AdversarialDNN-Playground

Adversarial Visualizer

An online tool allowing users to visualize and generate adversarial examples to deceive neural networks

VizSec17: Web-based visualization tool for adversarial machine learning / LiveDemo

GitHub

130 stars
12 watching
31 forks
Language: Python
last commit: over 3 years ago
Linked from 1 awesome list

adversarial-samplesdeep-neural-networksmachine-learningneural-networkpythontensorflowvisualization

Backlinks from these awesome lists:

Related projects:

RepositoryDescriptionStars
advboxes/advboxA toolbox for generating adversarial examples to test the robustness of machine learning models1,389
prinsphield/adversarial_reprogrammingThis project enables reprogramming of pre-trained neural networks to work on new tasks by fine-tuning them on smaller datasets.33
tabacof/adversarialAn adversarial image optimization tool allowing users to generate images designed to deceive machine learning models70
jind11/textfoolerA tool for generating adversarial examples to attack text classification and inference models496
paarthneekhara/rnn_adversarial_reprogrammingRepurposes pre-trained neural networks for new classification tasks through adversarial reprogramming of their inputs.6
csailvision/gandissectVisualizes and understands internal representations of generative adversarial networks (GANs) to analyze their behavior and improve performance.1,770
eth-sri/diffaiTrains neural networks to be provably robust against adversarial examples using abstract interpretation techniques.219
lts4/deepfoolA method to create adversarial inputs for deep neural networks, designed to fool their predictions359
eric-xw/arelThis codebase provides an implementation of a novel adversarial reward learning algorithm for generating human-like visual stories from image sequences.136
hetelek/neural-network-playgroundAn iOS playground project demonstrating neural network concepts and computer vision using pure Swift code.381
yingtongdou/graph-adversarial-learning-literatureAn exploration of adversarial learning techniques applied to graph data structures8
borealisai/advertorchA toolbox for researching and evaluating robustness against attacks on machine learning models1,311
aertslab/scopeA tool for fast visualization of large-scale single-cell data68
enjalot/algovisA collection of projects and links showcasing algorithm visualization techniques for understanding complex algorithms and data structures1,668
airbnb/artificial-adversaryA tool to generate adversarial text examples and test machine learning models against them399