Imbalanced Gradients: A New Cause of Overestimated Adversarial Robustness. (MD attacks)
☆11Aug 29, 2020Updated 5 years ago
Alternatives and similar repositories for MD_attacks
Users that are interested in MD_attacks are comparing it to the libraries listed below
Sorting:
- Strongest attack against Feature Scatter and Adversarial Interpolation☆25Dec 26, 2019Updated 6 years ago
- The code for ACM MM2024 (Multimodal Unlearnable Examples: Protecting Data against Multimodal Contrastive Learning)☆15Jul 18, 2024Updated last year
- [Machine Learning 2023] Imbalanced Gradients: A Subtle Cause of Overestimated Adversarial Robustness☆17Jul 5, 2024Updated last year
- Code for ICML2019 Paper "On the Convergence and Robustness of Adversarial Training"☆34Apr 28, 2020Updated 5 years ago
- Code for ICLR2020 "Improving Adversarial Robustness Requires Revisiting Misclassified Examples"☆153Oct 15, 2020Updated 5 years ago
- This is the repository for the AI2019, tutorial on adversarial machine learning☆17Jul 20, 2020Updated 5 years ago
- This is an implementation demo of the ICLR 2021 paper [Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks…☆128Jan 18, 2022Updated 4 years ago
- Code for Transferable Unlearnable Examples☆22Mar 11, 2023Updated 2 years ago
- [ICLR 2025] BlueSuffix: Reinforced Blue Teaming for Vision-Language Models Against Jailbreak Attacks☆30Nov 2, 2025Updated 4 months ago
- [NeurIPS2021] Exploring Architectural Ingredients of Adversarially Robust Deep Neural Networks☆33Jul 5, 2024Updated last year
- Black-box Adversarial Attacks on Video Recognition Models. (VBAD)☆27Oct 28, 2019Updated 6 years ago
- Code for paper "Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality".☆125Nov 4, 2020Updated 5 years ago
- Implemented CURE algorithm from robustness via curvature regularization and vice versa☆32Dec 8, 2022Updated 3 years ago
- Based on the mHC architecture proposed by deepseek, the residual links of the existing iTransformer are replaced and updated to obtain a …☆28Feb 4, 2026Updated last month
- [CVPR 2026🔥] 🧑🎨 OmniLottie, an open-sourced multi-modal instructed vector animation generator that produces Lottie JSONs.☆255Updated this week
- On the Loss Landscape of Adversarial Training: Identifying Challenges and How to Overcome Them [NeurIPS 2020]☆36Jul 3, 2021Updated 4 years ago
- Identification of the Adversary from a Single Adversarial Example (ICML 2023)☆10Jul 15, 2024Updated last year
- ☆10May 18, 2024Updated last year
- Targeted black-box adversarial attack using Bayesian Optimization☆38Jun 14, 2020Updated 5 years ago
- Implementation of our NeurIPS 2019 paper: Subspace Attack: Exploiting Promising Subspaces for Query-Efficient Black-box Attacks☆10Dec 16, 2019Updated 6 years ago
- El0ps: An Exact L0-Problem Solver☆13Jan 6, 2026Updated last month
- Code of On L-p Robustness of Decision Stumps and Trees, ICML 2020☆10Aug 3, 2020Updated 5 years ago
- Source code for NeurIPS 2020 paper "Node Classification on Graphs with Few-Shot Novel Labels via Meta Transformed Network Embedding"☆10Nov 17, 2020Updated 5 years ago
- Examples for the Spartan HPC cluster.☆10Sep 2, 2019Updated 6 years ago
- A fine multimodality fusion network :)☆11Aug 9, 2021Updated 4 years ago
- Attacks using out-of-distribution adversarial examples☆11Nov 19, 2019Updated 6 years ago
- Seminar: intro to deep learning with tensorflow☆13Jun 27, 2017Updated 8 years ago
- CVPR 2025 - Anyattack: Towards Large-scale Self-supervised Adversarial Attacks on Vision-language Models☆66Aug 7, 2025Updated 6 months ago
- Code for "Adversarial Camouflage: Hiding Physical World Attacks with Natural Styles" (CVPR 2020)☆93Mar 24, 2023Updated 2 years ago
- This is the official code for "Revisiting Adversarial Robustness Distillation: Robust Soft Labels Make Student Better"☆45Aug 29, 2021Updated 4 years ago
- Codes for NeurIPS 2020 paper "Adversarial Weight Perturbation Helps Robust Generalization"☆189Feb 18, 2021Updated 5 years ago
- Detailed guide to help you understand how to train CRF as RNN☆10May 26, 2017Updated 8 years ago
- Tensorflow 2.0 implementation of Domain Adversarial Neural Networks (DANN)☆12Dec 3, 2019Updated 6 years ago
- Sparse-RS: a versatile framework for query-efficient sparse black-box adversarial attacks☆46Feb 24, 2022Updated 4 years ago
- Implementation for ACProp ( Momentum centering and asynchronous update for adaptive gradient methdos, NeurIPS 2021)☆16Oct 11, 2021Updated 4 years ago
- ☆11Jun 9, 2023Updated 2 years ago
- ☆11Aug 23, 2017Updated 8 years ago
- Official implementation of NeurIPS'24 Spotlight paper "Monte Carlo Tree Search based Space Transfer for Black-box Optimization".☆12Nov 28, 2024Updated last year
- The project page of paper: Aha! Adaptive History-driven Attack for Decision-based Black-box Models [ICCV 2021]☆10Feb 23, 2022Updated 4 years ago