metadata

title: PwnAI Image Classification Demo
emoji: 😻
colorFrom: blue
colorTo: indigo
sdk: gradio
sdk_version: 4.25.0
app_file: app.py
pinned: false

Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

PwnAI Demo

Overview

PwnAI is an educational event that explores adversarial machine learning techniques, specifically focusing on attacking Image Classifiers and Language Model (LM) Prompt Injections. This repository contains a demo showcasing how adversarial attacks can be applied to image classifiers.

Demo Description

The demo includes two example pictures that appear very similar but are classified differently. Users can interact with the demo by submitting both pictures for inference, allowing them to observe how the machine learning model's classification can be manipulated through adversarial attacks. Users can also submit their own pictures to play around.

Performance Note

Please note that this demo runs on a free-tier CPU, so its performance may be slow.