xiaodanli001 Goto Github PK

150fps

advbox

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.

adversarial-attacks

Code for our CVPR 2018 paper, "On the Robustness of Semantic Segmentation Models to Adversarial Attacks"

adversarial-attacks-for-image-and-video-object-detection

A Implementation of IJCAI-19(Transferable Adversarial Attacks for Image and Video Object Detection)

adversarial-metric-learning

advhat

awesome_face_antispoofing

Single Shot Face Anti-spoofing.

awsome-domain-adaptation

A collection of AWESOME things about domian adaptation

beyond-part-models

PCB of paper: Beyond Part Models: Person Retrieval with Refined Part Pooling, using Pytorch

blackbox-attack

Blackbox attacks for deep neural network models

blackbox-attacks-bandits-priors

Code for "Prior Convictions: Black-box Adversarial Attacks with Bandits and Priors"

blackbox-bandits

Code for "Prior Convictions: Black-Box Adversarial Attacks with Bandits and Priors"

bottom-up-clustering-person-re-identification

A Bottom-Up Clustering Approach to Unsupervised Person Re-identification, AAAI 2019 (Oral)

boundary-attack

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).

capsule-forensics

Implementation and demonstration of the Capsule-Forensics

cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

curls-whey

The implementation of 'Curls & Whey: Boosting Black-Box Adversarial Attacks' in pytorch

cvpr2019-deeptreelearningforzeroshotfaceantispoofing

cvprw2019_face_artifacts

Exposing DeepFake Videos By Detecting Face Warping Artifacts

dada

daedalus-attack

The code of our paper: 'Daedalus: Breaking Non-Maximum Suppression in Object Detection via Adversarial Examples', in Tensorflow.

dag

Adversarial Examples for Semantic Segmentation and Object Detection

deep_metric

Deep Metric Learning

deepknn

deepsec

DEEPSEC: A Uniform Platform for Security Analysis of Deep Learning Model

delf-pytorch

PyTorch Implementation of "Large-Scale Image Retrieval with Attentive Deep Local Features"

delf_enhanced

Wrapper of DELF Tensorflow Model

detecting-deepfakes

Detection of deepfake videos on the FaceForensics dataset

dgm_re-id

Unsupervised Person Re-identification (ICCV 2017)

dknn_attack

Demonstrate attacks on kNN and Deep kNN