Shengwei An's repositories

mirror

Code for NDSS 2022 paper "MIRROR: Model Inversion for Deep Learning Network with High Fidelity"

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imu

Code for IEEE S&P 2023 paper "ImU: Physical Impersonating Attack for Face Recognition System with Natural Style Changes"

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facenet-pytorch

Pretrained Pytorch face detection (MTCNN) and facial recognition (InceptionResnet) models

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.my-config

My configurations for vim and macvim

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Adv-Makeup

This project is an implementation of our IJCAI 2021 paper "Adv-Makeup: A New Imperceptible and Transferable Attack on Face Recognition", we propose a novel attacking form for the face recognition to synthesize the transferable and imperceptible adversarial examples.

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AmI

Attacks Meet Interpretability

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argos-mpris

Show mpris playing information in gnome menu bar via argos

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BadDiffusion

Official repo to reproduce the paper "How to Backdoor Diffusion Models?" published at CVPR 2023

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DeepInversion

Official PyTorch implementation of Dreaming to Distill: Data-free Knowledge Transfer via DeepInversion (CVPR 2020)

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Diff-Protect

🛡️ Code repo for paper: Toward effective protection against diffusion-based mimicry through score distillation

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docker-sketch

Dockerfile for Sketch synthesizer

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genforce-1

GenForce: an efficient PyTorch library for deep generative modeling (StyleGANv1v2, PGGAN, etc)

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hijacking

Track hijacking attack against Multiple-Object Tracking

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ignite

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

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Impress

code of paper "IMPRESS: Evaluating the Resilience of Imperceptible Perturbations Against Unauthorized Data Usage in Diffusion-Based Generative AI"

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imSitu

Support, annotation, evaluation, and baseline models for the imSitu dataset.

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j0shua

A Django website for group j0shua

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metric-learn

Metric learning algorithms in Python

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nca

A PyTorch implementation of Neighbourhood Components Analysis.

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pytorch-yolo-v3

A PyTorch implementation of the YOLO v3 object detection algorithm

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stable-diffusion

A latent text-to-image diffusion model

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torchmetrics

Torchmetrics - Machine learning metrics for distributed, scalable PyTorch applications.

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travispy

LOOKING FOR SOMEONE TO TRANSFER OWNERSHIP - Travis CI API for Python

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vision

Datasets, Transforms and Models specific to Computer Vision

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yolov3

YOLOv3 in PyTorch > ONNX > CoreML > iOS

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