ITSEG-MQ / Adv-attack-and-defense-on-driving-modelLinks
Implementation of the paper "An Analysis of Adversarial Attacks and Defenses on Autonomous Driving Models"
☆17Updated 5 years ago
Alternatives and similar repositories for Adv-attack-and-defense-on-driving-model
Users that are interested in Adv-attack-and-defense-on-driving-model are comparing it to the libraries listed below
Sorting:
- https://arxiv.org/pdf/1906.11897.pdf☆23Updated 4 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…☆135Updated 2 years ago
- MSF-ADV is a novel physical-world adversarial attack method, which can fool the Multi Sensor Fusion (MSF) based autonomous driving (AD) p…☆80Updated 4 years ago
- A Paperlist of Adversarial Attack on Object Detection☆126Updated 2 years ago
- Artifacts for SLAP: Improving Physical Adversarial Examples with Short-Lived Adversarial Perturbations☆28Updated 4 years ago
- A paper list for localized adversarial patch research☆159Updated 5 months ago
- Code for "ObjectSeeker: Certifiably Robust Object Detection against Patch Hiding Attacks via Patch-agnostic Masking"☆14Updated 3 years ago
- Code for the paper entitled "Dirty Road Can Attack: Security of Deep Learning based Automated Lane Centering under Physical-World Attack"…☆38Updated 4 years ago
- ☆28Updated 3 years ago
- ☆40Updated 2 years ago
- ☆18Updated 5 years ago
- An adversarial attack on object detectors☆151Updated 4 years ago
- The Pytorch implementation for the paper "Fusion is Not Enough: Single Modal Attack on Fusion Models for 3D Object Detection"☆20Updated last year
- Public release of code for Robust Physical-World Attacks on Deep Learning Visual Classification (Eykholt et al., CVPR 2018)☆112Updated 4 years ago
- Robust Adversarial Perturbation on Deep Proposal-based Models☆25Updated 3 years ago
- REAP: A Large-Scale Realistic Adversarial Patch Benchmark☆32Updated 2 years ago
- A repository for the generation, visualization, and evaluation of patch based adversarial attacks on the yoloV3 object detection system☆18Updated 4 years ago
- This repository contains the implementation of three adversarial example attack methods FGSM, IFGSM, MI-FGSM and one Distillation as defe…☆136Updated 5 years ago
- Adversarial Texture for Fooling Person Detectors in the Physical World☆60Updated last year
- Grid Patch Attack for Object Detection☆43Updated 3 years ago
- The code of our paper: 'Daedalus: Breaking Non-Maximum Suppression in Object Detection via Adversarial Examples', in Tensorflow.☆52Updated 7 months ago
- [USENIX'23] TPatch: A Triggered Physical Adversarial Patch☆24Updated 2 years ago
- ☆13Updated last year
- ☆65Updated 3 years ago
- https://idrl-lab.github.io/Full-coverage-camouflage-adversarial-attack/☆52Updated 3 years ago
- [CVPR 2023] T-SEA: Transfer-based Self-Ensemble Attack on Object Detection☆114Updated last year
- An awesome & curated list of autonomous driving security papers☆64Updated 2 months ago
- Code for "PatchCleanser: Certifiably Robust Defense against Adversarial Patches for Any Image Classifier"☆45Updated 2 years ago
- PyTorch implementation of Expectation over Transformation☆13Updated 5 months ago
- 面向目标检测的对抗样本攻击☆23Updated 4 years ago