From cells to companies: Study shows how diversity scales within complex systems

A mystery novel, a history book, and a fantasy epic may have little in common in plot or style. But count the words inside them and a strange regularity appears: many new words show up early, then ...
IEEE

Boosting Imperceptibility of Stable Diffusion-based Adversarial Examples Generation with Momentum

Abstract: We propose a novel framework, Stable Diffusion-based Momentum Integrated Adversarial Examples (SD-MIAE), for generating adversarial examples that can effectively mislead neural network ...

When AI goes haywire: the case of the skyscraper and the slide trombone

A relatively simple experiment involving asking a generative AI to compare two objects of very different sizes allows us to ...
IEEE

Adversarial Examples are Misaligned in Diffusion Model Manifolds

Abstract: In recent years, diffusion models (DMs) have drawn significant attention for their success in approximating data distributions, yielding state-of-the-art generative results. Nevertheless, ...