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
130 stars
12 watching
31 forks
Language: Python
last commit: over 1 year ago
Linked from 1 awesome list
adversarial-samplesdeep-neural-networksmachine-learningneural-networkpythontensorflowvisualization
Related projects:
Repository | Description | Stars |
---|---|---|
advboxes/advbox | A toolbox for generating adversarial examples to test the robustness of machine learning models | 1,385 |
prinsphield/adversarial_reprogramming | This project enables reprogramming of pre-trained neural networks to work on new tasks by fine-tuning them on smaller datasets. | 33 |
tabacof/adversarial | An adversarial image optimization tool allowing users to generate images designed to deceive machine learning models | 69 |
jind11/textfooler | A tool for generating adversarial examples to attack text classification and inference models | 494 |
paarthneekhara/rnn_adversarial_reprogramming | Repurposes pre-trained neural networks for new classification tasks through adversarial reprogramming of their inputs. | 6 |
csailvision/gandissect | Visualizes and understands internal representations of generative adversarial networks (GANs) to analyze their behavior and improve performance. | 1,770 |
eth-sri/diffai | Trains neural networks to be provably robust against adversarial examples using abstract interpretation techniques. | 218 |
lts4/deepfool | A method to create adversarial inputs for deep neural networks, designed to fool their predictions | 357 |
eric-xw/arel | This codebase provides an implementation of a novel adversarial reward learning algorithm for generating human-like visual stories from image sequences. | 137 |
hetelek/neural-network-playground | An iOS playground project demonstrating neural network concepts and computer vision using pure Swift code. | 381 |
yingtongdou/graph-adversarial-learning-literature | An exploration of adversarial learning techniques applied to graph data structures | 8 |
borealisai/advertorch | A toolbox for researching and evaluating robustness against attacks on machine learning models | 1,308 |
aertslab/scope | A tool for fast visualization of large-scale single-cell data | 68 |
enjalot/algovis | A collection of projects and links showcasing algorithm visualization techniques for understanding complex algorithms and data structures | 1,659 |
airbnb/artificial-adversary | A tool to generate adversarial text examples and test machine learning models against them | 397 |