☆26Feb 15, 2023Updated 3 years ago
Alternatives and similar repositories for relu_stable
Users that are interested in relu_stable are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Efficient Robustness Verification for ReLU networks (this repository is outdated, don't use; checkout our new implementation at https://g…☆30Nov 1, 2019Updated 6 years ago
- Evaluating Robustness of Neural Networks with Mixed Integer Programming☆117Updated this week
- Vision based algorithms for falsification of convolutional neural networks☆12Jan 25, 2018Updated 8 years ago
- A method for training neural networks that are provably robust to adversarial attacks. [IJCAI 2019]☆10Sep 3, 2019Updated 6 years ago
- ☆11Sep 3, 2020Updated 5 years ago
- OVAL framework for BaB-based Neural Network Verification☆17Dec 18, 2025Updated 3 months ago
- GAT: Generative Adversarial Training for Adversarial Example Detection and Robust Classification☆15Mar 25, 2023Updated 2 years ago
- ☆11Jan 2, 2020Updated 6 years ago
- An Algorithm to Quantify Robustness of Recurrent Neural Networks☆49Apr 24, 2020Updated 5 years ago
- ManifoldMixup with support for Interpolated Adversarial training☆17Mar 10, 2020Updated 6 years ago
- This repository contains a simple implementation of Interval Bound Propagation (IBP) using TensorFlow: https://arxiv.org/abs/1810.12715☆160Dec 20, 2019Updated 6 years ago
- A method for training neural networks that are provably robust to adversarial attacks.☆391Feb 16, 2022Updated 4 years ago
- Certified defense to adversarial examples using CROWN and IBP. Also includes GPU implementation of CROWN verification algorithm (in PyTor…☆98Jun 7, 2021Updated 4 years ago
- Single shot neural network pruning before training the model, based on connection sensitivity☆11Aug 7, 2019Updated 6 years ago
- Fooling neural based speech recognition systems.☆14Jun 9, 2017Updated 8 years ago
- Reference implementations for RecurJac, CROWN, FastLin and FastLip (Neural Network verification and robustness certification algorithms)…☆27Nov 23, 2019Updated 6 years ago
- Gold Loss Correction for training neural networks with labels corrupted with severe noise☆13Aug 17, 2019Updated 6 years ago
- ☆11Dec 22, 2018Updated 7 years ago
- Code for 'Vulnerability of deep learning based gait biometric recognition to adversarial perturbations'☆12May 16, 2017Updated 8 years ago
- ☆22Jun 23, 2021Updated 4 years ago
- ETH Robustness Analyzer for Deep Neural Networks☆343Jan 27, 2023Updated 3 years ago
- Code for our NeurIPS 2019 *spotlight* "Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers"☆227Nov 9, 2019Updated 6 years ago
- Code for Stability Training with Noise (STN)☆22Dec 27, 2020Updated 5 years ago
- Multiplayer Game in Unity3D☆11Dec 13, 2020Updated 5 years ago
- Tensorflow implementation of Generating Adversarial Examples with Adversarial Networks☆43Feb 7, 2019Updated 7 years ago
- ☆27May 27, 2020Updated 5 years ago
- Benchmark for LP-relaxed robustness verification of ReLU-networks☆42Apr 24, 2019Updated 6 years ago
- Adversarial learning by utilizing model interpretation☆10Oct 19, 2018Updated 7 years ago
- Robust evasion attacks against neural network to find adversarial examples☆858Jun 1, 2021Updated 4 years ago
- "Tight Certificates of Adversarial Robustness for Randomly Smoothed Classifiers" (NeurIPS 2019, previously called "A Stratified Approach …☆17Nov 16, 2019Updated 6 years ago
- ☆21Jul 16, 2019Updated 6 years ago
- Implementation of our NeurIPS 2018 paper: Deep Defense: Training DNNs with Improved Adversarial Robustness☆39Jan 30, 2019Updated 7 years ago
- ☆17Jun 28, 2018Updated 7 years ago
- Countering Adversarial Image using Input Transformations.☆496Sep 29, 2021Updated 4 years ago
- A blockchain based land registry application.☆18Jan 5, 2023Updated 3 years ago
- A challenge to explore adversarial robustness of neural networks on MNIST.☆760May 3, 2022Updated 3 years ago
- Implementation of Patch-wise Adversarial Regularization from "Learning Robust Global Representations by Penalizing Local Predictive Power…☆18Oct 27, 2019Updated 6 years ago
- an enumerative reactive synthesis tool for the GR(1) fragment of LTL☆13Jan 5, 2026Updated 2 months ago
- Provably defending pretrained classifiers including the Azure, Google, AWS, and Clarifai APIs☆100Apr 2, 2021Updated 4 years ago