ITSEG-MQ / Adv-attack-and-defense-on-driving-modelLinks
Implementation of the paper "An Analysis of Adversarial Attacks and Defenses on Autonomous Driving Models"
☆16Updated 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☆21Updated 3 years ago
- Artifacts for SLAP: Improving Physical Adversarial Examples with Short-Lived Adversarial Perturbations☆27Updated 3 years ago
- ☆25Updated 2 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…☆132Updated 2 years ago
- Code for "ObjectSeeker: Certifiably Robust Object Detection against Patch Hiding Attacks via Patch-agnostic Masking"☆10Updated 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…☆79Updated 3 years ago
- ☆34Updated 2 years ago
- ☆61Updated 3 years ago
- ☆17Updated 4 years ago
- 面向目标检测的对抗样本攻击☆22Updated 4 years ago
- Implementation of gradient-based adversarial attack(FGSM,MI-FGSM,PGD)☆93Updated 3 years ago
- A paper list for localized adversarial patch research☆152Updated last year
- https://idrl-lab.github.io/Full-coverage-camouflage-adversarial-attack/☆50Updated 2 years ago
- A Paperlist of Adversarial Attack on Object Detection☆120Updated 2 years ago
- Using relativism to improve GAN-based Adversarial Attacks. 🦾☆44Updated 2 years ago
- Code for the paper entitled "Dirty Road Can Attack: Security of Deep Learning based Automated Lane Centering under Physical-World Attack"…☆35Updated 3 years ago
- Robust Adversarial Perturbation on Deep Proposal-based Models☆25Updated 2 years ago
- The code of our paper: 'Daedalus: Breaking Non-Maximum Suppression in Object Detection via Adversarial Examples', in Tensorflow.☆52Updated last month
- ICCV 2021☆14Updated 3 years ago
- PyTorch implementation of Expectation over Transformation☆13Updated 2 years ago
- Public release of code for Robust Physical-World Attacks on Deep Learning Visual Classification (Eykholt et al., CVPR 2018)☆109Updated 4 years ago
- Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"☆127Updated last year
- REAP: A Large-Scale Realistic Adversarial Patch Benchmark☆27Updated last year
- The Pytorch implementation for the paper "Fusion is Not Enough: Single Modal Attack on Fusion Models for 3D Object Detection"☆14Updated last year
- Invisible Backdoor Attack with Sample-Specific Triggers☆96Updated 2 years ago
- Grid Patch Attack for Object Detection☆43Updated 3 years ago
- Implements Adversarial Examples for Semantic Segmentation and Object Detection, using PyTorch and Detectron2☆50Updated 4 years ago
- ☆12Updated last year
- Adversarial Texture for Fooling Person Detectors in the Physical World☆59Updated 8 months ago
- A repository for the generation, visualization, and evaluation of patch based adversarial attacks on the yoloV3 object detection system☆20Updated 4 years ago