU implementation of CROWN verification algorithm (in PyTorch).

hogwildpp

HogWild++: A New Mechanism for Decentralized Asynchronous Stochastic Gradient Descent

ImageCaptioningAttack

Show-and-Fool: Adversarial Examples for Image Captioning task

lightgbm-gpu

Development Repository for GPU-accelerated GBDT training

ZOO-Attack

ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks

alpha-beta-CROWN

alpha-beta-CROWN: An Efficient, Scalable and GPU Accelerated Neural Network Verifier (winner of VNN-COMP 2021, 2022, and 2023)

auto_LiRPA

auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks and General Computational Graphs

huanzhang12/ZOO-Attack

ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks

huanzhang12/Adversarial_Survey

Robustness vs Accuracy Survey on ImageNet

huanzhang12/CROWN-IBP

Certified defense to adversarial examples using CROWN and IBP. Also includes GPU implementation of CROWN verification algorithm (in PyTorch).

huanzhang12/lightgbm-gpu

Development Repository for GPU-accelerated GBDT training

huanzhang12/CLEVER

CLEVER (Cross-Lipschitz Extreme Value for nEtwork Robustness) is a robustness metric for deep neural networks

huanzhang12/ATLA_robust_RL

Robust Reinforcement Learning with the Alternating Training of Learned Adversaries (ATLA) framework

huanzhang12/ImageCaptioningAttack

Show-and-Fool: Adversarial Examples for Image Captioning task

huanzhang12/hogwildpp

HogWild++: A New Mechanism for Decentralized Asynchronous Stochastic Gradient Descent

huanzhang12/CertifiedReLURobustness

Efficient Robustness Verification for ReLU networks (this repository is outdated, don't use; checkout our new implementation at https://github.com/Verified-Intelligence/auto_LiRPA instead)

huanzhang12/RecurJac-and-CROWN

Reference implementations for RecurJac, CROWN, FastLin and FastLip (Neural Network verification and robustness certification algorithms) [Do not use this repo, use https://github.com/Verified-Intelligence/auto_LiRPA instead]

huanzhang12/SA_PPO

[NeurIPS 2020 Spotlight] State-adversarial PPO for robust deep reinforcement learning

huanzhang12/mpss-modules

Intel Xeon Phi MPSS Modules for Linux 4.2.0

huanzhang12/CROWN-Robustness-Certification

CROWN: A Neural Network Robustness Certification Algorithm for General Activation Functions (This repository is outdated; use https://github.com/Verified-Intelligence/auto_LiRPA instead)

huanzhang12/sampling_tensor_decomp

Fast Approximate Orthogonal Tensor Decomposition Based on Importance Sampling

huanzhang12/SA_DDPG

[NeurIPS 2020 Spotlight] State-adversarial DDPG for robust deep reinforcement learning

huanzhang12/tensorflow-alexnet-model

Pretrained TensorFlow protobuf for AlexNet model

huanzhang12/decentralized_sgd

huanzhang12/ECE584-SP24-assignment2

huanzhang12/tensorflow-densenet-models

Pretrained Frozen Densenet Protobuf for TensorFlow

huanzhang12/alpha-beta-CROWN_vnncomp22

Repo for VNN-COMP submission only. For other purposes please use the latest verifier at https://abcrown.org

huanzhang12/threads

Threads for Lua and LuaJIT. Transparent exchange of data between threads is allowed thanks to torch serialization.

huanzhang12/torch-ipc

A set of primitives for parallel computation in Torch

huanzhang12/HotSpot-GPU

GPU accelerated version of the HotSpot simulator, a popular temperature modeling tool

huanzhang12/ShowAttendAndTellModel

huanzhang12/vnncomp2024_tinyimagenet_benchmark

huanzhang12/compute

A C++ GPU Computing Library for OpenCL

huanzhang12/decentralized-training

huanzhang12/GCP-CROWN

The official repo for GCP-CROWN paper

huanzhang12/LightGBM

LightGBM GPU staging/merging tree

huanzhang12/vnncomp2024_cifar100_benchmark