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ZOO-Attack
ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural NetworksAdversarial_Survey
Robustness vs Accuracy Survey on ImageNetCROWN-IBP
Certified defense to adversarial examples using CROWN and IBP. Also includes GPU implementation of CROWN verification algorithm (in PyTorch).alpha-beta-CROWN
alpha-beta-CROWN: An Efficient, Scalable and GPU Accelerated Neural Network Verifier (winner of VNN-COMP'21)lightgbm-gpu
Development Repository for GPU-accelerated GBDT trainingCLEVER
CLEVER (Cross-Lipschitz Extreme Value for nEtwork Robustness) is a robustness metric for deep neural networksATLA_robust_RL
Robust Reinforcement Learning with the Alternating Training of Learned Adversaries (ATLA) frameworkhogwildpp
HogWild++: A New Mechanism for Decentralized Asynchronous Stochastic Gradient DescentCertifiedReLURobustness
Efficient Robustness Verification for ReLU networks (this repository is outdated, don't use; checkout our new implementation at https://github.com/Verified-Intelligence/auto_LiRPA instead)RecurJac-and-CROWN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]SA_PPO
[NeurIPS 2020 Spotlight] State-adversarial PPO for robust deep reinforcement learningmpss-modules
Intel Xeon Phi MPSS Modules for Linux 4.2.0CROWN-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CROWN: A Neural Network Robustness Certification Algorithm for General Activation Functions (This repository is outdated; use https://github.com/Verified-Intelligence/auto_LiRPA instead)sampling_tensor_decomp
Fast Approximate Orthogonal Tensor Decomposition Based on Importance SamplingSA_DDPG
[NeurIPS 2020 Spotlight] State-adversarial DDPG for robust deep reinforcement learningtensorflow-alexnet-model
Pretrained TensorFlow protobuf for AlexNet modeldecentralized_sgd
tensorflow-densenet-models
Pretrained Frozen Densenet Protobuf for TensorFlowECE584-SP24-assignment2
alpha-beta-CROWN_vnncomp22
Repo for VNN-COMP submission only. For other purposes please use the latest verifier at https://abcrown.orgpasscode-fix
Fixing convergence problems in Parallel ASynchronous Stochastic dual Co-ordinate Descent (PASSCoDe)ShowAttendAndTellModel
HotSpot-GPU
GPU accelerated version of the HotSpot simulator, a popular temperature modeling toolvnncomp2024_tinyimagenet_benchmark
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