Code for paper "Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality".
☆122Nov 4, 2020Updated 6 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)☆111Feb 14, 2018Updated 8 years ago
- Code for paper "Dimensionality-Driven Learning with Noisy Labels" - ICML 2018☆58Jun 11, 2024Updated 2 years ago
- Imbalanced Gradients: A New Cause of Overestimated Adversarial Robustness. (MD attacks)☆11Aug 29, 2020Updated 6 years ago
- Code for ICML2019 Paper "On the Convergence and Robustness of Adversarial Training"☆34Apr 28, 2020Updated 6 years ago
- Benchmarking and Visualization Tool for Adversarial Machine Learning☆187Apr 4, 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.
- Code for ICLR2020 "Improving Adversarial Robustness Requires Revisiting Misclassified Examples"☆152Oct 15, 2020Updated 6 years ago
- [NeurIPS2021] Exploring Architectural Ingredients of Adversarially Robust Deep Neural Networks☆34Jul 5, 2024Updated 2 years ago
- Code for the paper "A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks".☆356Aug 13, 2019Updated 7 years ago
- Code corresponding to the paper "Adversarial Examples are not Easily Detected..."☆89Nov 1, 2017Updated 9 years ago
- This is the repository for the AI2019, tutorial on adversarial machine learning☆16Jul 20, 2020Updated 6 years ago
- [ICLR2021] Unlearnable Examples: Making Personal Data Unexploitable☆178Jul 5, 2024Updated 2 years ago
- [ICLR 2020] A repository for extremely fast adversarial training using FGSM☆444Jul 25, 2024Updated 2 years ago
- There are my Pytorch codes for charactering adversarial subspace using local intrinsic dimensionality.☆13Apr 26, 2022Updated 4 years ago
- This is the official code for "Revisiting Adversarial Robustness Distillation: Robust Soft Labels Make Student Better"☆45Aug 29, 2021Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Robustness vs Accuracy Survey on ImageNet☆99Aug 3, 2021Updated 5 years ago
- Codes for NeurIPS 2020 paper "Adversarial Weight Perturbation Helps Robust Generalization"☆192Feb 18, 2021Updated 5 years ago
- BackdoorVLM: A Benchmark for Backdoor Attacks on Vision-Language Models☆16Oct 26, 2026Updated last week
- Interfaces for defining Robust ML models and precisely specifying the threat models under which they claim to be secure.☆62May 30, 2019Updated 7 years ago
- ☆11Jan 25, 2022Updated 4 years ago
- Strongest attack against Feature Scatter and Adversarial Interpolation☆25Dec 26, 2019Updated 6 years ago
- Automatic Jailbreaking of the Text-to-Image Generative AI Systems☆15Jun 23, 2024Updated 2 years ago
- Detection of adversarial examples using influence functions and nearest neighbors☆37Nov 22, 2022Updated 3 years ago
- Visualization of Adversarial Examples☆34Oct 14, 2018Updated 8 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- MagNet: a Two-Pronged Defense against Adversarial Examples☆101Oct 13, 2018Updated 8 years ago
- Robust evasion attacks against neural network to find adversarial examples☆865Jun 1, 2021Updated 5 years ago
- Codes for ICLR 2020 paper "Skip Connections Matter: On the Transferability of Adversarial Examples Generated with ResNets"☆71Nov 17, 2020Updated 5 years ago
- pytorch reimplementation for Detecting Adversarial Examples from Sensitivity Inconsistency of Spatial-Transform Domain☆11Oct 30, 2022Updated 4 years ago
- TRADES (TRadeoff-inspired Adversarial DEfense via Surrogate-loss minimization)☆561Mar 30, 2023Updated 3 years ago
- Code for the NeurIPS 2019 submission: "Improving Black-box Adversarial Attacks with a Transfer-based Prior".☆16May 6, 2020Updated 6 years ago
- Code for ICCV2019 "Symmetric Cross Entropy for Robust Learning with Noisy Labels"☆173Jun 16, 2021Updated 5 years ago
- A method for training neural networks that are provably robust to adversarial attacks.☆392Feb 16, 2022Updated 4 years ago
- Adversarial Distributional Training (NeurIPS 2020)☆62Mar 17, 2021Updated 5 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- A challenge to explore adversarial robustness of neural networks on MNIST.☆759May 3, 2022Updated 4 years ago
- Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples☆912Jun 10, 2023Updated 3 years ago
- ☆42Sep 9, 2023Updated 3 years ago
- The winning submission for NIPS 2017: Defense Against Adversarial Attack of team TSAIL☆237Mar 27, 2018Updated 8 years ago
- Mitigating Adversarial Effects Through Randomization☆119Mar 20, 2018Updated 8 years ago
- The official website of the Open Trustworthy AI Community (OpenTAI).☆12Updated this week
- [Machine Learning 2023] Imbalanced Gradients: A Subtle Cause of Overestimated Adversarial Robustness☆18Jul 5, 2024Updated 2 years ago