Official implementation of "Gradient-Reweighted Adversarial Camouflage for Physical Object Detection Evasion" (ICCV2025)

CNCA: Toward Customizable and Natural Generation of Adversarial Camouflage for Vehicle Detectors

The official implementation for "Towards Transferable Targeted 3D Adversarial Attack in the Physical World" (CVPR, 2024))

R-PGA code

Official implementation for "Reinforced Embodied Active Defense: Exploiting Adaptive Interaction for Robust Visual Perception in Adversarial 3D Environments" (TPAMI 2025)

https://idrl-lab.github.io/Full-coverage-camouflage-adversarial-attack/

DTA

Paper sharing in adversary related works

Code for ECML-PKDD 2024 Paper --- "Patch of Invisibility - Naturalistic Physical Black Box Adversarial Attacks on Object Detectors" written by Raz Lapid, Eylon Mizrahi and Moshe Sipper

This repository contains demos I made with the Transformers library by HuggingFace.

http://arxiv.org/abs/2403.17301

Code for "PatchCleanser: Certifiably Robust Defense against Adversarial Patches for Any Image Classifier"

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

https://arxiv.org/abs/2508.00649

Fine tuning grounding Dino

Image augmentation for machine learning experiments.

[ECCV 2024] Official implementation of the paper "Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection"

[CVPR 2023] T-SEA: Transfer-based Self-Ensemble Attack on Object Detection

AdvReal: Physical Adversarial Patch

official code for the paper AdvShadow

the implementation of CCS 2024 "I Don't Know You, But I Can Catch You: Real-Time Defense against Diverse Adversarial Patches for Object Detectors"

Official Implementation of UIBDiffusion (CVPR 2025)

The python code of AR-DMVC (ICML'24)