Code for paper "Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality".
☆122Nov 4, 2020Updated 5 years ago
Alternatives and similar repositories for lid_adversarial_subspace_detection
Users that are interested in lid_adversarial_subspace_detection are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for "Detecting Adversarial Samples from Artifacts" (Feinman et al., 2017)☆113Feb 14, 2018Updated 8 years ago
- Code for paper "Dimensionality-Driven Learning with Noisy Labels" - ICML 2018☆58Jun 11, 2024Updated last year
- Imbalanced Gradients: A New Cause of Overestimated Adversarial Robustness. (MD attacks)☆11Aug 29, 2020Updated 5 years ago
- Code for the paper "A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks".☆355Aug 13, 2019Updated 6 years ago
- Code for ICML2019 Paper "On the Convergence and Robustness of Adversarial Training"☆34Apr 28, 2020Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Benchmarking and Visualization Tool for Adversarial Machine Learning☆188Apr 4, 2023Updated 3 years ago
- This is the official code for "Revisiting Adversarial Robustness Distillation: Robust Soft Labels Make Student Better"☆45Aug 29, 2021Updated 4 years ago
- There are my Pytorch codes for charactering adversarial subspace using local intrinsic dimensionality.☆13Apr 26, 2022Updated 4 years ago
- Code for ICLR2020 "Improving Adversarial Robustness Requires Revisiting Misclassified Examples"☆152Oct 15, 2020Updated 5 years ago
- ☆11Jan 25, 2022Updated 4 years ago
- Strongest attack against Feature Scatter and Adversarial Interpolation☆24Dec 26, 2019Updated 6 years ago
- [ICLR2021] Unlearnable Examples: Making Personal Data Unexploitable☆174Jul 5, 2024Updated last year
- Codes for NeurIPS 2020 paper "Adversarial Weight Perturbation Helps Robust Generalization"☆189Feb 18, 2021Updated 5 years ago
- [ICLR 2020] A repository for extremely fast adversarial training using FGSM☆444Jul 25, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Code corresponding to the paper "Adversarial Examples are not Easily Detected..."☆88Nov 1, 2017Updated 8 years ago
- Visualization of Adversarial Examples☆34Oct 14, 2018Updated 7 years ago
- ☆12Mar 24, 2023Updated 3 years ago
- ☆42Sep 9, 2023Updated 2 years ago
- [NeurIPS 2021] "Class-Disentanglement and Applications in Adversarial Detection and Defense"☆45Jan 18, 2022Updated 4 years ago
- Adversarial Distributional Training (NeurIPS 2020)☆63Mar 17, 2021Updated 5 years ago
- MagNet: a Two-Pronged Defense against Adversarial Examples☆102Oct 13, 2018Updated 7 years ago
- Codes for ICLR 2020 paper "Skip Connections Matter: On the Transferability of Adversarial Examples Generated with ResNets"☆70Nov 17, 2020Updated 5 years ago
- ☆16Feb 20, 2020Updated 6 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Robust evasion attacks against neural network to find adversarial examples☆861Jun 1, 2021Updated 4 years ago
- ☆86Feb 6, 2021Updated 5 years ago
- The winning submission for NIPS 2017: Defense Against Adversarial Attack of team TSAIL☆238Mar 27, 2018Updated 8 years ago
- ☆31Feb 1, 2019Updated 7 years ago
- This is the repository for the AI2019, tutorial on adversarial machine learning☆16Jul 20, 2020Updated 5 years ago
- Code for "On Adaptive Attacks to Adversarial Example Defenses"☆85Feb 18, 2021Updated 5 years ago
- Code for ICCV2019 "Symmetric Cross Entropy for Robust Learning with Noisy Labels"☆172Jun 16, 2021Updated 4 years ago
- white box adversarial attack☆36Jan 30, 2021Updated 5 years ago
- TRADES (TRadeoff-inspired Adversarial DEfense via Surrogate-loss minimization)☆552Mar 30, 2023Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Detect adversarial images from intermediate features in distance space☆12Aug 22, 2018Updated 7 years ago
- Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples☆907Jun 10, 2023Updated 2 years ago
- Mitigating Adversarial Effects Through Randomization☆120Mar 20, 2018Updated 8 years ago
- Code for the paper "Adversarial Training and Robustness for Multiple Perturbations", NeurIPS 2019☆47Dec 8, 2022Updated 3 years ago
- Coupling rejection strategy against adversarial attacks (CVPR 2022)☆29Mar 2, 2022Updated 4 years ago
- Robustness vs Accuracy Survey on ImageNet☆99Aug 3, 2021Updated 4 years ago
- Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models (published in ICLR2018)