Similarity-based Gray-box Adversarial Attack Against Deep Face Recognition

Last update: Jul 18, 2022

Related tags

Deep Learning SGADV

Overview

Similarity-based Gray-box Adversarial Attack Against Deep Face Recognition

Introduction

Run attack: SGADV.py

Objective function: foolbox/attacks/gradient_descent_base.py

New developed tools: foolbox/utils.py

Citation

If using this project in your research, please cite our paper.

Under review

Note

The code in the folder foolbox is derived from the project foolbox.

Images in the folder data are only examples from LFW and CelebA dataset.

Owner

GitHub Repository

ICON: Implicit Clothed humans Obtained from Normals

ICON: Implicit Clothed humans Obtained from Normals arXiv, December 2021. Yuliang Xiu · Jinlong Yang · Dimitrios Tzionas · Michael J. Black Table of C

1.1k Dec 30, 2022

Fight Recognition from Still Images in the Wild @ WACVW2022, Real-world Surveillance Workshop

Fight Detection from Still Images in the Wild Detecting fights from still images is an important task required to limit the distribution of social med

10 Nov 09, 2022

This package is for running the semantic SLAM algorithm using extracted planar surfaces from the received detection

Semantic SLAM This package can perform optimization of pose estimated from VO/VIO methods which tend to drift over time. It uses planar surfaces extra

125 Dec 02, 2022

load .txt to train YOLOX, same as Yolo others

YOLOX train your data you need generate data.txt like follow format (per line- one image). prepare one data.txt like this: img_path1 x1,y1,x2,y2,clas

18 Aug 18, 2022

Understanding and Overcoming the Challenges of Efficient Transformer Quantization

Transformer Quantization This repository contains the implementation and experiments for the paper presented in Yelysei Bondarenko1, Markus Nagel1, Ti

83 Dec 30, 2022

Speech Recognition using DeepSpeech2.

deepspeech.pytorch Implementation of DeepSpeech2 for PyTorch using PyTorch Lightning. The repo supports training/testing and inference using the DeepS

2k Jan 04, 2023

CVPR 2020 oral paper: Overcoming Classifier Imbalance for Long-tail Object Detection with Balanced Group Softmax.

Overcoming Classifier Imbalance for Long-tail Object Detection with Balanced Group Softmax ⚠️ Latest: Current repo is a complete version. But we delet

341 Dec 23, 2022

Ppq - A powerful offline neural network quantization tool with custimized IR

PPL Quantization Tool(PPL 量化工具) PPL Quantization Tool (PPQ) is a powerful offlin

605 Jan 03, 2023

Python Implementation of algorithms in Graph Mining, e.g., Recommendation, Collaborative Filtering, Community Detection, Spectral Clustering, Modularity Maximization, co-authorship networks.

Graph Mining Author: Jiayi Chen Time: April 2021 Implemented Algorithms: Network: Scrabing Data, Network Construbtion and Network Measurement (e.g., P

3 Mar 03, 2022

This is the official implementation of Elaborative Rehearsal for Zero-shot Action Recognition (ICCV2021)

Elaborative Rehearsal for Zero-shot Action Recognition This is an official implementation of: Shizhe Chen and Dong Huang, Elaborative Rehearsal for Ze

26 Sep 24, 2022

Code for paper Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic Forecasting

Decoupled Spatial-Temporal Graph Neural Networks Code for our paper: Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic Forecasting.

43 Jan 04, 2023

Companion code for the paper "An Infinite-Feature Extension for Bayesian ReLU Nets That Fixes Their Asymptotic Overconfidence" (NeurIPS 2021)

ReLU-GP Residual (RGPR) This repository contains code for reproducing the following NeurIPS 2021 paper: @inproceedings{kristiadi2021infinite, title=

4 Dec 26, 2021

Similarity-based Gray-box Adversarial Attack Against Deep Face Recognition

Related tags

Overview

Similarity-based Gray-box Adversarial Attack Against Deep Face Recognition

Introduction

Citation

Note

Owner

ICON: Implicit Clothed humans Obtained from Normals

Fight Recognition from Still Images in the Wild @ WACVW2022, Real-world Surveillance Workshop

This package is for running the semantic SLAM algorithm using extracted planar surfaces from the received detection

load .txt to train YOLOX, same as Yolo others

Understanding and Overcoming the Challenges of Efficient Transformer Quantization

Speech Recognition using DeepSpeech2.

CVPR 2020 oral paper: Overcoming Classifier Imbalance for Long-tail Object Detection with Balanced Group Softmax.

Ppq - A powerful offline neural network quantization tool with custimized IR

Python Implementation of algorithms in Graph Mining, e.g., Recommendation, Collaborative Filtering, Community Detection, Spectral Clustering, Modularity Maximization, co-authorship networks.

This is the official implementation of Elaborative Rehearsal for Zero-shot Action Recognition (ICCV2021)

Code for paper Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic Forecasting

Companion code for the paper "An Infinite-Feature Extension for Bayesian ReLU Nets That Fixes Their Asymptotic Overconfidence" (NeurIPS 2021)

Realistic lighting in ursina!

Torch code for our CVPR 2018 paper "Residual Dense Network for Image Super-Resolution" (Spotlight)

The code release of paper Low-Light Image Enhancement with Normalizing Flow

TensorFlow implementation of "TokenLearner: What Can 8 Learned Tokens Do for Images and Videos?"

Pytorch library for end-to-end transformer models training and serving

A 3D Dense mapping backend library of SLAM based on taichi-Lang designed for the aerial swarm.

Cross-media Structured Common Space for Multimedia Event Extraction (ACL2020)

PyTorch implementation of MSBG hearing loss model and MBSTOI intelligibility metric