[ICLR 2022] "Patch-Fool: Are Vision Transformers Always Robust Against Adversarial Perturbations?" by Yonggan Fu, Shunyao Zhang, Shang Wu, Cheng Wan, and Yingyan (Celine) Lin.
☆33Mar 16, 2022Updated 3 years ago
Alternatives and similar repositories for Patch-Fool
Users that are interested in Patch-Fool are comparing it to the libraries listed below
Sorting:
- ☆14Mar 23, 2023Updated 2 years ago
- Code for "PatchCleanser: Certifiably Robust Defense against Adversarial Patches for Any Image Classifier"☆46May 17, 2023Updated 2 years ago
- ☆37Jul 3, 2024Updated last year
- Code for "DetectorGuard: Provably Securing Object Detectors against Localized Patch Hiding Attacks"☆15Jul 13, 2022Updated 3 years ago
- pytorch reimplementation for Detecting Adversarial Examples from Sensitivity Inconsistency of Spatial-Transform Domain☆11Oct 30, 2022Updated 3 years ago
- A paper list for localized adversarial patch research☆161Jul 28, 2025Updated 7 months ago
- Official Pytorch implementation for "Transferable Adversarial Attacks on Vision Transformers with Token Gradient Regularization" (CVPR 20…☆28Jul 18, 2023Updated 2 years ago
- Certified Patch Robustness via Smoothed Vision Transformers☆42Dec 17, 2021Updated 4 years ago
- Code for the paper: Adversarial Training Against Location-Optimized Adversarial Patches. ECCV-W 2020.☆47Oct 3, 2023Updated 2 years ago
- (ICME2021) RPATTACK: REFINED PATCH ATTACK ON GENERAL OBJECT DETECTORS☆46Feb 14, 2022Updated 4 years ago
- Grid Patch Attack for Object Detection☆43Mar 31, 2022Updated 3 years ago
- A repository for the generation, visualization, and evaluation of patch based adversarial attacks on the yoloV3 object detection system☆18Jun 8, 2021Updated 4 years ago
- ☆15Jan 25, 2025Updated last year
- ☆10Dec 18, 2024Updated last year
- A Implementation of ICCV-2021(Parallel Rectangle Flip Attack: A Query-based Black-box Attack against Object Detection)☆28Aug 27, 2021Updated 4 years ago
- ☆27Feb 19, 2023Updated 3 years ago
- Code for paper "PatchGuard: A Provably Robust Defense against Adversarial Patches via Small Receptive Fields and Masking"☆73Jul 13, 2022Updated 3 years ago
- Official repository for "On Improving Adversarial Transferability of Vision Transformers" (ICLR 2022--Spotlight)☆72Nov 19, 2022Updated 3 years ago
- PyTorch implementation of BPDA+EOT attack to evaluate adversarial defense with an EBM☆26Jun 30, 2020Updated 5 years ago
- ☆23Sep 1, 2020Updated 5 years ago
- Patch adversarial attack; object detection; CIKM2020 安全AI挑战者计划第四期:通用目标检测的对抗攻击☆43Oct 24, 2021Updated 4 years ago
- ICCV 2021☆32Oct 6, 2021Updated 4 years ago
- Source code for ECCV 2022 Poster: Data-free Backdoor Removal based on Channel Lipschitzness☆35Jan 9, 2023Updated 3 years ago
- [ICLR 2024] "Data Distillation Can Be Like Vodka: Distilling More Times For Better Quality" by Xuxi Chen*, Yu Yang*, Zhangyang Wang, Baha…☆15May 18, 2024Updated last year
- Code for "ObjectSeeker: Certifiably Robust Object Detection against Patch Hiding Attacks via Patch-agnostic Masking"☆14Jul 13, 2022Updated 3 years ago
- ☆13May 1, 2024Updated last year
- ☆15May 28, 2024Updated last year
- REAP: A Large-Scale Realistic Adversarial Patch Benchmark☆32Oct 9, 2023Updated 2 years ago
- Repository for Certified Defenses for Adversarial Patch ICLR-2020☆34Sep 18, 2020Updated 5 years ago
- The MCG black-box attack framework published in TPAMI 2022☆37Jan 17, 2023Updated 3 years ago
- Pytorch implementation of Adversarial Patch on ImageNet (arXiv: https://arxiv.org/abs/1712.09665)☆63Mar 22, 2020Updated 5 years ago
- Github repo for One-shot Neural Backdoor Erasing via Adversarial Weight Masking (NeurIPS 2022)☆15Jan 3, 2023Updated 3 years ago
- ☆17Nov 15, 2021Updated 4 years ago
- Transferable Adversarial Attacks for Image and Video Object Detection☆14Jul 7, 2020Updated 5 years ago
- [CVPR 2024] "Data Poisoning based Backdoor Attacks to Contrastive Learning": official code implementation.☆16Feb 10, 2025Updated last year
- Real-time object detection is one of the key applications of deep neural networks (DNNs) for real-world mission-critical systems. While D…☆134Apr 4, 2023Updated 2 years ago
- A Implementation of IJCAI-19(Transferable Adversarial Attacks for Image and Video Object Detection)☆88May 29, 2019Updated 6 years ago
- [NeurIPS2023] Black-box Backdoor Defense via Zero-shot Image Purification☆16Oct 31, 2023Updated 2 years ago
- The code of our AAAI 2021 paper "Detecting Adversarial Examples from Sensitivity Inconsistency of Spatial-transform Domain"☆16Apr 1, 2021Updated 4 years ago