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hahgoto's Projects
adversarial-examples
Adversarial Examples: Attacks and Defenses for Deep Learning
adversarial-examples-reading-list
This is the reading list mainly on adversarial examples (attacks, defenses, etc.) I try to keep and update regularly.
adversarialdefense
Detect an adversarial speech sample
awesome-semantic-segmentation
:metal: awesome-semantic-segmentation
caad2018
For Competition on Adversarial Attacks and Defenses 2018
crf
Simple implementation of Conditional Random Fields (CRF) in Python. A faster, more powerful, Cython implementation is available in the vocrf project https://github.com/timvieira/vocrf
deepdefense.pytorch
Implementation of NeurIPS 2018 paper: Deep Defense: Training DNNs with Improved Adversarial Robustness
ead-attack
Codes for reproducing the white-box adversarial attacks in “EAD: Elastic-Net Attacks to Deep Neural Networks via Adversarial Examples,” AAAI 2018
face_recognition
The world's simplest facial recognition api for Python and the command line
facerecognition
利用OpenCV、CNN进行人脸识别
nlp_adversarial_examples
Implementation code for the paper "Generating Natural Language Adversarial Examples"
perceptualsimilarity
Learned Perceptual Image Patch Similarity (LPIPS) metric. In CVPR, 2018.
pgmpy
Python Library for Probabilistic Graphical Models
pgmpy_notebook
Short Tutorial to Probabilistic Graphical Models(PGM) and pgmpy
vectordefense
VectorDefense: Vectorization as a Defense to Adversarial Examples --->
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