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 3 years agoLinked from 1 awesome list
adversarial-samplesdeep-neural-networksmachine-learningneural-networkpythontensorflowvisualization
Related projects:
| Repository | Description | Stars |
|---|---|---|
| A toolbox for generating adversarial examples to test the robustness of machine learning models | 1,389 | |
| This project enables reprogramming of pre-trained neural networks to work on new tasks by fine-tuning them on smaller datasets. | 33 | |
| An adversarial image optimization tool allowing users to generate images designed to deceive machine learning models | 70 | |
| A tool for generating adversarial examples to attack text classification and inference models | 496 | |
| Repurposes pre-trained neural networks for new classification tasks through adversarial reprogramming of their inputs. | 6 | |
| Visualizes and understands internal representations of generative adversarial networks (GANs) to analyze their behavior and improve performance. | 1,770 | |
| Trains neural networks to be provably robust against adversarial examples using abstract interpretation techniques. | 219 | |
| A method to create adversarial inputs for deep neural networks, designed to fool their predictions | 359 | |
| This codebase provides an implementation of a novel adversarial reward learning algorithm for generating human-like visual stories from image sequences. | 136 | |
| An iOS playground project demonstrating neural network concepts and computer vision using pure Swift code. | 381 | |
| An exploration of adversarial learning techniques applied to graph data structures | 8 | |
| A toolbox for researching and evaluating robustness against attacks on machine learning models | 1,311 | |
| A tool for fast visualization of large-scale single-cell data | 68 | |
| A collection of projects and links showcasing algorithm visualization techniques for understanding complex algorithms and data structures | 1,668 | |
| A tool to generate adversarial text examples and test machine learning models against them | 399 |