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adversarial-detection

Here are 12 public repositories matching this topic...

Mrzhouqifei / DBA

Detection by Attack: Detecting Adversarial Samples by Undercover Attack

dba bim cw adversarial-samples fgsm adversarial-detection jsma undercover-attack

Updated Feb 13, 2021
Python

safreita1 / unmask

Adversarial detection and defense for deep learning systems using robust feature alignment

python machine-learning data-mining deep-learning neural-network robustness adversarial-attacks adversarial-defense adversarial-detection

Updated Nov 10, 2020
Jupyter Notebook

wuhanstudio / adversarial-camera

A Man-in-the-Middle Attack against Object Detection.

buildroot object-detection adversarial-attacks adversarial-detection uvc-gadget

Updated Feb 5, 2024
C

wuhanstudio / adversarial-ros-detection

Adversarial Detection in ROS Gazebo.

ros object-detection adversarial-attacks yolov3 adversarial-detection yolov4

Updated Jul 29, 2023
Python

thudzj / ScalableBDL

Code for "BayesAdapter: Being Bayesian, Inexpensively and Robustly, via Bayeisan Fine-tuning"

uncertainty-quantification bayesian-neural-networks bayesian-deep-learning fine-tuning adversarial-detection ood-detection

Updated Jul 25, 2024
Python

anirudhs123 / Attention-Subnetworks-based-Adversarial-Detection

This work demonstrates an altogether different utility of attention heads. Self-attention heads are characteristic of Transformer models and have been well studied for interpretability and pruning, but here we build a novel adversarial detection model based on them.

nlp transformer attention-mechanism adversarial-attacks adversarial-detection subnetworks

Updated Nov 19, 2021
Python

wuhanstudio / adversarial-detection

Adversarial Detection v.s. Object Detection.

object-detection adversarial-attacks yolov3 adversarial-detection yolov4

Updated Jul 29, 2023
Jupyter Notebook

pod3275 / GP-based-Adversarial-Detection

Gaussian process regression-based adversarial image detection

gaussian-process-regression adversarial-images adversarial-attack adversarial-detection

Updated Mar 24, 2023
Python

emilbiju / BERT-Paths

This work demonstrates an altogether different utility of attention heads. Self-attention heads are characteristic of Transformer models and have been well studied for interpretability and pruning, but here we build a novel adversarial detection model based on them.

transformers adversarial-detection

Updated Mar 9, 2022
Python

gauravsangwan / SIFTastic

CSL7360 Course Project Repository

computer-vision classification sift 3d-reconstruction sift-descriptors fingerprint-matching adversarial-detection

Updated May 6, 2024
Jupyter Notebook

dmitrykazhdan / GP-DNN-Hybrids

Using Gaussian Processes for Deep Neural Network Predictive Uncertainty Estimation

deep-neural-networks dnn ensemble gaussian-processes adversarial-machine-learning adversarial-attacks adversarial-defense adversarial-detection hybrid-models uncertainty-estimations gpc-models predictive-uncertainty gp-dnn

Updated Mar 21, 2019
Python

pepealessio / Adversarial-Face-Identification

An University Project for the AI4Cybersecurity class.

art resnet-50 face-identification adversarial-machine-learning adversarial-attacks adversarial-detection pgd-adversarial-attacks adversarial-robustness-toolbox evasion-attack fgsm-attack bim-attack adversarial-faces

Updated Jun 22, 2022
Jupyter Notebook

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