IntelLabs / OSCAR
Object Sensing and Cognition for Adversarial Robustness
☆20Updated last year
Alternatives and similar repositories for OSCAR
Users that are interested in OSCAR are comparing it to the libraries listed below
Sorting:
- Discount jupyter.☆50Updated 2 months ago
- A certifiable defense against adversarial examples by training neural networks to be provably robust☆219Updated 9 months ago
- LaTeX source for the paper "On Evaluating Adversarial Robustness"☆255Updated 4 years ago
- ARMORY Adversarial Robustness Evaluation Test Bed☆180Updated last year
- Neural network verification in JAX☆143Updated last year
- Code for "Testing Robustness Against Unforeseen Adversaries"☆81Updated 9 months ago
- ☆123Updated 3 years ago
- Bluff: Interactively Deciphering Adversarial Attacks on Deep Neural Networks☆23Updated 2 years ago
- DeepOBS: A Deep Learning Optimizer Benchmark Suite☆106Updated last year
- Source code for "Neural Anisotropy Directions"☆15Updated 4 years ago
- Robust Vision Benchmark☆22Updated 7 years ago
- Code/figures in Right for the Right Reasons☆55Updated 4 years ago
- Certified defense to adversarial examples using CROWN and IBP. Also includes GPU implementation of CROWN verification algorithm (in PyTor…☆95Updated 3 years ago
- PyTorch-centric library for evaluating and enhancing the robustness of AI technologies☆56Updated last year
- A community-run reference for state-of-the-art adversarial example defenses.☆50Updated 7 months ago
- Datasets derived from US census data☆261Updated last year
- The Recognizing, Exploring, and Articulating Limitations in Machine Learning research tool (REAL ML) is a set of guided activities to hel…☆51Updated 3 years ago
- A powerful white-box adversarial attack that exploits knowledge about the geometry of neural networks to find minimal adversarial perturb…☆12Updated 4 years ago
- 🏔️ Summit: Scaling Deep Learning Interpretability by Visualizing Activation and Attribution Summarizations☆115Updated 5 years ago
- Example external repository for interacting with armory.☆11Updated 3 years ago
- reference implementation for "explanations can be manipulated and geometry is to blame"☆36Updated 2 years ago
- Algorithms for Privacy-Preserving Machine Learning in JAX☆94Updated last month
- Experiments for AAAI anchor paper☆63Updated 7 years ago
- CHOP: An optimization library based on PyTorch, with applications to adversarial examples and structured neural network training.☆77Updated last year
- Code for using CDEP from the paper "Interpretations are useful: penalizing explanations to align neural networks with prior knowledge" ht…☆127Updated 4 years ago
- python tools to check recourse in linear classification☆76Updated 4 years ago
- Code for our NeurIPS 2019 *spotlight* "Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers"☆225Updated 5 years ago
- This repository contains a simple implementation of Interval Bound Propagation (IBP) using TensorFlow: https://arxiv.org/abs/1810.12715☆160Updated 5 years ago
- Simpler human-readable labels for ImageNet 🏷☆132Updated 3 months ago
- ☆51Updated 4 years ago