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Advbox is a toolbox to generate adversarial examples that fool neural networks in PaddlePaddle、PyTorch、Caffe2、MxNet、Keras、TensorFlow and Advbox can benchmark the robustness of machine learning models. Advbox give a command line tool to generate adversarial examples with Zero-Coding.
Code for our CVPR 2018 paper, "On the Robustness of Semantic Segmentation Models to Adversarial Attacks"
A Implementation of IJCAI-19(Transferable Adversarial Attacks for Image and Video Object Detection)
Single Shot Face Anti-spoofing.
A collection of AWESOME things about domian adaptation
PCB of paper: Beyond Part Models: Person Retrieval with Refined Part Pooling, using Pytorch
Blackbox attacks for deep neural network models
Code for "Prior Convictions: Black-box Adversarial Attacks with Bandits and Priors"
Code for "Prior Convictions: Black-Box Adversarial Attacks with Bandits and Priors"
A Bottom-Up Clustering Approach to Unsupervised Person Re-identification, AAAI 2019 (Oral)
Implementation of the Boundary Attack algorithm as described in Brendel, Wieland, Jonas Rauber, and Matthias Bethge. "Decision-Based Adversarial Attacks: Reliable Attacks Against Black-Box Machine Learning Models." arXiv preprint arXiv:1712.04248 (2017).
Implementation and demonstration of the Capsule-Forensics
An adversarial example library for constructing attacks, building defenses, and benchmarking both
The implementation of 'Curls & Whey: Boosting Black-Box Adversarial Attacks' in pytorch
Exposing DeepFake Videos By Detecting Face Warping Artifacts
The code of our paper: 'Daedalus: Breaking Non-Maximum Suppression in Object Detection via Adversarial Examples', in Tensorflow.
Adversarial Examples for Semantic Segmentation and Object Detection
Deep Metric Learning
DEEPSEC: A Uniform Platform for Security Analysis of Deep Learning Model
PyTorch Implementation of "Large-Scale Image Retrieval with Attentive Deep Local Features"
Wrapper of DELF Tensorflow Model
Detection of deepfake videos on the FaceForensics dataset
Unsupervised Person Re-identification (ICCV 2017)
Demonstrate attacks on kNN and Deep kNN
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Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
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Some thing interesting about visualization, use data art
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We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.