adversarial-attack

[MICCAI 2023] Official code repository of paper titled "Frequency Domain Adversarial Training for Robust Volumetric Medical Segmentation" accepted in MICCAI 2023 conference.

adversarial-training adversarial-attack frequency-domain-attack volumetric-medical-segmentation

Updated Nov 14, 2023
Python

VILA-Lab / M-Attack

Star

A Simple Baseline Achieving Over 90% Success Rate Against the Strong Black-box Models of GPT-4.5/4o/o1. Paper at: https://arxiv.org/abs/2503.10635

attack adversarial-attack lvlms mllms

Updated Mar 19, 2025
Python

xunguangwang / ProS-GAN

Star

[CVPR 2021] Official repository for "Prototype-supervised Adversarial Network for Targeted Attack of Deep Hashing"

deep-hashing adversarial-attack

Updated Aug 28, 2022
Python

TrustworthyDL / LeBA

Star

[NeurIPS'20] Learning Black-Box Attackers with Transferable Priors and Query Feedback

black-box attack simba black-box-attacks adversarial-attack leba

Updated Mar 8, 2021
Python

StolikTomer / SAGA

Star

SAGA: Spectral Adversarial Geometric Attack on 3D Meshes (ICCV 2023)

pytorch mesh geometry-processing adversarial-attack autoencoder-model

Updated Sep 25, 2023
Python

poloclub / bluff

Star

Bluff: Interactively Deciphering Adversarial Attacks on Deep Neural Networks

interactive-visualization interpretability adversarial-attack deep-learning-visualizatoin

Updated May 8, 2023
Jupyter Notebook

kunzhan / ALERT-Motion

Star

AAAI 2025: Autonomous LLM-enhanced adversarial attack for text-to-motion

motion adversarial-attack llm text-to-motion autonomous-llm

Updated Feb 16, 2025
Python

Jiaqi0602 / adversarial-attack-from-leakage

Star

From Gradient Leakage to Adversarial Attacks in Federated Learning

deep-learning neural-network pytorch federated-learning adversarial-attack deep-fake gradient-leakage

Updated Sep 21, 2021
Jupyter Notebook

FlaAI / TSFool

Star

Repository of paper "TSFool: Crafting Highly-Imperceptible Adversarial Time Series through Multi-Objective Attack" (ECAI'24)

rnn time-series-classification adversarial-attack

Updated Jan 4, 2025
Python

fanghenshaometeor / vanilla-adversarial-training

Star

vanilla training and adversarial training in PyTorch

deep-learning pytorch vgg cifar10 wideresnet cifar100 adversarial-training adversarial-attack vanilla-training fgsm-attack pgd-attack

Updated Feb 19, 2022
Python

asif-hanif / saa

Star

[ISBI 2025] Official code repository of paper titled "On Frequency Domain Adversarial Vulnerabilities of Volumetric Medical Image Segmentation" accepted in ISBI 2025 conference.

adversarial-training adversarial-attack frequency-domain-attack attack-transferability