Alternatives and similar repositories for Robustra

Users that are interested in Robustra are comparing it to the libraries listed below

• AI-secure / VeriGauge
  A united toolbox for running major robustness verification approaches for DNNs. [S&P 2023]
  ☆90Updated 2 years ago
• klasleino / gloro
  Library for training globally-robust neural networks.
  ☆31Updated 4 months ago
• AI-secure / Certified-Robustness-SoK-Oldver
  This repo keeps track of popular provable training and verification approaches towards robust neural networks, including leaderboards on …
  ☆98Updated 3 years ago
• huanzhang12 / CROWN-IBP
  Certified defense to adversarial examples using CROWN and IBP. Also includes GPU implementation of CROWN verification algorithm (in PyTor…
  ☆99Updated 4 years ago
• IBM / CNN-Cert
  Codes for reproducing the experimental results in "CNN-Cert: An Efficient Framework for Certifying Robustness of Convolutional Neural Net…
  ☆27Updated 4 years ago
• YihanWang617 / On-ell_p-Robustness-of-Ensemble-Stumps-and-Trees
  Code of On L-p Robustness of Decision Stumps and Trees, ICML 2020
  ☆10Updated 5 years ago
• VeriDeep / DLV
  Safety Verification of Deep Neural Networks
  ☆50Updated 7 years ago
• columbia / pixeldp
  ☆66Updated 6 years ago
• eth-sri / colt
  Convex Layerwise Adversarial Training (COLT)
  ☆29Updated 4 years ago
• KaidiXu / Beta-CROWN
  β-CROWN: Efficient Bound Propagation with Per-neuron Split Constraints for Neural Network Verification
  ☆31Updated 4 years ago
• sokcertifiedrobustness / sokcertifiedrobustness.github.io
  Keeps track of popular provable training and verification approaches towards robust neural networks, including leaderboards on popular da…
  ☆19Updated last year
• tcwangshiqi-columbia / Neurify
  The released code of Neurify in NIPS 2018
  ☆49Updated 3 years ago
• tcwangshiqi-columbia / ReluVal
  The released code of ReluVal in USENIX Security 2018
  ☆60Updated 5 years ago
• VNN-COMP / vnncomp2023
  Fourth edition of VNN COMP (2023)
  ☆16Updated 2 years ago
• Testing4AI / RobOT
  Code release for RobOT (ICSE'21)
  ☆15Updated 3 years ago
• guanghelee / neurips19-certificates-of-robustness
  "Tight Certificates of Adversarial Robustness for Randomly Smoothed Classifiers" (NeurIPS 2019, previously called "A Stratified Approach …
  ☆17Updated 6 years ago
• shizhouxing / Fast-Certified-Robust-Training
  [NeurIPS 2021] Fast Certified Robust Training with Short Warmup
  ☆25Updated 6 months ago
• Hadisalman / robust-verify-benchmark
  Benchmark for LP-relaxed robustness verification of ReLU-networks
  ☆42Updated 6 years ago
• MadryLab / relu_stable
  ☆26Updated 2 years ago
• tcwangshiqi-columbia / symbolic_interval
  The library for symbolic interval
  ☆21Updated 5 years ago
• chawins / knn-defense
  Adversarial Examples on KNN (and its neural network friends)
  ☆20Updated 5 years ago
• tcwangshiqi-columbia / Interval-Attack
  Interval attacks (adversarial ML)
  ☆21Updated 6 years ago
• Testing4AI / DeepJudge
  Code release for DeepJudge (S&P'22)
  ☆52Updated 2 years ago
• tcwangshiqi-columbia / GCP-CROWN
  The official repo for GCP-CROWN paper
  ☆13Updated 3 years ago
• usnistgov / trojai-literature
  ☆149Updated last year
• wielandbrendel / adaptive_attacks_paper
  Code for "On Adaptive Attacks to Adversarial Example Defenses"
  ☆87Updated 4 years ago
• xingjunm / lid_adversarial_subspace_detection
  Code for paper "Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality".
  ☆125Updated 5 years ago
• VNN-COMP / vnncomp2021
  VNN Neural Network Verification Competition 2021
  ☆36Updated 4 years ago
• ZhaoyangLyu / POPQORN
  An Algorithm to Quantify Robustness of Recurrent Neural Networks
  ☆49Updated 5 years ago
• IBM / CROWN-Robustness-Certification
  CROWN: A Neural Network Verification Framework for Networks with General Activation Functions
  ☆39Updated 6 years ago