😎 A curated list of awesome real-world adversarial examples resources
☆62Jul 29, 2020Updated 5 years ago
Alternatives and similar repositories for awesome-real-world-adversarial-examples
Users that are interested in awesome-real-world-adversarial-examples are comparing it to the libraries listed below
Sorting:
- Code for "Adversarial Camouflage: Hiding Physical World Attacks with Natural Styles" (CVPR 2020)☆93Mar 24, 2023Updated 2 years ago
- PyTorch implementation of Adversarial Patch☆15Jul 6, 2023Updated 2 years ago
- Physical adversarial attack for fooling the Faster R-CNN object detector☆167Jan 13, 2020Updated 6 years ago
- My entry for ICLR 2018 Reproducibility Challenge for paper Synthesizing robust adversarial examples https://openreview.net/pdf?id=BJDH5M-…☆72Apr 5, 2018Updated 7 years ago
- This repo contains the code for CVPR submission "Big but Invisible Adversarial Attack"☆30Mar 20, 2020Updated 5 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
- ☆44May 8, 2020Updated 5 years ago
- ☆14Jul 25, 2020Updated 5 years ago
- Public release of code for Robust Physical-World Attacks on Deep Learning Visual Classification (Eykholt et al., CVPR 2018)☆111Mar 25, 2021Updated 4 years ago
- Paper sharing in adversary related works☆46Aug 14, 2025Updated 6 months ago
- https://idrl-lab.github.io/Full-coverage-camouflage-adversarial-attack/☆57Oct 25, 2022Updated 3 years ago
- Implements Adversarial Examples for Semantic Segmentation and Object Detection, using PyTorch and Detectron2☆51Feb 27, 2021Updated 5 years ago
- The official code of IEEE S&P 2024 paper "Why Does Little Robustness Help? A Further Step Towards Understanding Adversarial Transferabili…☆20Aug 22, 2024Updated last year
- Official Repository for the CVPR 2020 AdvML Workshop paper "Role of Spatial Context in Adversarial Robustness for Object Detection"☆36Jun 23, 2020Updated 5 years ago
- ☆62Aug 31, 2021Updated 4 years ago
- Datasets of audio adversarial examples for deep speech recognition systems and Python code of a detection system☆12May 6, 2023Updated 2 years ago
- An ongoing collection of awesome software, API libraries, checlists, best guidelines and resources and most important security countermea…☆14Nov 15, 2022Updated 3 years ago
- Patch-wise iterative attack (accepted by ECCV 2020) to improve the transferability of adversarial examples.☆94Mar 13, 2022Updated 3 years ago
- Code for attacking state-of-the-art face-recognition system from our paper: M. Sharif, S. Bhagavatula, L. Bauer, M. Reiter. "Accessorize …☆61Mar 9, 2019Updated 7 years ago
- 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
- Improving Transferability of Adversarial Examples with Input Diversity☆168Apr 30, 2019Updated 6 years ago
- Code for "Adversarial attack by dropping information." (ICCV 2021)☆78Jan 13, 2022Updated 4 years ago
- Cross Modal Focal Loss for RGBD Face Anti-Spoofing☆12Jul 12, 2021Updated 4 years ago
- ☆16Aug 13, 2024Updated last year
- This repository contains the ViewFool and ImageNet-V proposed by the paper “ViewFool: Evaluating the Robustness of Visual Recognition to …☆33Dec 18, 2023Updated 2 years ago
- Universal Adversarial Perturbations (UAPs) for PyTorch☆49Aug 28, 2021Updated 4 years ago
- REAP: A Large-Scale Realistic Adversarial Patch Benchmark☆32Oct 9, 2023Updated 2 years ago
- ☆30Nov 19, 2025Updated 3 months ago
- The code of our paper: 'Daedalus: Breaking Non-Maximum Suppression in Object Detection via Adversarial Examples', in Tensorflow.☆51May 9, 2025Updated 10 months ago
- A Paperlist of Adversarial Attack on Object Detection☆125Mar 16, 2023Updated 2 years ago
- ☆67Jun 2, 2022Updated 3 years ago
- [ICML 2024] RAUCA: A robust and accurate adversarial camouflage generation method☆23Nov 29, 2025Updated 3 months ago
- Official PyTorch implemetation of paper "X-Adv: Physical Adversarial Object Attacks against X-ray Prohibited Item Detection".☆16Feb 21, 2023Updated 3 years ago
- PatchAttack (ECCV 2020)☆64May 22, 2020Updated 5 years ago
- Code for "Adversarial Laser Beam: Effective Physical-World Attack to DNNs in a Blink" (CVPR 2021)☆34Aug 18, 2021Updated 4 years ago
- ☆38Jul 13, 2020Updated 5 years ago
- ☆19Oct 23, 2023Updated 2 years ago
- [ICCV 2023] Towards Building More Robust Models with Frequency Bias☆19Feb 27, 2024Updated 2 years ago
- ☆18Mar 24, 2023Updated 2 years ago