A Discussion of 'Adversarial Examples Are Not Bugs, They Are Features': Two Examples of Useful, Non-Robust Features

📰 Distill.pub

Adversarial examples can be useful features in certain contexts, such as inlining SVGs with webpack and svelte-loader

intermediate Published 6 Aug 2019

Action Steps

Use webpack and svelte-loader to inline SVGs in web applications
Leverage ejs templating to dynamically generate SVGs
Experiment with non-robust features to find useful applications
Consider the trade-offs between robustness and performance in design decisions

Who Needs to Know This

Frontend developers and designers can benefit from understanding how to leverage non-robust features for tasks like inlining SVGs, improving webpage performance and design

Key Insight

💡 Non-robust features can be useful in specific contexts, such as frontend development