Simple Science

Cutting edge science explained simply

Cutting edge science explained simply

Peter Lorenz

Computer Vision and Pattern Recognition Advancing Defense Against Adversarial Attacks with Diffusion Models

Using diffusion models to improve detection of adversarial examples in machine learning.

2025-09-17T10:54:00+00:00 ― 5 min read

Cryptography and Security Detecting Adversarial Inputs in Deep Learning Models

A study on the effectiveness of OOD detectors against adversarial examples.

2025-07-25T18:40:24+00:00 ― 8 min read